We don't answer unless we can vouch for it.

Vouch answers questions about regulated documents against the standard in scope. Every answer links to the source sentence, page, and document hash.

85%Reduction in aviation safety
audit prep
100Audits tested across English,
Indonesian, and Spanish
CitedEvery answer links to a source
sentence, page, and document hash
vouch: NDIS Practice Standards audit, 1 doc
Sourceexact match
NDIS Practice Standards and Quality Indicators.pdfp. 8
NDIS Practice Standards page 8
Answervouched in 3.2s

What must an NDIS provider have in place to safeguard participants and manage risk?

Under the NDIS Practice Standards, each provider must maintain a documented risk management system that is proportionate to the size and scale of the provider and the complexity of the supports delivered. Participant records must be stored with defined security, retention and disposal processes. Each participant must be safeguarded by an incident management system where incidents are acknowledged, responded to, and learned from.

Reasoning trail
planRetrieve across NDIS Practice Standards
readProvider Governance, p. 8–9
readInformation & Incident Management, p. 9–10
synth3 passages, 1 document
Built for regulated work across the files your teams already use
BARSSOC 2ISO 27001HIPAAOperations manualsInternal policy
The engine

From document to cited answer.

Vouch reads each document, maps its clauses to the standard, cites every answer, and records the review trail.

01: Ingest

Reads the files your team already uses.

Vouch reads PDFs, scans, spreadsheets, and Word files while preserving tables, footnotes, and headers. It hashes each document so reviewers know exactly what it read.

BARS_Provider_Manual_v6.pdf412 ppready
Flight_Ops_Procedures_2026.pdf128 ppparsing
Crew_Training_Records.xlsx14 sheetsqueued
02: Map

Maps each clause to the standard.

Vouch matches provider statements to the relevant clauses and assigns a confidence score. It flags weak matches and missing evidence for review.

Provider clause

Crew duty time recorded in Flight Ops 4.2.

FDM data retained 24 months.

SMS reviewed quarterly by accountable manager.

Standard

BARS 5.3.1: Flight & Duty Time

BARS 6.1.4: FDM Retention

BARS 3.2.1: SMS Governance

03: Cite

Links every answer to its source.

Each claim includes the source sentence, page, paragraph, and document hash. If Vouch cannot cite a claim, it leaves that part unanswered.

SMS_Manual_Rev_8.pdfp. 47, para 3

7The accountable manager shall review safety performance indicators no less than quarterly and document any deviations from the safety policy.

verifiedmatched to BARS 3.2.1, 0.94 confidence
04: Trail

Records every review decision.

Vouch logs ingestion, mapping, citations, and reviewer decisions with timestamps and identities. Your team can inspect the full review trail.

14:02ingestBARS_Provider_Manual_v6.pdf, 412 pp, sha256:a7c...ok
14:04map312 clauses mapped to BARS framework v4.1ok
14:09cite87 evidence items, sentence levelok
14:11reviewAuditor: K. Hutchinson, 12 accepted, 1 flaggedok
Approach

Vouch handles the reading. Your team makes the judgment.

Reviewers see the proposed answer, the exact evidence behind it, and the confidence of each match. They accept, edit, or reject the result.

  • 01

    Every claim is cited.

    Each claim links to the exact source sentence. If Vouch cannot cite it, Vouch does not answer.

  • 02

    Reviewers stay in control.

    Vouch proposes mappings and conclusions. Your team accepts, edits, or rejects them and keeps its calibration.

  • 03

    Use the right standard.

    Pin the version in scope. When the standard changes, rerun the review and inspect the differences.

  • 04

    Keep documents in your tenant.

    Vouch deploys inside your tenant, so documents and citations remain in the agreed data environment.

Avlaw Aviation, 2026

Avlaw cut BARS audit prep by 85% and found missed evidence.

85%

Preparation for each BARS engagement fell from three to five days of manual review to hours.

Evidence the manual review missed

An auditor marked an operator non-compliant because its operations manual did not mention a safety equipment requirement. Vouch found the relevant policy in an addendum to another document, under a clause for specific mission conditions. The evidence showed that the operator was compliant.

The platform gives our auditors the ability to focus on judgement and expertise, rather than manual reviews, and it is already surfacing compliance findings in testing that experienced reviewers had missed.

Amin, Managing Director, Avlaw Aviation Consulting

Documents per audit50 to 60, PDFs and Word
Checklist scope300 to 450 questions
Preparation time3 to 5 days, down to hours
Estimated annual saving$150K+ across 70+ audits
Read the full case study
Use cases

One citation engine, three review workflows.

The same document-reading pipeline supports workflows where every conclusion must trace back to its source.

Audit & Compliance

Audit copilots

Build pre-audit evidence packs against the standard in scope. Each conclusion links to the source sentence. Vouch supports BARS today and can adapt to SOC 2, ISO 27001, HIPAA, and GxP.

Powered by the Vouch engine
Operational knowledge

Knowledge search

Ask plain-language questions about local manuals, procedures, and policies. Each answer links to the exact page and paragraph. It suits teams that cannot send documents to cloud search products.

Powered by the Vouch engine
Review & investigation

Document review rooms

Review inspections, incidents, due diligence, and regulatory submissions against a rubric. Every conclusion stays linked to its source.

Powered by the Vouch engine
FAQ

Questions about Vouch.

What is Vouch?

Vouch answers questions about regulated documents. It maps each document to the standard in scope and links every claim to the source sentence, page, paragraph, and document hash. IntuneAI builds Vouch in Sydney, Australia.

How does Vouch make AI answers trustworthy?

Every claim links to the exact source sentence, page number, paragraph index, and document hash. If Vouch cannot cite a claim, it leaves that part unanswered.

Which compliance frameworks and standards does Vouch support?

Vouch supports BARS aviation audits in production today. The same engine can adapt to SOC 2, ISO 27001, HIPAA, GxP, operations manuals, and internal policies. You can pin the exact version of the standard in scope.

What document formats can Vouch read?

Vouch reads PDFs, scanned reports, spreadsheets, and Word manuals. It preserves tables, footnotes, and headers, then hashes each document so reviewers know exactly what it read.

Does Vouch replace human auditors?

Vouch handles evidence mapping and proposes conclusions. The reviewer accepts, edits, or rejects each one. Your team keeps the judgment and accountability.

Where does my data live, and is it secure?

Vouch deploys inside your tenant. Documents and citations remain in the data environment agreed with the document owner.

What results have customers seen?

Avlaw Aviation cut BARS pre-audit preparation from three-to-five days of manual document review down to hours (about an 85% reduction) across 70+ audits. In testing it also surfaced a compliance finding that experienced reviewers had missed.

What languages does Vouch support?

Vouch has been tested across English, Indonesian, and Spanish documents in 100 audits.

Walkthrough

Bring a document. See every answer traced to its source.

In 30 minutes, run a real BARS pack through Vouch. Review the answers, open each citation, and test the product against the questions your team needs answered.