A common misconception about AI in contracting is that value comes from a single, standalone capability — a smarter search bar, a faster drafting tool. In this installment of The Intelligence Brief, our video series exploring the ideas shaping AI-native contracting, Icertis Senior VP of Product Management Sundar Balasubramanian explains why Icertis Contract Intelligence is built instead as three interlocking segments that compound in value the longer they run together: Operate, Engage, and Analyze.

Three segments, one flywheel

The Vera Flywheel consists of three parts: Operate, Engage and Analyze. In the video Sundar breaks down what each one delivers.

• Operate is the AI-native system of record — and the foundation everything else builds on. It starts with ingesting contracts and extracting information from unstructured data, doing the heavy lifting of pre-computing insights and building an enterprise-specific ontology as data enters the system. Operate is also where day-to-day contract lifecycle management happens: tracking obligations, monitoring fulfillment, and running the business of contracting.
• Engage handles pre-signature, event-driven needs — the negotiation and drafting moments that happen before a contract is executed.
• Analyze picks up post-signature, surfacing patterns across executed agreements: how often teams deviate from a playbook, where risk clusters, and what trends are emerging across the portfolio.

Individually, each segment solves a distinct problem. Together, they form a flywheel — because all three feed into a shared context, and all three draw value back out of it.

Why the flywheel compounds

Every contract signed through Operate records a decision, which adds to the enterprise’s context. Over time, Analyze surfaces the patterns hiding in those decisions — for example, identifying how frequently an organization deviates from a given playbook. That insight then flows back into Operate’s governance layer, prompting a concrete action: updating a playbook that’s become out of date.

That loop — record, analyze, refine, repeat — is what separates a system that simply stores contracts from one that gets smarter about them. Each cycle deepens the enterprise-specific context that all three segments rely on, making every subsequent recommendation, extraction, and governance decision more precise than the one before it.

The takeaway

For legal and commercial teams, the flywheel is a reminder that contract intelligence isn’t a point-in-time capability — it’s a compounding asset. The longer Operate, Engage, and Analyze work together, the sharper the context they share becomes, and the more value each new contract adds to the ones that came before it.

Watch the video above for the full explanation, and stay tuned for the next installment of The Intelligence Brief.