Financial servicesAgentic implementationIllustrative scenario
How a finance team could run an agent that ties every extracted term to its clause.
The challenge
Renewal dates and notice periods are buried in hundreds of contracts.
The approach
- 01We map the review workflow with the team and agree what to measure.
- 02An agent built on Lemma reads each contract and returns every term with its clause.
- 03Low-confidence extractions go to a reviewer before anything is updated.
The outcome
A renewal calendar the team can audit line by line.
Why the reasoning trace matters
A missed renewal date or notice period has a direct cost, and an extracted term is only useful if someone can check where it came from. Linking each term to its clause makes the whole calendar auditable.
How a team could start
A team would usually start with one contract type and a sample of documents with known answers, so the agent's accuracy is measured before it is trusted with the rest.
This is an illustrative scenario, not a customer account. It shows how a team could use Agentic implementation; we will publish real stories, with permission, as they happen.