Payment-cap answers are fast but leave out the exhibit that controls them.
Complete contract grounding protects legal judgment while low latency keeps search usable in live work.
Who you’d be doing this for
“Procurement asked for the cap, and I still had to open three exhibits myself.”
Minh Kurniawan · Legal Operations Manager
Owns the contract repository and fields recurring questions from legal and procurement teams.
What is at stake
Payment-cap answer acceptance fell from 95% to 72% after exhibits began indexing separately. You must restore complete evidence without slowing the search people use during negotiations.
Why it isn’t already fixed
Every obvious fix costs something else. That’s the part you’d have to decide.
- answer speed vs complete evidence
- richer document links vs ingestion throughput
- fast rollback vs durable retrieval improvement
Why Ironclad
Conversational Search depends on Content Understanding to turn complex contract files into evidence users can act on.
Written with these in mind
Not your kind of problem? 9 more at Ironclad, or browse every organization.
This is the setup. The work is inside.
Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.