Contract Intake

Legallow Risk
Complexity 1/5

Receive request, check templates, generate draft, route for review

Contract drafting bottlenecks slow down business teams eager to close deals, with sales and procurement often waiting days for legal to produce initial drafts. This agentic workflow receives contract requests from business units, determines the appropriate contract type (NDA, MSA, SOW, etc.), pulls from approved template libraries, generates customized drafts with requested terms, and routes to legal counsel for final review—all in minutes rather than days. By automating the intake-to-draft process, this approach eliminates the administrative burden that typically delays contract turnaround. Organizations using agentic contract intake achieve 60% faster drafting times and ensure consistent use of approved language across all contracts, delivering 5-7x ROI through legal time savings. Industries with high contract volumes, standardized agreement types, or distributed business teams—such as technology, professional services, real estate, manufacturing, telecommunications, and financial services—gain the most value from this automation, as it allows legal teams to focus on complex negotiations rather than repetitive template customization.

5-7x
Typical ROI
2-4 weeks
Time to Value
Legal
Department
Complexity

Agent Architecture

Agent Architecture

A simple workflow that processes contract requests from intake through legal review routing.

Request Processor

Receives and processes contract requests from business teams

  • Parse request
  • Identify contract type
  • Extract requirements
Request Processor
Receives and processes contract requests from business teams

Template Matcher

Finds appropriate template and generates draft

  • Find approved template
  • Populate terms
  • Generate draft
Template Matcher
Finds appropriate template and generates draft

Review Router

Routes draft to legal counsel for review

  • Assign to counsel
  • Track status
  • Send notifications
Review Router
Routes draft to legal counsel for review

Workflow Steps

1

Receive contract request from business team

2

Determine contract type (NDA, MSA, SOW, etc.)

3

Check for approved template

4

Generate draft with requested terms

5

Route to legal counsel for review

6

Track review status

Required Dependencies

Contract ManagementIronclad, Concord, Kira Systems, LawGeex, Bluebeam
Knowledge BaseConfluence, Notion, GitBook, GitHub Pages
Workflow AutomationZapier, Make, Power Automate, ServiceNow

Key Performance Indicators

Click any KPI to view detailed measurement guidance, formulas, and typical ranges.

Governance Controls

Centralized LoggingVisibility
HIGH
Centralized Logging

Capture all agent interactions (prompts, outputs, data sources accessed) in a central, searchable system

Complexity: medium
Agent RegistryVisibility
HIGH
Agent Registry

Central inventory of all agents with metadata: owner, purpose, data sources, risk level, users

Complexity: low
PII Detection & MaskingData
HIGH
PII Detection & Masking

Automatically detect and mask PII in agent interactions, especially before logging or sending to external APIs

Complexity: high
Data Retention PoliciesData
Data Retention Policies

Define how long to retain agent logs, prompts, and outputs. Balance audit needs with privacy obligations.

Complexity: low

These controls help ensure secure, compliant, and auditable AI operations. High-priority controls are critical for production deployment.

Identified AI Risks

Hallucinations
Hallucinations

AI generating false or fabricated information presented as fact

Stale Information
Stale Information

AI using outdated data that no longer reflects current reality

Source Attribution
Source Attribution

Inability to verify or cite the original sources of AI-generated information

Regulatory Compliance (GDPR, CCPA)
Regulatory Compliance (GDPR, CCPA)

Non-compliance with data privacy regulations like GDPR and CCPA

Confidential Info Exposure
Confidential Info Exposure

Accidental disclosure of confidential business or customer information

Recording Consent
Recording Consent

Lack of proper consent for recording, storing, or processing user interactions

These risks should be mitigated through proper governance controls and operational procedures.

Related AI Tools

Explore assistive AI tools that Legal teams use to augment these agentic workflows.

Applying AI to legal workflows? Olakai delivers the compliance monitoring and risk governance that legal teams require.

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