Reports checked against independent evidence

What did that report leave out?

Quaestio examines reports and evidence-based claims for potentially missing context, alternative explanations and uncertainty — with sources you can check.

3 free credits · no card · your document is never stored

Real audit · Deep Dive

NESO Winter Outlook 2026/27

55% complete

Completeness score

Partially Contextualised

The report’s headline figure

A projected electricity supply margin of 5.9 GW.

What Quaestio flagged

The audit identifies 0.7 GW of that margin as a modelling change, not additional physical capacity — context worth checking before interpreting the improvement.

0

documents stored

3

axes of omission

100%

cited counter-evidence

<30s

typical audit run

The scoring model

Three axes of omission

Every audit returns a 0–100 score per axis, an explicit assessment, and citations you can check yourself.

01

Boundary sensitivity

Detects baselines chosen to flatter a trend, and names the defensible alternative window that would change the conclusion.

02

Confounder accounting

Surfaces the secondary drivers a document credits to nothing — policy shifts, base effects, composition changes.

03

Uncertainty fidelity

Checks whether confidence intervals, sample limits and stated caveats survived into the headline claim.

Four stages, one request

The audit protocol

Nothing is queued, cached or saved. Each audit runs end-to-end in a single request and then ceases to exist.

01

Ingest

Paste text, upload a PDF, or point at a web link. Extraction runs inside your browser — the file itself never leaves your machine.

02

Decompose & scrub

Claims are broken into their empirical parameters. Company names, people and case numbers are stripped before anything leaves the session.

03

Retrieve

Only the abstract, de-identified queries reach independent search — hunting published evidence that contradicts or complicates the claim.

04

Score & report

A scored dial, an explicit assessment per axis, and 3–4 counter-perspectives with citations you can open and check yourself.

Sample output

What an audit surfaces

An illustrative excerpt from a financial report audit. Every real finding ships with the source it came from, linked.

Severe

Baseline shifted mid-trend

The claimed 34% improvement starts from an artificially depressed base year. Measured from the five-year average, the improvement is 9%.

Sector statistical bulletin · 2025

Moderate

Confounder unaccounted

The turnaround is attributed to the new strategy alone. A sector-wide pricing recovery in the same window explains roughly half the gain.

Industry review series · 2025

Moderate

Point forecast without bounds

The headline states a single 2030 target with no sensitivity range. Comparable programmes vary by a factor of three under plausible assumptions.

Independent evaluation meta-analysis

Built for

People who read the footnotes

Quaestio is for anyone who has to trust a number they didn't calculate.

Policy analysts

Pressure-test whitepapers, impact assessments and consultation responses before they reach a decision.

Journalists

Audit press releases and corporate statements for the context that was carefully left out.

Researchers

Stress-test syntheses and literature claims against independent published evidence.

Investors

Read a quarterly report twice — once for what it says, once for what it doesn't.

Stateless by construction

Your document is never stored

Text is held in memory for the duration of a single request and discarded when the response returns. PDFs are parsed inside your own browser — the file itself never leaves your machine. Only de-identified query strings reach any search index, and we keep nothing but a timestamp and a runtime figure.

Auditing a web page? The fetched text is processed the same way — never saved.

  • ·No database table holds submitted text or generated findings
  • ·PDF extraction runs client-side; only plain text is transmitted
  • ·Entity names, firms and figures are abstracted before retrieval
  • ·Activity logs store metadata only — action type, duration, timestamp

Ready for an objective second look?

Start with 3 free credits. No credit card. Bring a quarterly report, a policy paper, or the paragraph that felt a little too tidy.

Standard audit: 1 credit · Deep Dive: 3 credits · no document retention