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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

  1. 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.

  2. 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

  1. Name

    Reserve workbook copy

    Owner

    Authorized actuarial owner

    Minimum scope

    Relevant triangles, factors and formulas

    Quality check

    Preserve version, valuation date and protected cells

  2. 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
  1. Review fictional workbook schemas and evidence excerpts; no financial-data retrieval, calculation execution or workbook writes.

Compatibility unknowns
  1. Current connector access, formula support, historical coverage and runtime compatibility are unknown.

External actions requiring approval
  1. 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
  1. 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

  1. 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.

  2. 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
  1. Define workbook scope and review-evidence conventions.

Ongoing review
  1. Qualified actuaries verify findings and authorize any controlled change.

Unknowns
  1. 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
  1. Flag both issues; retain version/context; compute no reserves and give no actuarial sign-off.

Stop conditions
  1. Stop if valuation context, evidence authority or workbook-change permission is unresolved.

Limits

  1. A cell-referenced review plan cannot establish reserve adequacy, actuarial validity or correctness of a controlled workbook.

Tasks: Money & accounting

Useful for: Finance professional

Editorial relevance from the title and source-supported actions; not evidence of the operator’s occupation.
Claude CoworkIndependent testing: No

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.