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Ceded reinsurance systems: re-run 24 months of bookings before you buy

The fairest test of a ceded reinsurance system is the past: give it your wordings, let it recompute every reinstatement premium and commission booked in the last two years, and count the differences. Statutory accounting fixes the period each adjustment belongs to, so the test has a right answer. Here is the replay, what it found on a sample programme in Ceded Reinsurance Accounting, and what to ask any vendor.

Updated · 14 min read

A ceded reinsurance system keeps an insurer's outward reinsurance: the treaties and their terms, cessions and recoveries, the adjustments the wordings make after losses, such as reinstatement premiums and sliding-scale and profit commissions, and the statements sent to reinsurers. The best test before buying one is not a demonstration but a replay. Give the system your wordings and the last 24 months of paid losses and quarterly accounts, let it recompute every adjustment you booked, and count where it disagrees with your books and why. Ceded reinsurance work is hard because each wording states its adjustable terms differently and the figures often live in spreadsheets, so a replay tests exactly the part that goes wrong. Botminds' Ceded Reinsurance Accounting runs this replay as a standing monthly check, and this guide uses its sample programme to show what one finds.

The sample programme belongs to a fictional insurer, Northmere Mutual, with 14 treaties; its figures are sample data, not a customer's results.

What a 24-month replay in Ceded Reinsurance Accounting found on one sample programme

Profit commission, property surplus 2024 · not claimed
+$393,300.00 due to the insurer
Reinstatement, per risk layer 2, 21 July · no time pro rata
−$379,726.03 overcharged
Reinstatement, per risk layer 2, 9 September · never billed
+$368,219.18 owed to reinsurers
Sliding scale, homeowners quota share 2025 · not run
+$322,000.00 due to the insurer
Reinstatement, per risk layer 2, 22 April · no time pro rata
−$171,221.92 overcharged
Reinstatement, catastrophe layer 1, wind event
agrees to the cent
The solution's fictional sample programme: every adjustment booked in the last 24 months worked out again from the wordings. Of 41 booked adjustments, 36 agree to the cent; the five above are the rest, and one agreeing row is shown for scale. Bars show the size of each difference, whichever way it runs.

What should a ceded reinsurance system do?

A ceded reinsurance system should turn each wording into rules, apply them to every loss and account as it arrives, and show its working well enough that an accountant can approve it and an auditor can follow it. That is a narrower and harder job than holding treaty data. Most of the money that goes astray in ceded reinsurance goes through the terms that adjust after the fact, so the questions that separate systems are about those terms.

Why the last 24 months are a fair test

The past makes a fair test because statutory accounting says which period every adjustment belongs to, and the inputs for each period are fixed and dated. For adjustable commission and premium features, the rule NAIC Issue Paper No. 75 set down for property and casualty reinsurance, now carried in SSAP No. 62R, is direct: "An accrual shall be maintained for these adjustable features based upon the experience recorded for the period" (IP 75). Given the wordings and the experience recorded in each period, there is one right figure per period, and a system either produces it or does not.

Twenty-four months is long enough to matter. It covers two renewals, eight quarterly reviews of every sliding scale, every payment into every excess layer and, in the sample programme, a profit commission whose first calculation fell due 30 months after inception. It is also short enough that the people who booked the figures are still there to explain them, and that a difference can still go on an account rather than into a dispute about a closed year.

When should reinstatement premium be booked? Billing and accrual are two answers

Reinstatement premium is billed when the wording makes it due, often as the loss is paid, but under statutory accounting it is recognised in the period the loss event occurs, which can be a quarter or more earlier. A replay has to test both. The billing test asks whether each payment produced the premium the wording charges; the accrual test asks whether each quarter-end carried the additional premium that the period's losses had already triggered.

The two tests catch different failures. A payment that no account ever reached, like the sample's 9 September payment, fails the billing test. A large loss reserved in one quarter and paid in the next fails the accrual test if nothing was carried at the first quarter-end. One per-risk loss, followed from reserve to payment, shows both entries.

The replay, step by step

A replay needs no integration to run as a trial. Files are enough: the wordings and endorsements, a paid-loss extract with dates and references, the quarterly premium and loss accounts, and the adjustments booked. What matters is that the period, the inputs and the scoring are agreed before the system sees them.

Run a 24-month replay on any ceded reinsurance system

  1. Fix the window and the treaties

    Every adjustable treaty in force in the last 24 months, including expired years still adjusting.

  2. Hand over the wordings as signed

    Slips, wordings and every endorsement, with dates, so the system has to pick the version in force.

  3. Give it the raw losses, not your workings

    Paid losses by date, claim, risk or event reference, and the quarterly premium and loss accounts.

  4. Keep the booked figures back

    Compare only after the system has produced its own figures, so it cannot fit to yours.

  5. Ask for the working on every line

    Each figure with its steps and the clause each step rests on; a total without steps is not a result.

  6. Classify every difference

    System wrong, booking wrong, or wording ambiguous; settle each with the clause in front of you.

  7. Count both directions

    Money due to you and money you owe. A test that only finds the first is not a test.

  8. Agree what happens to the findings

    New lines on the next account, approved by a person; booked entries are not reversed by the trial.

The order of the third and fourth steps is the one most often broken in vendor trials. A system that sees your booked figures first can reproduce them, errors included, and look accurate. The replay is only informative if the system's figures are produced from the wordings and the raw losses alone.

What errors happen in reinstatement premium and commission? Where the money hides

On the sample programme the differences fell into four kinds, and none of them was a wrong multiplication. A time factor left out on two payments, a payment no account reached, a quarterly slide not run since December 2025 and a profit commission that fell due on 30 June and was never claimed. Each is a term or a date that a spreadsheet had no place to hold.

$1.63 million of differences on the sample programme, by cause

Share of the $1,634,467.13 in differences

33.7%
24.1%
22.5%
19.7%
  • Time pro rata left out (overcharged) · 33.7%
  • Profit commission not claimed · 24.1%
  • Payment never billed · 22.5%
  • Sliding scale not run · 19.7%
The solution's fictional sample programme; shares are our arithmetic on the sizes of the five differences. Net, $898,028.77 runs in the insurer's favour: $715,300 of unbilled commission and $550,947.95 of overcharged reinstatement premium, less $368,219.18 of reinstatement premium it owes.

The direction matters as much as the size. Two of the four kinds favour the insurer and one favours the reinsurers. A replay that surfaces only money due to the cedant should worry a controller, because it suggests the system was tuned to find recoveries. The sample run found $368,219.18 the insurer owed and had never billed, and put it on the next account like everything else.

Booked against the contract: each difference, the reason and the clause

Booked against the contract: every adjustment booked, worked out again from the wording, last check today 09:16. Four tiles: commission due to us, not billed, $715,300.00 on 2 treaties; reinstatement premium paid too much $550,947.95 on 2 payments, time pro rata left out; reinstatement premium never booked $368,219.18 on 1 payment; agree to the cent 36 of 41 adjustments booked since October 2024. A table lists treaty, adjustment, booked, by the wording, difference, why and clause: Per Risk XL L2 reinstatement paid 22 April booked $1,008,000 by the wording $836,778.08, charged with no time pro rata, 303 of 365 days left, Article 9.2; the 21 July payment booked $840,000 against $460,273.97; the 9 September payment not booked, $368,219.18, Article 9.4; Homeowners QS 2025 sliding-scale adjustment at 30 September not booked, $322,000, quarterly adjustment not run since December 2025, Article 11.5; Commercial Property Surplus 2024 profit commission first calculation not booked, $393,300, due 30 June not claimed, Article 12.4; Property Cat XL L1 reinstatement for a windstorm $966,000 agrees. Each difference has a button to add it to the October account.
The solution's fictional sample programme. Each row carries the booked figure, the figure by the wording, the reason in plain words and the clause, which is what an auditor or a reinsurer will ask for.

Can a booked reinstatement premium be recalculated, and who changes the books?

Yes, it can always be recalculated, because the wording and the dated losses do not change; whether and how the books change is a person's decision, not the system's. In the solution the booked-figure checker never reverses an entry. It proposes each difference as a new line on the next account, with the booked amount, the amount by the wording and the clause, and the accountant decides whether to add it.

That design is deliberate. A correction to a closed period has consequences beyond the ceded account: statements already sent, reinsurers' own books, and the insurer's policy on prior-period adjustments. A system that silently rewrites a booked reinstatement premium leaves the accountant explaining a number she did not post. A system that drafts the correcting line leaves her deciding it.

How do you audit reinstatement premiums and commissions? Score the trial the same way

Internal audit tests ceded adjustments the way the replay does: take a booked figure, recompute it from the wording and the losses, and ask for the evidence behind each input. The same scorecard works for a vendor trial, and it should separate the system's mistakes from the insurer's, because only the first say anything about the system.

A scorecard for a ceded reinsurance system trial

MeasureWhat it showsHow to count itSample programme
Adjustments recomputedCoverage of the trialBooked adjustments in the window that the system worked out again41
Agree to the centWhere the books were already rightRecomputed figures equal to the booked figure36 of 41
Differences explained with a clauseWhether each finding is checkableDifferences whose working cites the wording that decides them5 of 5
System errorsThe system’s own accuracyDifferences the review traces to the system, not the bookingCounted by the reviewer, not the vendor
Unusual terms flaggedWhether it knows what it does not knowTerms held for a person to confirm before first use1 (time pro rata)
ThresholdNoise kept out of the reviewSmallest difference listed$500
Sample figures from the solution's fictional programme. The system-error row is the one a buyer should insist on scoring independently.

Who checks booked commissions after go-live is a separate question with the same answer: someone who did not book them, with the working in front of them. In the solution the check runs monthly over 24 months, by default, and the head of ceded reinsurance sees every difference, so the review no longer depends on someone rebuilding the spreadsheets.

What to ask a ceded reinsurance system vendor

Ask questions whose answers you can test in the replay. Answers about connectors, dashboards and roadmaps can wait; answers about how the system reads a wording and what it does when it is unsure cannot.

Ten questions for any ceded reinsurance system

  1. Show me the clause behind this number.

    Every adjustment should open the wording at the clause it used, in the version in force.

  2. What do you do with a term you have not seen before?

    The right answer is to hold it for a person, not to apply the programme’s usual rule.

  3. How do you split a payment that crosses a reinstatement?

    Ask for the working on a real crossing payment from your own losses.

  4. Where does the time factor count from?

    Date of loss or payment, and how the system knows which.

  5. Which premium do reinstatements use before the final premium is known?

    And what happens to every earlier reinstatement when it is.

  6. How is a loss carried forward into a slide, and for how long?

    As the wording defines it; ask to see a carry-forward that has expired.

  7. Do you ever change a booked entry?

    The answer should be no; differences become new lines for a person to approve.

  8. Who can approve, and who must sign?

    Approvals by person and by amount, with the meaning of each signature kept.

  9. How do statements split by share?

    Shares must total 100%, and each line must add up to the cent.

  10. What does the replay find on our last 24 months?

    The only answer that settles the others.

Where Ceded Reinsurance Accounting fits in a ceded reinsurance system, and where it does not

Ceded Reinsurance Accounting is the reading-and-calculating layer of a ceded reinsurance system, not the whole of it. It reads wordings, watches paid losses, works out reinstatements and commissions, re-checks what was booked and drafts statements, and it keeps a person at every decision. It does not replace the general ledger, which keeps the booked entries, or the claims system, which it reads but never writes to.

Agents at work on one payment: matched, split, read, then calculated

Worksheet for Per Risk XL Layer 2 while the agents run on the 9 October payment: a banner for the $2,000,000 paid from claims at 09:14, the limit track now at $8,000,000 used of $22,500,000 with the payment split marked at $7.5M between the first and second reinstatement bands, and an empty worksheet saying the payment has not been worked out yet. The side panel lists the run: paid loss watcher matched claim PR-26-04417 to risk 4417 and this layer; the loss to the layer goes from $6,000,000 to $8,000,000 and crosses the end of the first reinstatement; the wording reader confirms Article 9, version 3, 100% then 125%, pro rata as to amount and time on the deposit premium basis; the reinstatement calculator is working out $1,500,000 at 100% and $500,000 at 125% with 200 of 365 days left.
The solution's fictional sample programme. Each agent's step is shown as it runs, so a reviewer sees what was matched and read before seeing a number.

Several neighbouring jobs belong to other tools. Matching the insurer's accounts to the statements reinsurers and brokers send back is reconciliation, the work of Reinsurance Account Reconciliation. Chasing what reinsurers owe on paid losses belongs to Reinsurance Recoverables Management, and measuring contracts under IFRS 17 or reconciling statutory and GAAP figures to Statutory, GAAP & IFRS 17 Reconciliation. The solution's limits are worth knowing too: it cannot assign a payment that arrives without a risk or event reference, it will not fill a term the wording does not state, and it waits for a person on any term that differs from the rest of the programme.

For the go-live that follows a good replay, reinsurance accounting software, live inside one quarter-end sets out the order. For the reinstatement arithmetic the replay leans on, see three worked cases. To run the replay on your own last 24 months, start from Ceded Reinsurance Accounting.

Questions people ask

What is a good match rate in a replay?

There is no standard, and the rate matters less than the explanations. On the sample programme 36 of 41 booked adjustments agreed to the cent; what made the other five useful was that each came with the booked figure, the figure by the wording, the reason and the clause.

Does a replay need the reinsurers' statements?

No. A replay tests the insurer's own figures against its wordings. Comparing those figures with what reinsurers and brokers report back is a different job, account reconciliation, and it is easier once the insurer's side is right.

Can AI read reinsurance wordings reliably enough for this?

Only with its working shown. In EIOPA's 2026 survey of European insurers, inaccurate outputs were the most-cited risk of generative AI, and 64% of the reported uses were internal back-office ones. That is why every figure in a replay should cite its clause, and why a term the system has not seen before should wait for a person.

How often should booked adjustments be re-checked after go-live?

Often enough that a missed term is found while it can still go on an account. The solution's default is monthly, 24 months back, listing any difference above $500; an insurer can choose quarterly over 36 months instead.

What if the wording and the slip disagree?

The difference is itself a finding. The solution reads the wording, the slip and every endorsement, ties each term to the version it came from, and holds anything that conflicts or departs from the rest of the programme for a person to confirm before it is used.

Ceded Reinsurance Accounting.
See it on your own files.

An agentic solution from Botminds. Reinstatements, sliding-scale and profit commissions worked out from the contract wording, with the clause beside each step. Book a demo, or explore how it works.