Automating Contract Review and Post-Signature Compliance with AI Agents
How a Global Additives Manufacturer Cut Contract Review Time by 85% and Put Compliance Monitoring on Autopilot
The Challenge
The client's business runs on long-term supply agreements with oil majors, lubricant blenders, and specialty customers across more than 90 countries. Each agreement carries a layered structure: technology licensing terms, formulation IP protection, volume commitments depending on take-or-pay clauses, pricing tied to raw material index pass-through formulas with scheduled review windows, regional regulatory specifications, and quality clauses tied to OEM approval programs. Before Graip.AI, managing these contracts took excessive manual effort at every stage – before signature and long after it.
Manual, time-intensive pre-signature review
Legal and commercial teams had to read every incoming contract or amendment, searching through dozens of pages for clauses that deviated from standard positions on indemnity, liability caps, IP, change control, and index pass-through. Each contract took days to clear before sign-off.
No systematic post-signature tracking
Once a contract was signed, there was no structured process to verify that its terms were being followed in actual transactions.
Missed index review windows
Quarterly index reviews were triggered by dates buried in contract PDFs, not posted in working calendars. Reviews were routinely missed by weeks.
Take-or-pay shortfalls caught too late
Customers drifting below their volume commitments went undetected until year-end reconciliation, leaving no time for intervention.
Expired clauses running unnoticed
Regional surcharge clauses and other time-limited terms expired while orders continued to be processed under outdated conditions.
Invisible margin erosion
Silent pricing drift, missed surcharge windows, and lapsed clauses eroded margin continuously – but the damage only became visible at the annual audit, when recovery was not possible anymore.
The Solution
We deployed Graip.AI's Contract Review and Compliance Agent to facilitate contract review and management over two phase: one accelerates and structures the pre-signature review process, and the other puts post-signature compliance on continuous automated monitoring.
Multi-format contract ingestion
Contract Review and Compliance Agent ingests master supply agreements, amendments, and framework contracts in any format and language, including documents received via email or stored in SharePoint and equivalent document management systems.
Clause extraction, structuring, and deviation flagging
The agent extracts every commercial, delivery, quality, change-management, and regulatory clause, structures it, and compares against the client's approved clause library. It flags deviations, assigns severity ratings, and accompanies each deviation with proposed amendments drawn directly from the approved library.
Risk-based routing
Contracts are routed for human review based on deviation type and contract value – ensuring the right stakeholder reviews the right issues, without reading the full document from scratch.
Continuous post-signature compliance monitoring
The agent compares actual sales transaction prices against contracted rates, including index-linked adjustments, in real time. It flags orders processed at non-contract prices and identifies when scheduled index reviews were not applied on time.
Volume commitment tracking
Contract Review and Compliance Agent tracks cumulative transaction volumes against annual and quarterly commitments on both sides and fires alerts when a customer is trending below minimum thresholds – months before year-end, not after.
Contract lifecycle and SLA monitoring
Delivery performance is tracked against contractual SLAs. Renewal windows and expiry dates are monitored continuously, preventing clauses from lapsing undetected.
The Implementation
We delivered the solution through Graip.AI's structured three-phase methodology:
ALIGN (Discover & Blueprint)
Graip.AI worked with the client's legal, commercial, and finance teams to map the existing contract review and compliance workflow. We identified the highest-risk deviation categories, defined the approved clause library structure, and scoped integration requirements across SAP ERP condition records, contract data, sales transaction history, and the document management system.
PROVE (Build, Validate & Launch)
Our team built the clause extraction and comparison logic, validating it against the client's live contract portfolio. We configured deviation severity ratings and routing rules against the client's risk framework. We also connected the post-signature monitoring engine to SAP SD transaction data and tested it against historical pricing, volume, and SLA records before it went live.
SCALE (Measure & Expand)
Following user acceptance testing, the solution went live across the client's active contract base. The agent began processing inbound contracts and monitoring live transactions immediately, with architecture designed to scale across additional contract types and regional entities without rebuilding core logic.
The Results
Graip.AI transformed contract management from a labor-intensive, reactive function into a structured, continuously monitored process.
Pre-signature review time dropped by an estimated 85%. Post-signature compliance shifted from periodic and manual to continuous and proactive – with discrepancies surfacing within seconds of the triggering transaction rather than months later.
85%
Graip.AI's Contract Review and Compliance Agent reduced pre-signature contract review time by 85% and shifted post-signature compliance monitoring from annual to continuous.
The Strategic Advantages
Review cycles that match commercial pace
Contracts that previously took days to clear can now move through review in a fraction of that time. Legal and commercial teams dedicate their time to judgment calls – not clause hunting – which shortens decision cycles without compromising rigor.
Margin protection is built into the process
Silent pricing drift, missed index windows, and expired surcharge clauses are no longer hidden until year-end. Each discrepancy surfaces immediately after occurrence, when commercial action is still possible.
Volume shortfalls are flagged before it is too late
Graip.AI surfaces take-or-pay shortfalls when there is still time to act, not just report the incident.
Compliance that scales with contract complexity
Long-term supply agreements in this industry carry multi-layered obligations across pricing, volume, quality, logistics, and regulation. Graip.AI monitors all of them simultaneously – a level of coverage that manual processes and rules-based tools cannot sustain as portfolio complexity grows.
Conclusion
Contract review used to take days of manual clause hunting. Post-signature compliance meant hoping someone noticed a problem before year-end. And often, they didn't. This changes with Graip.AI. Inbound contracts move through structured review before signature. Active agreements are monitored automatically and continuously. When something drifts, the right person knows it immediately.
As the client's portfolio grows across product lines and regions, the same foundation scales with it.
Ready to eliminate manual bottlenecks from your contract review process? Contact us today for a workflow audit.
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