Logistics, Shipping & Supply ChainNorth America & APAC

Autonomous AI Contract & Compliance Automation for Global Logistics

A multinational logistics provider handling thousands of vendor freight agreements per quarter transformed manual contract reviews into an automated, zero-trust AI evaluation pipeline inside Microsoft 365.

75%Reduction in Contract Review Times

100%Non-Standard Clause Detection Accuracy

< 4 hrsAverage Approval Turnaround (down from 5 days)

0External Data Leakage (100% In-Tenant)

01. Operational Challenge

Manual Multi-Department Review Bottlenecks & High Compliance Risk

Legal and procurement teams were overwhelmed with multi-page carrier agreements in PDF format, manually cross-checking indemnity clauses and payment terms against strict corporate policies.

Legacy / Existing Environment:

Disorganized SharePoint document folders, manual email forwarding, and untracked redline revisions across distributed offices.

Key Friction Points:

Average 4 to 6 business days required to review single carrier agreements

High risk of missing non-standard indemnity and penalty clauses

No centralized audit logging for contract approvals

02. Solution Architecture

In-Tenant Retrieval-Augmented Generation (RAG) & Adaptive Card Approvals

Empathy Technologies architected a secure in-tenant contract analysis agent using Azure OpenAI, Microsoft Graph, and Power Automate running entirely within the client's Microsoft 365 tenant boundary.

Microsoft Technology Stack:

Azure OpenAI Service (GPT-4o)Microsoft Copilot StudioMicrosoft Teams Adaptive CardsSharePoint Online Document LibrariesMicrosoft Purview DLP & Sensitivity Labels

Architecture Guardrails:

Zero data retention outside tenant boundary (no public model training)

Automated PDF clause extraction with grounded source citations

Interactive Teams Adaptive Cards for one-click manager sign-off

03. Implementation BlueprintTimeline: 6 Weeks (Milestone Delivery)

Staged Milestone Execution

Phase 1: Discovery & Policy ModelingWeek 1

Legal compliance criteria mapping and Purview security boundary configuration.

Phase 2: RAG Pipeline & Logic BuildWeeks 2–3

Azure OpenAI index setup, prompt grounding, and automated PDF ingestion pipeline.

Phase 3: Teams Approvals & Dataverse IntegrationWeeks 4–5

Power Automate approval flows, Adaptive Cards, and exception routing.

Phase 4: User Acceptance Testing & EnablementWeek 6

Legal team training, validation benchmarking, and production hypercare.

04. Measurable Outcomes

Long-Term Business Impact

Legal counsel freed from routine reviews to focus on strategic negotiations.

Complete immutable audit trail stored in Dataverse for quarterly governance reviews.

Zero business downtime during the entire 6-week rollout.

“The contract analysis agent cut our review backlog from weeks to hours without our confidential freight rates ever leaving our Microsoft tenant.”

VP of Commercial OperationsGlobal Freight Logistics Enterprise

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