Actuarial opinion and report automation: the year-end report drafted from the reserve analysis, every exhibit tied to the annual statement
The year-end report drafted from the analysis, every exhibit tied out.
See one case, screen by screen ↓Software that drafts the appointed actuary's Actuarial Report and Statement of Actuarial Opinion from the reserve analysis and keeps every number tied to the annual statement. Actuarial Opinion & Report Automation uses six agents to read each statement version, keep the tie-out, draft exhibits and narrative, explain the change from the prior report, check the documentation and draft the reinsurance collectability comment. The appointed actuary accepts every change and signs.
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Every year the appointed actuary signs an opinion on carried reserves, backed by an Actuarial Report that has to tie to the annual statement, map the data to Schedule P, explain the change from the prior report and document every method, assumption and judgement. It is written in the last weeks of close — while the statement is still moving.
Reserve committees, top-side entries and line reclassifications land in the two weeks before the 1 March filing. Exhibits pasted from Excel a week earlier go stale and nobody notices; a sentence in §4 still quotes last week's carried amount. Inconsistent exhibits and thin documentation are what a peer reviewer — or the department's actuary — finds first.
Estimated split of senior actuarial time for one report and opinion, by hand and with the solution.
Six agents draft the report and keep every number tied to the statement; the appointed actuary accepts and signs.
Thursday 25 February, four days before the opinion is filed. Sable Point Mutual's draft report ties to statement v13 — until statutory reporting posts v14. Here is the afternoon, screen by screen, in the working solution.
Elena opens the tie-out. On the left, draft v7 of her Actuarial Report — 84 pages, 41 exhibits: Exhibit A of the opinion, Exhibit 1 carried against her estimates, Exhibit 1B carried IBNR for accident year 2023. On the right, annual statement v13: the Liabilities page, Schedule P Part 1 by line. Between them a green ribbon runs from every number to its statement line. 312 hold, 0 broken. The opinion is due Monday 1 March.
“296 more ribbons in 38 other exhibits · all hold”
After the reserve committee on 23 February, the umbrella book written on commercial package forms is reported under other liability – occurrence. Dana posts statement v14: $6,800k of accident year 2023 IBNR moves from Schedule P Part 1E to Part 1H-1. Four lines change; the Part 1 Summary total stays at 612,400.
The change note: “umbrella and excess book now under other liability – occurrence; total reserves unchanged”
Elena presses “Re-check every ribbon against v14”. The statement reader reads v14 and compares it with v13 line by line. The tie-out checker re-checks all 312 ribbons: 308 hold, 4 broken — the carried amounts for commercial multiple peril and other liability – occurrence in Exhibit 1, and their 2023 IBNR in Exhibit 1B. Exhibit A and the opinion still tie: net losses 503,950 and LAE 108,450.
“4 ribbons broken — 4 exhibit cells and 3 sentences need updating”
Elena updates the 4 cells and the ribbons hold again, 312 of 312. Then the report drafter shows the words that still use the old numbers — §4.2, §4.3 and §6 — each with a margin note saying why the ribbon broke and a redraft beside it: other liability – occurrence is now $95.3 million, $1.4 million above her point estimate of $93.9 million.
“Statement v14 carries $95,260k for this line (Schedule P Part 1H-1). The sentence still says $88.5 million.”
Commercial multiple peril is now carried at $68.2 million, $1.9 million above her point estimate; workers' compensation, $3.1 million above, now carries the largest margin. The §6 sentence about one line's shortfall offsetting the other's margin no longer holds, so it is redrafted too. Each sentence changes only when she presses Accept or edits it herself.
The report drafter never changes a selection or a judgement; every redraft waits for the appointed actuary.
Earlier in the week the agent read Schedule F, Part 3 and the ratings: ceded reserves of $150.8 million, 84% with reinsurers rated A− or better. Corvane Re, rated B and under review, owes $1.9 million on paid losses more than 90 days past due. It drafted the relevant comment; Elena accepted it on Wednesday 24 February.
“This comment does not imply an opinion on the financial condition of any reinsurer.”
The Statement of Actuarial Opinion — identification, scope, opinion, relevant comments, Exhibit A and Exhibit B — sits beside its sign-off checks: every ribbon holds, the report's words agree with the statement, Exhibit A ties to the Liabilities page and Schedule P, the data reliance certification is attached, the reinsurance comment is accepted, peer review of the opinion is cleared. 6 of 6. Ready to sign.
Signing is blocked while any ribbon is broken or a sentence disagrees with the statement.
The sign dialog shows what she is signing: Sable Point Mutual, as of 31 December 2026, statement v14 with 312 of 312 ribbons holding, carried net $612,400,000 — $9.0 million above her point estimate — and a Reasonable opinion. Her signature is recorded with the time, the statement version and the report draft. Statutory reporting files it with the annual statement on Monday 1 March.
Her net point estimate went from $571.8 million to $603.4 million: $201.4 million paid on prior years, $219.6 million for accident year 2026 and $13.4 million of adverse development — $9.8 million of it in other liability – occurrence. Each method and assumption change carries its memo: AM-2026-11 raised the expected loss ratio for other liability – occurrence, accident years 2022–2024, from 64% to 69%.
The report is read against the instructions (¶¶2–7), ASOP No. 36 and ASOP No. 41. Two gaps stay open: the workers' compensation tail moving from 1.032 to 1.041 is in Exhibit 9 but not explained in §3, and the date and manner of the audit committee presentation are missing. The reviewer has drafted the missing §3 paragraph. When Elena inserts it, the gap closes, and so does Tom Okafor's matching peer-review comment.
“Drafted by the documentation reviewer · you close it”
The same afternoon, seen by the four people who carry the report — what their close looked like, and what it looks like now.
Six agents draft the report and keep every number tied to the statement; the appointed actuary accepts and signs.
Reads every posted version of the annual statement — the Liabilities page, Schedule P Parts 1–3, Schedule F — and compares it with the last, line by line.
Keeps a ribbon from every number in the report and the opinion to its statement line, and re-checks all of them when either side changes.
Drafts the exhibits and narrative from the reserve analysis, last year's report and the house style; redrafts sentences when a number moves.
Builds the change from the prior report by line and accident year, citing the memo or triangle behind each movement.
Reads the report and opinion against the instructions ¶¶2–7, ASOP No. 36 and ASOP No. 41, and lists each gap with its paragraph.
Reads Schedule F, ratings and balances over 90 days, and drafts the relevant comment on collectability.
Accepts every redraft, closes gaps, signs; a peer reviewer comments. The agents propose; a named person decides.
The actuary can ask about the report in plain words — or tell it what to draft. Every answer is cited to the statement, the exhibit or the memo.
What did statement v14 break?
Dana's v14 moves the umbrella book, and $6.8 million of accident year 2023 IBNR, from commercial multiple peril to other liability – occurrence. Totals are unchanged, so Exhibit A and the opinion still tie. Four ribbons break: the carried amounts for both lines in Exhibit 1, and their 2023 IBNR in Exhibit 1B. Three sentences use the old numbers: §4.2, §4.3 and §6.
Is carried still inside my range?
Yes. Carried net reserves of $612.4 million are $9.0 million above your point estimate of $603.4 million and inside your range of $574.2–648.9 million. By line, v14 brings other liability – occurrence to $95.3 million, $1.4 million above your point, and commercial multiple peril to $68.2 million, $1.9 million above. Every line is now inside your range.
What changed since last year's report?
Your net point estimate rose from $571.8 million to $603.4 million: $201.4 million paid on prior years, $219.6 million for accident year 2026, and $13.4 million of adverse development on prior years. Other liability – occurrence is $9.8 million of that, after you raised the expected loss ratio for 2022–2024 from 64% to 69%. The report must show this walk net, and gross where relevant.
Draft the narrative for the workers' comp tail change
Drafted for §3 — it is in your documentation gaps to insert or edit: “In the 2026 analysis I extended the paid development triangle for workers' compensation to 25 years and selected a paid tail factor of 1.041, against 1.032 last year. The change adds $2.1 million to my point estimate for the line…” It closes Tom Okafor's comment 8 when you insert it.
13 screens from the working solution, on its sample data. Pick one to see it large.
The rules every report and opinion is drafted and tied against. Changes are versioned and on the audit trail.
| Setting | Default | Choose from |
|---|---|---|
| Tie tolerance | $1k | $0 to $10k — above it the ribbon breaks |
| Statement feed | Annual statement tool export · every posted version | Every posted version · nightly at 02:00 · only when asked |
| Block signing while a ribbon is broken | On | On · off — the opinion cannot be signed until every number ties |
| Redraft sentences when a number moves | On | On · off — drafted for the actuary to accept; never changed without her |
| Materiality standard | 10% of statutory surplus · $49.9M | 10% of statutory surplus · 5% of net reserves · a fixed $50.0M |
| Opinion wording | NAIC illustrative wording, 2026 instructions | NAIC illustrative wording · last year's signed opinion — the opinion paragraph is the actuary's |
| House style | Actuarial Report 2025 (signed 28 Apr 2026) | Last year's signed report · a group reserving template |
| Peer review before the report is final | Tom Okafor, FCAS · Lindqvist Actuarial Partners | An outside peer reviewer · an internal reviewer — every comment answered before 1 May |
Every figure is labelled: a target the solution is built to, an estimate, a typical published result, or a proven one.
“demo” = seen in the working solution, on its sample company data · “target” = the design goal, measured in the live solution · “estimated” = our estimate (about three weeks of senior actuarial time to draft the report by hand) · “typical” = published figures (Carrier Management, Apr 2026, citing S&P Global Market Intelligence — $7.3B of adverse development in other liability – occurrence in 2025 — and Assured Research — an estimated $12.5B deficiency in that line). Instruction paragraphs and filing dates are from the NAIC Annual Statement Instructions – Property and Casualty, Actuarial Opinion. People, companies and reinsurers named on this page are fictional — characters and sample data in the working solution.
Software that drafts the appointed actuary's Actuarial Report and Statement of Actuarial Opinion from the reserve analysis and keeps every number tied to the annual statement. Actuarial Opinion & Report Automation uses six agents to read each statement version, keep the tie-out, draft exhibits and narrative, explain the change from the prior report, check the documentation and draft the reinsurance collectability comment. The appointed actuary accepts every change and signs.
Every number in the report and opinion keeps a ribbon to its source: statement version, schedule, line and column. Exhibit A ties to the Liabilities page and Schedule P Part 1 Summary; Exhibit 1 ties carried amounts by line to Schedule P Part 1. A difference above the tie tolerance — $1k in the working solution — breaks the ribbon.
The statement reader reads the new version and compares it with the last. The tie-out checker re-checks every ribbon and lists the exhibit cells and sentences that now need updating. In the working solution, a reclassification of $6.8 million of accident year 2023 IBNR was re-checked in 2 min 13 s: 4 ribbons broke, and 4 cells and 3 sentences were flagged.
No. The report drafter never changes a selection, method or judgement, and never writes the opinion paragraph — the opinion starts from the instructions' illustrative wording and the opinion paragraph is the actuary's. Redrafted sentences wait for the appointed actuary to accept or edit them.
No. Signing is blocked while any ribbon is broken or a sentence disagrees with the statement. The opinion shows six sign-off checks, and the signature is recorded with the time, the statement version and the report draft.
The documentation reviewer reads the report and opinion against the NAIC annual statement instructions for the actuarial opinion (¶¶2–7), ASOP No. 36 and ASOP No. 41, and lists each gap with its paragraph — for example, a tail factor change shown in an exhibit but not explained in the narrative. It drafts the missing text; only the appointed actuary closes a gap.
No. The annual statement is read-only to the agents. Statutory reporting owns it and posts each version; the solution reads, compares and ties to it.
The Agentic Solution Engine builds and deploys it from your requirements — last year's signed report and opinion, your annual statement exports, your reserve analysis and assumption memos — and it goes live once every quality gate has passed. We will walk you through it on your own prior-year report first.
Adverse development seen in weeks, not at the next quarterly review.
1-min demoActuarial Assumption ManagementAn auditor's question answered in minutes, with the original support attached.
1-min demoPremium & Claims ReconciliationBreaks found and explained on day one of close, each tied to its source records.
1-min demoWe'll run Actuarial Opinion & Report Automation on last year's report and your annual statement versions.