Document upload
Bring contracts into a focused review workspace.
STUDIO BUILD / AI / Legal Workflow
LegalDocs AI
An AI document-analysis workspace for contract summaries, clause discovery, review notes and structured risk flags.
PORTFOLIO TYPEVibecoading studio build
INDUSTRYLegal Operations
COMPLETEDJul 2025
TIMELINE13 weeks
PROJECT OVERVIEW
LegalDocs AI is an original studio concept for document-heavy legal and compliance teams. It demonstrates assistive analysis rather than automated legal decision-making.
Studio BuildStudio ConceptLegal Operations5 person team
TECHNOLOGY STACK
Next.js
Python
OpenAI
Supabase
PostgreSQLTOOLS & DELIVERY
Next.jsPythonOpenAISupabasePostgreSQLFigmaGitHubPostmanVercelDockerLLM Playground
DELIVERABLESProduct strategyUX / UI designResponsive product flowsAdmin operationsData modelIntegration boundariesQA matrix
PLATFORMSWebResponsive
PRODUCT FEATURES
Designed around real jobs, states and decisions.
Clause discovery
Locate recurring terms and sections quickly.
Review notes
Capture human conclusions next to extracted context.
Structured flags
Organize issues for follow-up without replacing legal judgment.
THE BUILDFrom friction
From friction
to working system.
LegalDocs AI is an original studio concept for document-heavy legal and compliance teams. It demonstrates assistive analysis rather than automated legal decision-making.
DISCIPLINESProduct strategyUX / UI designSystem designFrontend prototypeBackend architectureQA planning
SERVICES PROVIDEDAI / Legal WorkflowFull-stack engineeringLegal Operations
Challenge
Contract review is slow when important clauses and obligations are scattered across long documents.
Solution
We designed a document workspace with summaries, clause discovery, structured review notes and human-confirmed flags.
Result
The concept demonstrates how AI can accelerate document navigation while keeping legal judgment with the reviewer.
SYSTEM ARCHITECTURE
The product is more than its screens.
Interface, application logic, data boundaries and operational controls are designed as one system.
Experience layer
Responsive interfaces, interaction states and role-aware navigation designed around the primary user workflow.
Application layer
Business rules, validation, orchestration and permission checks separated from presentation concerns.
Data & integration layer
Structured persistence, third-party APIs, background tasks and integration boundaries with explicit failure handling.
Operations layer
Admin controls, observability, auditability and release tooling so the product can be operated after launch.
PRODUCT SCREENS
Five views of the product system.
Original Vibecoading interface visuals created for this case study: overview, workflow, analytics, detail and responsive states.
DELIVERY PROCESS
How the system gets shaped.
Discover
Map the real workflow, user roles, constraints and success criteria before adding features.
Prototype
Design the smallest useful experience and validate navigation, states and information hierarchy.
Engineer
Build frontend, backend, data model, access controls and integrations as one system.
Verify
Test happy paths, error states, permissions, responsive behavior and release readiness.
Measure
Instrument meaningful events and use real feedback to choose the next valuable improvement.
HAVE A SIMILAR WORKFLOW?
We can turn it into a product system.
Bring the messy process, product idea or operational problem. We will help shape the useful core, the interface and the system underneath it.
Start a project ↗