45 Days
Introduction to Legal Tech Tools
Introduction to Legal Tech Tools is a Beginner internship track focused on Foundational skills, syntax, basic tools, and core industry workflows.
Choose portfolio projects from your selected level
Beginner internship certificate and mentor-guided learning
Real-world assignments in eDiscovery & Electronically Stored Information (ESI)
Enrollment Form
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What this program helps you build by the end
Outcome-focused highlights designed to make the value of the program easy to understand at a glance.
3 Portfolio Projects Required
Project requirement for this tier
Law & Legal Studies
Career domain
Build practical skills through structured module work
Every module is sequenced to help learners move from guided basics to stronger, portfolio-worthy execution.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for MD5 Hash Deduplication Logic in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break MD5 Hash Deduplication Logic into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a script that compares an array of 1,000 email metadata hashes and deletes any exact duplicate files to save review costs
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test MD5 Hash Deduplication Logic against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Metadata Extraction Parser in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Metadata Extraction Parser into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Parsing a raw .EML file string to perfectly extract the To, From, BCC, and DateTime fields into a strict JSON object
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Metadata Extraction Parser against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Email Threading Parent-Child Linker in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Email Threading Parent-Child Linker into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Structuring the database logic that groups a 15-email reply chain into a single readable thread using the unique Message-ID header tags
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Email Threading Parent-Child Linker against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Keyword Proximity (Boolean) Search Algorithm in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Keyword Proximity (Boolean) Search Algorithm into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing the logic that scans a document and returns TRUE only if the word "fraud" appears strictly within 5 words of "accounting"
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Keyword Proximity (Boolean) Search Algorithm against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Privilege Log Auto-Generator in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Privilege Log Auto-Generator into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
A Regex script that scans a CSV of document metadata and automatically flags any email where the domain @lawfirm.com appears for Attorney-Client Privilege review
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Privilege Log Auto-Generator against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Native vs. Image Conversion Tracker in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Native vs. Image Conversion Tracker into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a math script that calculates the exact Gigabyte storage cost of converting 1 million Native text files into static TIFF image files
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Native vs. Image Conversion Tracker against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for De-NISTing Exclusion Filter in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break De-NISTing Exclusion Filter into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a database rule that cross-references uploaded hard drive files against the National Software Reference Library (NSRL) to automatically delete useless system files (like Windows.dll
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test De-NISTing Exclusion Filter against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Intake Form to JSON Payload Converter in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Intake Form to JSON Payload Converter into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing the script that takes a messy Slack form submission and structures it into the strict JSON payload required to initiate a new contract in the CLM
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Intake Form to JSON Payload Converter against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Conditional Clause Injection (Logic Gates) in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Conditional Clause Injection (Logic Gates) into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing the automation rule: IF State = "California", THEN automatically inject the "CCPA Privacy Addendum" into the Master Agreement
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Conditional Clause Injection (Logic Gates) against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Clause Library Deviation Flag in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Clause Library Deviation Flag into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Using text-matching to compare a drafted "Confidentiality" clause against the approved Corporate Clause Library, highlighting exactly which words the user altered
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Clause Library Deviation Flag against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Contract State Machine Transitions in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Contract State Machine Transitions into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Structuring the strict JSON API rules that prevent a contract from moving from the Under Review stage to the Out for Signature stage until Legal_Approval = TRUE
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Contract State Machine Transitions against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Signature Block API Payload (DocuSign/Adobe) in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Signature Block API Payload (DocuSign/Adobe) into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Formatting the exact nested JSON request required to ping an eSignature API, mapping the signer names to specific X,Y pixel coordinates on the PDF
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Signature Block API Payload (DocuSign/Adobe) against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Automated Renewal Webhook Alert in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Automated Renewal Webhook Alert into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing date-math logic that continuously polls a CLM database and sends a Slack alert exactly 60 days before any software contract auto-renews
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Automated Renewal Webhook Alert against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Obligation Extraction Regex in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Obligation Extraction Regex into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a script that scans a finalized contract and extracts any sentence containing the phrase "within [X] days," porting them into a compliance tracking dashboard
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Obligation Extraction Regex against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Bracketed Mail-Merge Formatter in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Bracketed Mail-Merge Formatter into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a script that replaces strict variable tags like <<Company_Name>> and <<Jurisdiction>> with data pulled from a CRM array
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Bracketed Mail-Merge Formatter against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Pronoun & Plurality Synthesizer in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Pronoun & Plurality Synthesizer into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
A logic script that checks an "Entity Type" variable and automatically adjusts the contract grammar (e.g., switching "he/she" to "they/it"
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Pronoun & Plurality Synthesizer against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Formatting/Casing Standardizer in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Formatting/Casing Standardizer into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a script that takes user input ("delaware") and automatically converts it to Title Case or ALL CAPS depending on its placement in the legal preamble
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Formatting/Casing Standardizer against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Signature Page Auto-Paginator Logic in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Signature Page Auto-Paginator Logic into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing the mathematical logic that counts text lines in a document to ensure the Signature Block is never "orphaned" on a blank page by itself
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Signature Page Auto-Paginator Logic against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Date Format Normalizer (ISO 8601) in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Date Format Normalizer (ISO 8601) into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a script that takes messy inputs (12/04/24, Dec 4th) and standardizes them into the strict legal string December 4, 2024
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Date Format Normalizer (ISO 8601) against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Dynamic Schedule Attachment Logic in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Dynamic Schedule Attachment Logic into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a script: IF Contract_Value > $100,000, THEN append PDF Schedule B (High-Value Vendor Rules) to the master document array
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Dynamic Schedule Attachment Logic against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Automated NDA API Generator in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Automated NDA API Generator into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Formatting a single API payload that takes a company name, generates a PDF NDA, applies the legal team's digital signature, and emails it to the counterparty
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Automated NDA API Generator against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for LEDES 1998B Format Validator in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break LEDES 1998B Format Validator into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a script that parses a plain-text billing file and fails it if it is not perfectly pipe-delimited (|) per the international legal billing standard
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test LEDES 1998B Format Validator against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for UTBMS (Uniform Task-Based Management) Code Checker in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break UTBMS (Uniform Task-Based Management) Code Checker into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Validating a billing JSON payload to ensure every time entry includes a valid legal task code (e.g., L120 for Fact Investigation
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test UTBMS (Uniform Task-Based Management) Code Checker against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Block Billing Detector (Regex) in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Block Billing Detector (Regex) into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a Regex script that flags a time entry for audit if the description string contains multiple verbs joined by "and" (e.g., "Drafted memo and called client"), which violates corporate billing guidelines
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Block Billing Detector (Regex) against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Time Increment Rounding Math in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Time Increment Rounding Math into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating the exact decimal value of a 14-minute phone call using the strict legal standard of 6-minute (0.1 hour) billing increments
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Time Increment Rounding Math against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Alternative Fee Arrangement (AFA) Cap Logic in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Alternative Fee Arrangement (AFA) Cap Logic into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a financial script: IF Total_Billed > $50,000 Cap, THEN programmatically reduce all subsequent hourly rates to $0.00
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Alternative Fee Arrangement (AFA) Cap Logic against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Expense Receipt Tax Deductibility Router in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Expense Receipt Tax Deductibility Router into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Parsing an expense array and sorting items into Billable_to_Client vs Overhead based on keyword flags (e.g., "First Class Flight" = Overhead
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Expense Receipt Tax Deductibility Router against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Outside Counsel Spend Dashboard Math in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Outside Counsel Spend Dashboard Math into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Applying the formula (Year-to-Date Spend / Annual Budget) * 100 and triggering a RED alert if the percentage exceeds 85% by Q3
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Outside Counsel Spend Dashboard Math against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Matter Tagging JSON Schema in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Matter Tagging JSON Schema into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Structuring a highly organized JSON hierarchy that categorizes a new lawsuit by Practice Area, Jurisdiction, Lead Counsel, and Risk Level
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Matter Tagging JSON Schema against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Outcome Probability (Win-Rate) Calculator in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Outcome Probability (Win-Rate) Calculator into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a math formula that calculates the statistical probability of winning a motion based on a judge's historical CSV ruling data
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Outcome Probability (Win-Rate) Calculator against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for KPI Math: Turnaround Time (TAT) in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break KPI Math: Turnaround Time (TAT) into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating the exact operational efficiency of the legal department by finding the average time difference between Intake_Date and Execution_Date for 500 contracts
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test KPI Math: Turnaround Time (TAT) against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Legal Hold Notification Distributor (Array Loop) in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Legal Hold Notification Distributor (Array Loop) into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing the logic that takes a list of 50 compromised employees and loops an API call to send each one a personalized, tracked Legal Hold notice
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Legal Hold Notification Distributor (Array Loop) against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Conflict of Interest (COI) Matrix Cross-Check in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Conflict of Interest (COI) Matrix Cross-Check into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
A database logic script: IF New_Client matches ANY Subsidiary_Name of Current_Opposing_Party, THEN trigger COI block
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Conflict of Interest (COI) Matrix Cross-Check against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Jurisdictional Court API Poller in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Jurisdictional Court API Poller into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing the JSON parameters required to ping a public court docket API every 24 hours and trigger an alert if a new document is filed
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Jurisdictional Court API Poller against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Settlement vs. Litigation Cost Modeler in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Settlement vs. Litigation Cost Modeler into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing an algorithm that compares the estimated cost of a 2-year trial (hours * rate) against a proposed $200,000 early settlement to recommend the cheapest financial path
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Settlement vs. Litigation Cost Modeler against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Email Triage Routing Logic in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Email Triage Routing Logic into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a script that scans inbound emails to legal@company.com; IF subject contains "Subpoena", route to Litigation Team; IF "NDA", route to Automated Bot
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Email Triage Routing Logic against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Slack/Teams Ticketing Payload in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Slack/Teams Ticketing Payload into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Formatting a Slack Block Kit JSON payload to instantly generate a clean "Approve / Deny" button interface for the General Counsel
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Slack/Teams Ticketing Payload against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Self-Service Portal Access Gate (Role-Based) in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Self-Service Portal Access Gate (Role-Based) into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Boolean logic: IF User_Department = "Sales", THEN allow generation of NDAs, BUT restrict access to Employment Agreements
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Self-Service Portal Access Gate (Role-Based) against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Out-of-Office (OOO) Delegation Router in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Out-of-Office (OOO) Delegation Router into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing the database logic that automatically temporarily reassigns all of "Attorney A's" pending contract approvals to "Attorney B" between two specified dates
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Out-of-Office (OOO) Delegation Router against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Outside Counsel Engagement Letter Auto-Trigger in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Outside Counsel Engagement Letter Auto-Trigger into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing the webhook: IF Matter_Value > $1M AND Type = "Litigation", THEN automatically generate and send an Engagement Letter to the preferred outside law firm
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Outside Counsel Engagement Letter Auto-Trigger against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Legal Vendor Security Questionnaire Scorer in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Legal Vendor Security Questionnaire Scorer into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Parsing a vendor's filled-out security CSV and mathematically calculating a Risk Score based on their boolean answers (e.g., SOC2_Compliant = FALSE adds 50 risk points
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Legal Vendor Security Questionnaire Scorer against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Automated Status Update Broadcaster in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Automated Status Update Broadcaster into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a loop script that emails the sales team every Friday at 5 PM with the exact stage of their requested contracts pulled from the CLM database
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Automated Status Update Broadcaster against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Prompt Structure for Contract Summarization in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Prompt Structure for Contract Summarization into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing the exact System Prompt required to force an AI to summarize a 50-page contract, strictly outputting the result as a JSON array of Term, Termination, and Liabilities
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Prompt Structure for Contract Summarization against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for AI Hallucination/Citation Verifier (Regex) in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break AI Hallucination/Citation Verifier (Regex) into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a script that cross-references every case citation generated by an AI against a known CSV database to ensure the AI didn't invent fake case law
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test AI Hallucination/Citation Verifier (Regex) against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for PII Redaction Pipeline (AI + Regex) in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break PII Redaction Pipeline (AI + Regex) into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Structuring a two-step workflow: using Regex to catch SSNs and phone numbers, then passing the document to an AI to catch contextual PII like "The Mayor of New York"
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test PII Redaction Pipeline (AI + Regex) against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Opposing Counsel Tone Scrubber (NLP) in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Opposing Counsel Tone Scrubber (NLP) into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Formatting a prompt that takes an angry, emotional draft email from a frustrated executive and instructs the AI to rewrite it in neutral, objective legal tone
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Opposing Counsel Tone Scrubber (NLP) against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Legal Ontology Mapper (Synonym Matcher) in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Legal Ontology Mapper (Synonym Matcher) into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a script that standardizes AI output: IF AI extracts "Cancellation", "Expiration", or "Ending", map it strictly to the database variable Termination
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Legal Ontology Mapper (Synonym Matcher) against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Chatbot Legal Advice Disclaimer Injection in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Chatbot Legal Advice Disclaimer Injection into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Ensuring that the very first JSON response of an automated internal legal chatbot contains the mandatory disclaimer: "This is for informational purposes and does not constitute attorney-client advice."
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Chatbot Legal Advice Disclaimer Injection against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for AI Clause Generation Constraints (Parameters) in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break AI Clause Generation Constraints (Parameters) into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing the API request to an LLM where the temperature is strictly set to 0.0 (zero creativity) to force highly deterministic, predictable legal clause generation
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test AI Clause Generation Constraints (Parameters) against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Capstone: The End-to-End LegalOps Pipeline in Introduction to Legal Tech Tools.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Capstone: The End-to-End LegalOps Pipeline into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
A master Make.com scenario: The script receives a messy intake form, structures it, generates a PDF contract, sends it via DocuSign API, and upon signature, calculates the final UTBMS billing code and generates the LEDES invoice
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Capstone: The End-to-End LegalOps Pipeline against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Strong reasons learners choose this track over passive learning
Clear, high-signal benefits designed to make the decision easier and faster.
Guided Practical Workflow
The track breaks Introduction to Legal Tech Tools into clear tasks, checkpoints, and submission expectations.
Career-Relevant Output
You finish with a concrete project artifact that helps show your learning progress.
Structured Internship Path
The program is organized by tier, duration, and portfolio requirements so learners know exactly what to complete.
Real learner signals that build trust before they enroll
Testimonial cards designed to feel credible, clear, and easy to scan.
Aarav Mehta
Law & Legal Studies Learner
Law & Legal Tech
The structure helped me understand Introduction to Legal Tech Tools through practical tasks and clear checkpoints.
Nisha Kapoor
College Student
Law & Legal Tech
I liked that every module ended with something concrete to submit, review, and improve.
Clear answers for the final questions learners usually ask
Short, direct answers that remove hesitation without slowing down the decision.
No. The beginner tier starts with foundations and then moves into applied tasks.
Yes. The curriculum is organized around structured assignments, submissions, and reviewable portfolio outputs.
This is a 45 Days Beginner tier track with 3 Portfolio Projects Required.
Ready to start your journey?
Join a structured learning path built to turn clarity into output and output into confidence.
Limited seats available and the next batch is filling soon.
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