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Ataski Financial Analyst
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Example: Manufacturing
Change example

What changed, what the analyst did, and what needs you.

✦ Ask the analyst

Available on every tab in your workspace — answers come with sources, the period, the calculation, and a confidence level.

Answers run on your connected books after signup. The sample keeps every number deterministic — it never improvises a reply.

Where this number comes from

Every input behind this number, its source, and how strong the evidence is.

Where this number comes from

Days payable outstanding (AP ÷ COGS × 365)

Hypothesis

Estimated value

41

How it's produced
Accounts payable / cash disbursement timing

Sources

  • Reasoned Smb-Median Estimate (~35 Days). Basis · Apqc Cross Industry DPO Open Standards Benchmark Clusters ~30–50 Days (median ~40); Smbs Without Supplier Financing Leverage Typically Pay Nearer Their Net Terms. No Clean Free Per Segment Public Benchmark Exists. Re Validate Against Customer AP Aging. · published benchmark / reasoned-estimate citation

Assumed inputs — reasoned defaults

  • Days payable outstanding (AP ÷ COGS × 365): Reasoned SMB-median estimate (~35 days). Basis: APQC cross-industry DPO open-standards benchmark clusters ~30–50 days (median ~40); SMBs without supplier-financing leverage typically pay nearer their net terms. No clean free per-segment public benchmark exists. Re-validate against customer AP aging.

Confirm these in your contract/books to upgrade the evidence level.

Evidence level

This number carries no source signal, so we treat it as an unverified assumption.

  • Observed Cited to a source-confirmed figure in your books.
  • Explained Derived, but every input traces back to observed data.
  • Inferred A reasoned default — defensible, but not measured.
  • Hypothesis A raw assumption that still needs verification.

How forecast accuracy is scored → · Reference →