Outside India? See the international version.

Evidence Audit and Vendor-Claim Verification

Check an AI-generated report, a draft, or a vendor's claims pack — claim by claim — before you rely on it.

Fluency is not evidence. A fluent paragraph can cite a source that does not exist, does not match, or does not support the claim. This service retraces each citation and counts it only when the source actually supports the claim.

Verification is built into the delivery by default — not something you scramble to do after an error is found.

What we check

1. Evidence Audit — for organisations

An audit of an AI-generated research report or a client draft: every material claim is traced to its cited source, and each citation is reported as verified, broken, title-mismatched, or unverifiable. Gaps and confidence are stated, not smoothed over.

2. Vendor-Claim Verification — for organisations

The same check, scoped to one vendor's claims pack: the vendor's claims are checked against published evidence, claim by claim, using the same retracing method. This service does not certify a vendor — it reports what the evidence does and does not support.

We do not offer general strategy, implementation, training, or advisory retainers. Desk research only.

How it works

1. You send the material and the question. One report, one draft, or one vendor's claims pack, with the question it is supposed to answer.
2. We agree the pass criteria in writing, before any work. What counts as a cited, checkable claim, the scope and format, and what counts as a fail are written down and signed — they are not agreed by talking about them.
3. We check it, then a human reviews it. The method is: question framing, evidence acquisition, claim-level traceability, adversarial review, human decision gates, and monitoring and correction. No report leaves without human review.
4. You confirm acceptance or failure in writing within 5 working days of delivery. If it fails a criterion, one revision round is included.

What you get

• A report or audit with every material claim sourced and cited.
• A sourced-claim rate, gaps, and confidence stated plainly.
• An Audit Certificate as page 1 of the delivered report.
• A clear statement of what the evidence does NOT show, where that applies.

The method, in published form

This method is published in our working papers, not only described here:

• Working Paper v3.0, DOI 10.5281/zenodo.23718472
• Paper 2 v2, DOI 10.5281/zenodo.23731235 — a 194-citation audit of AI-generated research briefs: 50 citations verified (26%), 95 broken (49%), 17 title-mismatched (9%), 31 unverifiable (16%).

Those figures are from our own published citation audit. They are not a client result, and no client result is claimed on this page.

Terms — pay only if it passes

• Price: ₹7,500 per report, draft, or vendor's claims pack.
• Payable only if it passes the criteria agreed in writing beforehand. If it fails, the fee is ₹0 and no invoice is issued.
• If accepted, payment is due within 7 days of acceptance. Bank/UPI details appear only on an issued invoice — they are not published here.
• Timing: 3–5 working days from signature, not from enquiry. No delivery date is promised until human-review availability for that window is confirmed.
• No work starts before a signed agreement.
• One revision round is included if the report fails a criterion. Liability is capped at the fee. India law applies.
• Seller: services are contracted through Riya Nalwa's Udyam-registered proprietorship (UDYAM-UP-56-0189301). Riya Nalwa is the sole human review gate until a researcher team exists.

What this service is not

• It is not legal, medical, financial, or investment advice.
• It is not a certification, endorsement, or guarantee of a vendor, product, or organisation.
• It is not a full research engagement. Full research, if scoped, is quoted separately per project, in writing, after a written scope — no full-research price is stated here.

Next step

Send an enquiry with: (1) the material to be checked, (2) the question it should answer, and (3) what “passes” means to you. We will reply with a written criteria list for your confirmation before any agreement is drafted.

Contact: amartya@oryxai.in · https://oryxai.in