Decide · earning trust

Reinsurance contract management: getting claims to trust the answer

Reinsurance contract management is only as good as the answers it gives the people who were not at the renewal. Claims and finance use a self-serve answer when it quotes the clause and says plainly when it does not know; this guide sets out the referral rules, the sign-off and a 90-day rollout for Reinsurance Contract Search.

Updated · 13 min read

Reinsurance contract management is the work of keeping every treaty wording, slip, endorsement and facultative certificate complete, current and answerable, from placement until the last claim under it is settled. Most systems for it are built for the ceded team: a register of contracts, a schedule of shares, a folder of documents. The test of contract management, though, comes from outside the team, when claims, finance or underwriting needs to know what a treaty says about a loss, today. People outside the ceded team will rely on a self-serve answer only when it quotes the clause it rests on and says plainly when no clause answers; supervisors' own surveys show firms keeping humans in the decision while they learn which answers to trust. Botminds' Reinsurance Contract Search is built for that outside test, and this guide shows how a ceded team can roll it out so that trust is earned by rule rather than by claims of accuracy.

The examples are from a fictional sample cedant, Cardale Mutual, as it runs through the solution, including one quarter of questions from the business. Regulator and research sources are linked where they are used.

One quarter of questions: most answered from the clause, the rest referred to a named person

186 questions from claims, finance and underwriting

82%
18%
  • Answered with the clause, checked by the analyst · 152 · 82%
  • Referred · 34 · 18%

34 referred questions

94%
6%
  • Taken by a specialist · 32 · 94%
  • Still open · 2 · 6%
Fictional sample cedant's question log in Reinsurance Contract Search, one quarter. A question is referred when the clause finder's confidence is below the ceded team's setting (medium by default).

What is reinsurance contract management?

Reinsurance contract management is the discipline of holding each reinsurance contract in a state where anyone entitled to rely on it can find out what it says, and in which version, without asking the person who negotiated it. It covers the documents, the program structure they create and the answers that come out of them.

The documents arrive from several hands and at different times. The NAIC notes that reinsurance contracts "may be negotiated with a reinsurer or arranged through a third party; i.e., a reinsurance broker or intermediary" (NAIC, Reinsurance), so the slip, the wording and the endorsements of one treaty can come from the broker over months, while facultative certificates arrive one risk at a time. Statutory accounting puts a clock on the paperwork too: a contract not finalised, written and signed within nine months of inception is presumed retroactive, a rule explained in the 9 month rule in reinsurance.

When the documents are not managed, the cost arrives years later. In a First Circuit case decided in 2000, a cedant billed its facultative reinsurer for $225,000 in 1993 but could not produce the certificate; the court recorded that until it was found in August 1995 the reinsurer had grounds to doubt the reinsurance existed at all (Commercial Union v. Seven Provinces). Two years of a recovery went on a missing document before any clause was argued. Facultative vs treaty reinsurance takes that case further.

How do claims teams check reinsurance coverage today?

Mostly by emailing the ceded team and waiting. The adjuster on a large loss writes to the one or two people who know the program, the question joins a queue behind accounts and renewals, and the answer comes back days later as an email that may or may not cite a clause. Botminds' estimate from ceded team practice is two to five days for a written answer on a large loss, and about 32 working hours of effort, most of it spent finding documents.

Two ways the business gets a coverage answer, and why only one scales

Email the ceded specialistSelf-serve answer with the clause quoted
Time to an answer

Email the ceded specialist: Two to five days (Botminds’ estimate) on a large loss

Self-serve answer with the clause quoted: Seconds to a cited answer; the analyst’s check follows

What the answer rests on

Email the ceded specialist: The specialist’s memory of the program, sometimes a quoted clause

Self-serve answer with the clause quoted: The clause in force on the loss date, quoted in every sentence

Across the program

Email the ceded specialist: Usually the one treaty the asker named

Self-serve answer with the clause quoted: Every treaty, in inuring order, in one table

When no clause answers

Email the ceded specialist: The specialist says so, eventually

Self-serve answer with the clause quoted: Referred at once to a named specialist, with what was searched

What is kept

Email the ceded specialist: An email thread

Self-serve answer with the clause quoted: The question, the clauses returned, who checked and who signed

What it costs the specialist

Email the ceded specialist: Every question

Self-serve answer with the clause quoted: Only the referred questions and the checks

Left: typical practice described by ceded teams. Right: Reinsurance Contract Search as configured for the fictional sample cedant.

Why claims will not trust an answer that does not quote the clause

Because checking an uncited answer costs as much as producing it. A claims manager who receives "yes, the per risk treaty responds" has to go and find the clause to rely on it, which is the work the answer was meant to save. A quoted clause turns trust into a thirty-second check.

The research on legal AI says the same thing from the other side. The preregistered Stanford study of legal research tools found that the subtle errors, real sources cited for propositions they do not support, are harder to catch than invented ones: "Checking for these kinds of hallucinations requires users to click through to cited references, read and understand the relevant sources, assess their authority, and compare them to the propositions the model seeks to support" (Magesh et al.). An answer that quotes the deciding words removes the clicking through. NIST names the opposite risk too: automation bias, people over-relying on generative AI and rating its output above other sources as the systems become more reliable (NIST AI 600-1). The quotation is the guard against both.

Will staff trust AI answers? What the supervisors' surveys show

Staff trust AI answers where a person stays in the decision, and that is how financial firms are deploying it. Both the Bank of England's and EIOPA's surveys show adoption running ahead in assisted modes, where the system recommends and a human decides.

Supervisors find firms using AI to recommend and people to decide

80%

of UK survey respondents reporting AI agents for decision support

agents recommend, humans decide and execute

2%

reporting agents deployed with broad autonomy

83%

of EU insurers’ generative AI use cases assisted or semi-autonomous

human input and control remain fundamental

9%

of EU insurers’ use cases agentic today

Bank of England and FCA, Artificial intelligence in UK financial services 2026 (full-survey respondents, published October 2026); EIOPA, Generative AI market survey report (EIOPA-BoS-25-679). The two surveys use different categories.Source: Bank of England and FCA, 2026; EIOPA Generative AI report

The same Bank of England survey points at the weak spot in most rollouts: what happens after go-live. Human approval, pre-deployment review and vendor due diligence were each reported by more than 90% of respondents; ongoing monitoring, leakage testing and periodic recertification by only about half (Bank of England and FCA). For a contract search tool, ongoing monitoring means knowing, every quarter, how many answers were corrected by the analyst and which kinds of question are being referred.

What should be referred to a specialist?

Anything a clause does not answer with confidence, anything that commits the company to a position with a reinsurer, and anything where the documents disagree. Writing those rules down before launch is what lets claims rely on the rest.

Referral rules a ceded team can adopt on day one

  1. No clause answers with at least medium confidence

    The question goes to the named specialist for that line with what was searched, and stays open until someone takes it.

  2. The wordings conflict on a meaning

    Two treaties define the same term differently, or a slip and a wording disagree. The agents never decide a disputed meaning.

  3. The structure chart and the signed slips disagree on the program

    Shares, layers or inuring order. The analyst decides which document reflects the agreement.

  4. A facultative certificate may apply

    Certificates and counsel opinions stay with the ceded team, so any answer that depends on one is checked there.

  5. The answer would be sent to a reinsurer

    A coverage position to a reinsurer is the company’s position, signed by the head of ceded reinsurance.

  6. The question is about a loss in litigation or arbitration

    Counsel decides what is said and to whom.

Our starting rules, matching the limits configured in Reinsurance Contract Search for the fictional sample cedant. A ceded team should adapt the thresholds to its own program.

One referred question in the sample log shows the first rule at work: "Does the aggregate cover wildfire smoke damage with no serial number?" The aggregate cover's event definition does not settle smoke without an industry catastrophe serial number, so the question waits for the property specialist instead of receiving a plausible guess.

Who signs a coverage note?

A coverage note is signed under the ceded team's own sign-off rule, and the agents never send one. In the sample cedant the analyst checks the answer, the note writer drafts it with one numbered sentence per finding, each citing its article, and the head of ceded reinsurance signs with the position stated.

A coverage note signed with the position stated, and the clauses it cites

Coverage notes screen with a signing dialog for note CN-26-031 on the cold-storage fire: 'You are signing as Gareth Olufemi, Head of Ceded Reinsurance. The note goes to Tom Akers and Mei-Lin Tan with the eight clauses it cites.' The position reads 'Quota share responds $4.38M · per risk does not respond'. Behind it, the list of notes and the history of who asked, who answered, who checked and who sent the note to sign.
Reinsurance Contract Search on the fictional sample cedant. The signer chooses the position in plain words; the note carries the eight clauses that support it.

The settings decide which notes need the head's signature. Whatever the threshold, the principle holds: the agents never notify a reinsurer, never commit a recovery and never decide a disputed meaning, and the reinsurance program itself is read, never changed. That is what makes it safe to let claims ask.

How do you roll out a contract search tool? A 90-day plan

Roll it out on the past before the present: load last year's program, replay last year's signed answers, and open it to the business only when the replay is good enough to publish. The plan below is the sequence we suggest; the weeks will move with the size of the program.

A 90-day rollout for reinsurance contract search, with the evidence each stage produces

WeeksWhat happensWhat it proves
1–2Load two program years: wordings, slips, endorsements, structure charts, certificates and prior coverage opinionsEvery document is read article by article; gaps, such as a missing certificate, surface now
3–4Replay 40–60 signed coverage notes and score each answer sentence by sentenceA measured rate of correct, cited answers, and the question types that are referred
5Set the rules: referral confidence, named specialists, sign-off, who sees what by teamWritten rules the head of ceded owns, before anyone outside the team asks
6–8Open to claims for large-loss questions only; the analyst checks every answerReal questions, with the analyst’s corrections counted
9–10Add finance (amounts, accounts, cash calls) and underwriting (wording and response, no amounts)Each team sees its own slice of the same answer
11–13Publish the quarter: questions, answered share, referrals, corrections, time to answerThe number that earns the next quarter’s trust
Our suggested sequence. The replay in weeks 3–4 follows the accuracy test set out in the ChatGPT contract review guide in this series.

The replay is the step most rollouts skip and the one that matters most. It produces the only accuracy figure claims should believe, one measured on their own past questions, and the method is the one in the treaty accuracy test.

What to measure after go-live

Measure what claims and finance experience, and what the analyst corrects. Five numbers a quarter are enough: questions asked, the share answered without the specialist, referrals and how long they waited, sentences the analyst changed before saving a note, and the median time to a cited answer.

The sample quarter shows the shape: 186 questions, 152 answered without the specialist, 34 referred with two still open, and a median of 9 seconds to a cited answer. Those are sample figures, not a customer's results. The number that most deserves watching is the one the sample does not headline: corrections. A falling correction rate is the evidence that the referral threshold can loosen; a rising one says a renewal changed something the agents are misreading, and is the trigger for a fresh replay.

A coverage note checked by the analyst before it goes for signature

Coverage notes screen showing draft CN-26-031 on the cold-storage fire: the question from Tom Akers, then four numbered sentences — the quota share responds for 30%, $4.38M; the per risk treaty does not respond because the cyber event was caused by a Cyber Act; the catastrophe treaty is not reached, the aggregate excludes cyber loss and the casualty treaty responds above $5M; notice is owed to the per risk and quota share reinsurers by 2 November 2026 — each with numbered clause citations. Below, who checked, who signs and who receives, and the history of who asked, answered and checked.
Reinsurance Contract Search on the fictional sample cedant. Each sentence carries numbered citations, and the history shows who did what and when.

How do you keep answers right after a renewal?

Treat every renewal as a change to the answers, not just to the documents. The rule that the wording in force on the loss date decides means that from inception every new loss is answered from the new wordings, while losses before it keep the old ones; the risk is a change nobody outside the ceded team noticed.

The sample program shows how small such a change can be. At the 2026 renewal, line 14 of the per risk slip, agreed on 18 December 2025, removed the words "a Cyber Act or" from the treaty's fire write-back. Nothing else about the treaty moved: same limit, same retention, same reinsurers. For a ransomware fire, those four words were the whole difference between recovering $12.38M across the program and recovering $4.38M. A claims handler who remembered last year's answer would have been confidently wrong.

A ceded team can make renewals safe in four steps. Load the new wordings, slips and endorsements before inception and let the clause comparison list every clause family that changed against last year. Tell claims, finance and underwriting which families changed, in plain words, before the first loss under the new program. Re-run a handful of last year's signed notes on the new wording as labelled what-ifs, to see which answers would now differ. And for the first quarter, refer questions on the changed families to the specialist even where the clause finder is confident. Drafting and comparing the wordings during the renewal itself is a separate job, done by Treaty Wording Comparison.

Every treaty's clause side by side, with what changed at the last two renewals

Clauses compared screen for the cyber clause family, tested on a ransomware fire like the sample cold-storage loss: quota share follows the original form and responds $4.38M; per risk narrowed at the 2026 renewal and does not respond, $8.0M net; catastrophe not reached; aggregate excludes cyber loss without exception; casualty gives back third-party injury above $5M. A banner flags where the program disagrees for the 1 January 2027 renewal, and a panel lists what changed at the last two renewals: per risk Art. 9.3 at slip line 14 on 18 December 2025, and a data-centre form added to the quota share's Schedule B by Endorsement 1 on 1 January 2026.
Reinsurance Contract Search on the fictional sample cedant. The renewal changes sit under the comparison, so the business can be told which answers moved.

Where Reinsurance Contract Search fits, and where it does not

Reinsurance Contract Search answers coverage questions from the contracts; it does not replace the systems that book, bill and place them. It reads the claim system and the booked reinsurance program read-only, and changes neither.

It is not a reinsurance administration or accounting system: premiums, accounts and reinstatement premiums are booked elsewhere, and Ceded Reinsurance Accounting covers that work. It does not draft or compare wordings at renewal, the job of Treaty Wording Comparison, and it does not bill reinsurers for recoveries, which belongs to Reinsurance Recoverables Management. Where it fits is between the documents and the people who need them: the questions that today wait in a specialist's inbox. For the role that inbox belongs to, see the ceded reinsurance analyst, or start from Reinsurance Contract Search.

Questions people ask

What is reinsurance treaty management?

It is the same discipline seen from the treaty side: keeping each treaty's documents, structure and panel current from placement to run-off. Most teams use the two terms interchangeably. Facultative certificates need the same management and are the documents most often missing when a large loss arrives.

Does contract search replace a reinsurance administration system?

No. An administration system books premiums, shares and accounts; contract search answers what the documents say. Reinsurance Contract Search reads the booked program to apply shares and layers but never changes it, so the two run side by side.

How long does it take to roll out reinsurance contract search?

A rollout that replays past questions before opening to the business takes about a quarter for a mid-size program, on our suggested plan. The documents load in the first fortnight; most of the time goes on the replay, the rules and a period in which the analyst checks every answer.

What happens to answers when a renewal changes a clause?

Answers for losses after the change use the new wording, and answers for earlier losses keep the old one, because the wording in force on the loss date decides. Reinsurance Contract Search shows last year's wording beside the new one, clearly labelled, so the change is visible rather than silent.

Can brokers or reinsurers see the answers?

Not through the tool. Answers stay inside the cedant, each team sees its own slice, and the agents never notify a reinsurer. A position goes to a reinsurer only in a coverage note the head of ceded reinsurance has signed.

Reinsurance Contract Search.
See it on your own files.

An agentic solution from Botminds. Ask what your reinsurance covers in plain words, and get the clause that answers it. Book a demo, or explore how it works.