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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

Fuel cost ratio (fuel spend ÷ revenue)

Hypothesis

Estimated value

Not available

How it's produced
Fuel — largest variable operating cost

Sources

  • American Transportation Research Institute — An Analysis Of The Operational Costs Of Trucking (2024 · Average Marginal Cost ~$2.26/mile, Fuel ~$0.48/mile → Fuel ~21% Of The Per Mile Cost Base) (https //truckingresearch.org/about Atri/atri Research/operational Costs Of Trucking/) · published benchmark / reasoned-estimate citation

Assumed inputs — reasoned defaults

  • Fuel cost ratio (fuel spend ÷ revenue): American Transportation Research Institute — An Analysis of the Operational Costs of Trucking (2024: average marginal cost ~$2.26/mile, fuel ~$0.48/mile → fuel ~21% of the per-mile cost base) (https://truckingresearch.org/about-atri/atri-research/operational-costs-of-trucking/)

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 →