Back to Our Work
LegalPrototype
Legal & Document Intelligence
A prototype workflow that structures intake conversations and indexes internal documents so answers come back with the source attached.
The Business Problem
Legal teams spend hours screening intake enquiries, organising matter files and searching dense document libraries.
The Intelligent System
An intake assistant that turns a first conversation into a structured matter summary, plus search over the firm's internal documents with access controls.
Business Outcome
Faster onboarding and fewer non-billable hours spent on manual sorting.
Workflow Architecture
Legal & Document IntelligenceSystem Workflow Pipeline
Grounded & SecureInputClient intake
Intelligent ProcessingDocument reasoning
Business ActionMatter summary
Direct integration with existing tools & APIsAudit-trailed
Operational Deliverables & Capabilities
Engineered capabilities deployed to production environments.
Intake conversations converted into consistent, reviewable summaries
Search across internal documents with the source passage shown
Role-based access so confidential material stays scoped
Workflow Pipeline
Designed for high throughput, data privacy, and deterministic validation. The data ingestion layer verifies payload integrity before dispatching to the domain knowledge model and workflow action.
Client intake
Document reasoning
Matter summary