Industries · Legal & Professional Services

AI agents for legal & professional services. Built on Azure.

From contract review and legal research to matter management and regulatory monitoring — agents that replace hours of associate time with accurate, cited outputs in minutes. Deployed on Azure with your firm's data staying inside your environment.

83%
contract review time saved
12 min
research time (was 4 hrs)
92%
clause extraction accuracy
$1.2M
saved per practice/yr

How It Works

Connect your matter systems. Automate the work that doesn't require a lawyer.

01

Document & Matter System Integration

We connect the agent to your document management system, practice management platform, and matter repository via Azure AI Document Intelligence and the SharePoint Connector — making your firm's institutional knowledge searchable by the agent.

  • SharePoint and iManage document repository connectors
  • Azure AI Document Intelligence for contract and brief processing
  • Practice management system API integration
02

AI-Powered Legal Analysis

Azure OpenAI and Azure AI Search work together to analyse documents, retrieve precedents, and generate structured legal outputs — applying your firm's specific guidelines and risk thresholds as guardrails on every output.

  • Azure OpenAI for contract clause extraction and research memos
  • Azure AI Search hybrid retrieval over internal precedent libraries
  • Prompt Flow for quality-controlled output generation
03

Workflow Integration & Review Gates

Agent outputs are routed directly into your existing matter workflows — with configurable attorney review gates for high-stakes outputs — so the agent accelerates work without bypassing professional judgment.

  • Configurable review gates by matter type and risk level
  • Azure API Management for matter system push integration
  • Full output provenance and version tracking

Capabilities

What the agent handles across legal and professional services workflows.

Contract Review & Extraction

Ingests contracts in any format and extracts key clauses, obligations, termination rights, payment terms, and risk provisions — surfacing non-standard terms against your firm's approved playbook automatically.

Legal Research Automation

Searches case law, statutes, regulations, and internal precedent libraries using Azure AI Search — returning cited, structured research memos in minutes rather than hours of associate time.

Matter Management Intelligence

Monitors open matters for milestone deadlines, budget burn rates, and outstanding tasks — generating automated status summaries for partners and clients without requiring manual updates.

Client Intake Automation

Handles new matter intake — collecting client information, running conflict checks, generating engagement letters, and routing to the appropriate practice group with all context pre-populated.

Billing Analysis & Write-Down Detection

Analyses time entry narratives against matter budgets and billing guidelines — flagging likely write-downs, identifying billing inefficiencies, and surfacing realization rate trends by timekeeper and matter type.

Regulatory Change Monitoring

Monitors regulatory publications, legislative databases, and court dockets for changes relevant to your practice areas — generating client alert drafts and internal briefing notes automatically.

Built With

Azure technology stack

Azure OpenAIAzure AI Document IntelligenceAzure AI SearchSharePoint ConnectorAzure API ManagementAzure Prompt Flow

Give your lawyers back their time. Automate the rest.

Legal AI agents on Azure. Your data stays in your tenant. First use case live in 3 weeks.