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Ataski Financial Analyst
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Example: Construction
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

Retainage withheld (retention receivable ÷ progress billings)

Observed

Observed value

0.10

Money effect this period, actual vs plan

Actual
$214,000
Plan
—
Forecast
—
How it's produced
Retention receivable / withheld cash
Period
2026-04-30

Sources

  • Reasoned Construction Estimate (10% Retainage Withheld). Basis · 5–10% Retainage Is The Near Universal Contract Term In Us Commercial Construction (many States Cap Public Works Retainage At 5–10%); 10% Is The Common Private Contract Ceiling. The Figure Is A Contract Term, Not A Surveyed Benchmark, So No Statistical Source Url Is Cited. Re Validate Against The Tenant's Contract Terms And Retainage Receivable Balance. · published benchmark / reasoned-estimate citation

Assumed inputs — reasoned defaults

  • Retainage withheld (retention receivable ÷ progress billings): Reasoned construction estimate (10% retainage withheld). Basis: 5–10% retainage is the near-universal contract term in US commercial construction (many states cap public-works retainage at 5–10%); 10% is the common private-contract ceiling. The figure is a contract term, not a surveyed benchmark, so no statistical-source URL is cited. Re-validate against the tenant's contract terms and retainage-receivable balance.

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

Evidence level

Cited to a confirmed entry in your books.

  • 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 →