kestrine

Kestrine For private credit, specialty insurance and real estate

Dense documents. Decisions you can defend.

Kestrine runs document-heavy work, from loan diligence and covenant tracking to submission intake and lease abstraction.

Extraction desk A scan head rides across the top page of a document stack; each of five fields it reads is marked and sent along a route to its row on a results panel, a check steps down the rows, and the panel reads VERIFIED 5/5. The read page is then filed and the next one begins.
Fig. 1A scan head reads five fields from each page, checks every one, then files the page and starts the next.
1,400+
Compliance certificates read each year at one direct lender
2.6×
Submissions triaged per underwriter at a specialty insurer
118%
More assets reviewed a year by a real estate fund, same team

Built for the desks where every figure gets checked twice.

  • Direct lenders
  • Specialty insurers
  • Fund administrators
  • Real estate operators
  • Credit funds
  • Managing general agents
  • Family offices
  • Asset-based lenders
  • Reinsurance brokers

01 Workflows

Build workflows on everything your firm knows.

Go past a chat window: the context, connections and controls it takes to run complex work from the first page to the final memo.

  1. 1.1Agents to start from
  2. 1.2Editable output
  3. 1.3Your firm's context
  4. 1.4Connectors and MCP

Start from agents built by credit and insurance specialists, or build your own

Each agent is a set of steps you can read: what to open, what to pull out and what to check before anything moves on.

Agent grid An agent fills a table of loan documents field by field: a new batch lands, a read head works down each column writing values, one loan-to-value cell fails its check and is bracketed in red, and after the last column the head re-reads it, the check passes and the count reaches 40 of 40.
Browse agents

Generate committee-ready tables, slides and memos, fully editable

Outputs land as normal files your team can open, change and send, built from the same checked figures.

Document export Three sheets on a desk: a table of six quarterly values, a chart page and an export tray. A read head runs down the table and each bar on the chart rises to its row's value as the row is read; the finished page then travels into the tray and the export reads PPTX.
Explore document generation

Every source your team relies on, connected and searchable

Ask a question and Kestrine shows the sources behind the answer, so anyone on the desk can trace it.

Context graph A graph of a firm's sources lies on a round dial around a hub. A question is asked at the hub, a probe walks the edges and lights the five sources that hold the answer, then returns to the hub, and the reading shows five sources cited.
Explore the context graph

Connect by API or MCP with no setup, and add your own connectors

Bring in the data rooms, drives and systems you already use. If a source drops, Kestrine retries and tells you.

Connector hub Six data sources stand round a workspace hub, each on a route into a port on the hub's dial, with records flowing in along every route. A record from the front source stops part way, the source turns red and the hub's reading drops from SYNC 6/6 to 5/6; a retry gets through, the red clears and the reading returns to 6/6.
Browse connectors

02 Desks

Pick your desk. Watch Kestrine work.

A

Private Credit

Turn credit agreements and borrower packs into faster, cleaner lending calls.

  • Deal screening
  • Credit diligence
  • Covenant tracking
  • Lender reporting
Explore Private Credit
TaskBeforeWith KestrineResult
Credit agreement abstraction3 to 4 hours20 min90% less analyst time
Covenant compliance checksQuarterly, by handOn every filingBreaches caught weeks earlier
B

Specialty Insurance

Turn broker submissions and loss runs into a triaged, priced queue.

  • Submission intake
  • Risk triage
  • Wording review
  • Claims files
Explore Specialty Insurance
TaskBeforeWith KestrineResult
Broker submission intakeAbout 50 min eachUnder 8 minSame-day quotes
Loss run reviewAbout 40 files a dayAbout 120 files a day3x per reviewer
C

Real Estate

Turn rent rolls, leases and offering memos into decisions on every asset.

  • Acquisition review
  • Underwriting
  • Lease abstraction
  • Asset reporting
Explore Real Estate
TaskBeforeWith KestrineResult
Lease abstractionAbout 70 min a leaseAbout 7 min90% less time
Rent roll normalisationTyped in by handAutomated$600 to $45 an asset

03 Proof

What the desks say after a quarter.

92%Time saved on borrower reporting
We want this at the centre of how the fund runs. It already makes us quicker with borrowers, takes the repetitive work off the team, and surfaces deals we would have missed.
Managing DirectorLower mid-market credit fund
38%Productivity gain in month one
We moved our diligence onto it, extraction and first-pass analysis both. Productivity was up 38% in the first month.
Chief ExecutiveCommercial real estate lender
We priced an in-house build at two years and a team of eight. Kestrine had our first desk live in five weeks.
Head of Data, specialty insurer
We read hundreds of credit agreements a month. What took a team a week now takes an afternoon.
Head of Portfolio, asset-based lender
We screen four times the deals with the same team, and the error rate on extracted terms is down by half.
Managing Director, private credit platform

04 Security

Security for regulated work.

Your documents stay yours. Kestrine never trains models on customer data, and every action is logged.

Security overview
Independent audit
Reviewed every year
Pen-tested
Twice a year
Data residency
US, EU or UK
Single tenant
On request
SSO and SCIM
On every plan
Your keys
Customer-managed encryption, in transit and at rest

05 Get started

Build it once. Roll it out to every desk. Sharpen it every quarter.

The first workflow paid for the year. Every desk we have added since has been faster to stand up than the one before it.
Founding Partner, real estate credit fund

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