Insurance that runs
in the background.
Konishi's AI agents read your tenders, extract the fields you need, and populate your templates. Every answer is traced back to the source. Your team reviews and approves. That's it.
Why this matters
Insurance operations still run on manual reading, re-keying, and review. It doesn't scale, and it's where good business gets lost.
The work doesn't scale
Every new submission means more manual hours. Growth means more headcount, or a smarter process.
Manual entry breeds errors
Every re-keyed field is a chance for a mistake, and those mistakes flow straight into your pricing and decisions.
Slow processing loses business
Reading a 100-page tender by hand is slow. Slow quotes lose deals to whoever quotes first.
Your best people do the wrong work
Skilled staff spend their days on data entry and document review instead of pricing risk and winning business.
How it works
Drop in a document
Your document or your template. No integration to build, no new system to learn.
The agents do the work
Konishi reads, extracts, structures, and flags. Jobs run in the background and in parallel, so your team keeps working.
Review against the source
Every extracted item cites where it came from. Missing data is flagged, never quietly dropped. The evidence is right there.
Get your output
A populated template, a set of answers, or a clean structured table, in the format your team already uses.
Our product
Three ways Konishi turns messy insurance documents into work your team can trust.
Tender & RFQ analysis
Drop in a 100-page tender. Konishi pulls out the ~50 items you need, flags what's missing, and surfaces inconsistencies. It checks coverage against your standard exclusions, so conflicts appear before they cost you.
Ask your documents
Chat with your documents like a colleague who's read every page. Compare policies side by side, dig into detail, navigate submissions. Every answer is backed by the source text.
Template population
Populates the exact Excel templates your team already uses from messy source data. Reshapes long-to-wide, preserves relationships across sheets, splits bundled cells. Missing data is color-coded, never guessed.
Why Konishi
Most AI tools assume clean data and tidy APIs. We built for how insurance actually runs.