Official recipe · Tool workflows
Validate reserve workbooks before actuarial review
Source-backed example. Practical decision guidance is proposed and untested; this is not a full implementation guide.
The problem
Reserve spreadsheets require careful review of formulas and factor changes against prior filings and guidance.
Agent job
Inspect reserve triangles, retrieve authorized historical material and prepare cell-linked review findings.
Expected output
An actuarial-review brief linked to workbook cells.
Where this framing comes from
- Core problem: Editorial purpose framing
- Agent job: Editorial purpose framing
- Expected output: Editorial purpose framing
- Relevant job roles: Editorial purpose framing
- Benefit type: Editorial purpose framing
Editorial framing and outcome limits
Describes the task’s purpose and intended output; measured benefit, safe unsupervised operation and successful delivery are not established by this framing.
Editorial synthesis based on the linked source. This framing does not add evidence of successful delivery or results.
Case-specific decision guidance · untested
Case-specific decision guidance and first checks are original proposals. The linked source supports the attributed task; this added guidance has not been executed.
Read the attributed source evidence and original caveats below ↓
Why use this
An actuarial reviewer may need to follow a reserve-workbook change through formulas, factors and historical supporting material. A cell that appears reasonable in isolation can be inconsistent with the triangle structure or the documented assumption history.
This job could prepare a cell-linked review brief that exposes discrepancies and unanswered questions. Keeping workbook diagnostics separate from actuarial conclusions helps the qualified reviewer decide what to investigate before approving any change.
Why an agent / simpler alternative
- Useful judgment
Reconcile cell references, period definitions and factor provenance, distinguishing formula issues from judgment-dependent assumptions.
- Simpler alternative
Use existing actuarial validation controls when the workbook and supporting records follow a stable standard.
- Unsuitable when
The workflow would certify reserve adequacy, replace actuarial judgment or modify controlled workbooks without approval.
Proposed inputs
- Name
Reserve workbook copy
- Owner
Authorized actuarial owner
- Minimum scope
Relevant triangles, factors and formulas
- Quality check
Preserve version, valuation date and protected cells
- Name
Supporting evidence
- Owner
Qualified reviewer
- Minimum scope
Approved historical filings/guidance and assumption notes
- Quality check
Check applicable period and source authority
Access and setup — proposed or unknown
- Proposed minimum
Review fictional workbook schemas and evidence excerpts; no financial-data retrieval, calculation execution or workbook writes.
- Compatibility unknowns
Current connector access, formula support, historical coverage and runtime compatibility are unknown.
- External actions requiring approval
Confidential-data access/sharing, paid sources, workbook changes and formal actuarial submissions require appropriate authorization.
Expected deliverable and review checks
- Proposed artifact
Actuarial-review candidate brief with cell pointers, formula/factor questions, source lineage and pending expert checks.
- Critical checks
Align periods and triangle orientation; distinguish formulas from overrides; preserve factor-change rationale; make no adequacy conclusion.
- Missing output evidence
This overlay adds no new output inspection, execution or validation; consult the referenced canonical source outcome limits.
Failure signals and proposed responses
- Signal
A factor changes without an accompanying rationale
- Why it matters
The model contains an unexplained assumption
- Proposed response
Identify the cell and request authoritative support.
- Signal
A copied formula shifts a reference range
- Why it matters
The result may include the wrong periods
- Proposed response
Flag the reference difference for workbook review.
Effort and cost — unknown
- Setup work
Define workbook scope and review-evidence conventions.
- Ongoing review
Qualified actuaries verify findings and authorize any controlled change.
- Unknowns
Workbook complexity, source completeness, actuarial interpretation and review costs are unknown.
First check — proposed, unexecuted
- Status
proposed_unexecuted
- Synthetic fixture
Invent a small triangle schema with an unexplained factor override and shifted formula reference; draft a cell-linked issue list.
- Acceptance checks
Flag both issues; retain version/context; compute no reserves and give no actuarial sign-off.
- Stop conditions
Stop if valuation context, evidence authority or workbook-change permission is unresolved.
Limits
A cell-referenced review plan cannot establish reserve adequacy, actuarial validity or correctness of a controlled workbook.
Editorial candidate. This is source-backed reporting or a documented workflow. BotCurrent has not independently tested this task. A proposed Canadian adaptation is not evidence of a Canadian deployment or compliance certification.
Original source
https://academy.claude.com/use-cases/validate-reserves-and-draft-filing-narrative-with-claude-for-excel ↗Attributed to: Anthropic
Official recipe- Original action type
- tool_action
- What the source supports
- Read reserve triangles, retrieve past filings and bulletins through a custom connector, check formulas and factor changes, and prepare a cell-referenced review brief.
- Source outcome limits
- This official recipe describes a procedure; it does not prove successful execution or independently reproduced results.
- Evidence attribution caveat
- This official recipe describes a procedure; it does not prove successful execution or independently reproduced results.
- Source approval description
- Source retains actuarial sign-off and review before workbook changes.
- Named tools
- Claude Cowork; custom NAIC MCP; Claude for Excel; Claude for Word
- Model or version
- Unknown
- Publication date
- Unknown
- Source last checked
- 2026-10-14
- Demonstrated in Canada
- Unknown
- Canadian availability
- Unknown
- Proposed Canadian adaptation
- Canadian actuary must replace US-specific regulatory references and approve reserve methodology; no Canadian connector is demonstrated.
- Recommended approval boundaries
- Review source references and artifacts; approve any posting, external send, ledger entry, contract acceptance or sensitive-data disclosure separately.