Dishaya / Verified AI Research

Verified AI Research You Can Actually Send

Turn one messy question into a client-ready report and deck where every claim taps to its source.

Updated 8 July 2026 · 6 min read

The Short Answer

A verified work package is what Dishaya returns for one research question: a client-ready report, a matching deck, and the source ledger that backs them both. Every claim is checked against its exact source passage before it is written, and every statement carries one of four labels, verified, partial, unverified, or contradicted. What fails the check is disclosed, never hidden.

What Is A Work Package?

Most research tools hand you prose and leave the hard part, standing behind it, to you. A work package is built for the moment after the writing: the send, the meeting, the question from the person across the table. One question in, three things out:

The whole package is built around Tap-to-Prove: every claim taps open its exact source. Whoever you send it to can press on any sentence and see the passage behind it, the same evidence you saw, without asking you to vouch for it from memory.

Who It Is For

The Consultant Sending Client Work

Your name goes on the deliverable, so a single wrong figure costs more than the hours you saved. You send the report with the deck attached, and when the client challenges a number in the room, the claim taps open its source in front of them. The follow-up email that used to say "let me check on that" stops existing.

The Founder Answering Investors

A diligence question lands at night: market size, competitor traction, a regulatory detail. You answer the next morning with a package where every figure carries a label and taps to where it came from. Investors do not need you to be right about everything; they need to see that you know which of your numbers are solid and which are still open.

The Analyst Defending A Recommendation

A recommendation is only as strong as its weakest citation. When someone in the review asks "where does this number come from," you do not scroll through browser history. You tap the claim, the source opens, and the conversation moves on. The unverified items are already flagged in the ledger, so nobody discovers them for you.

The Guarantee

Every claim is checked against its exact source passage before it is written. Not cited after the fact, checked first. Each statement in the report and the deck then carries one of four labels:

What fails the check is disclosed, never hidden. The labels travel with the package when you export it, so the person you send it to sees the same evidence you did. And every work package is priced to match the work it needs, so you pay for the work, not a premium, for the depth you asked for.

A report that admits "this figure is unverified" is more valuable than one that states it with false confidence, because it tells you exactly where to spend your own scrutiny. The point of the labels is not to replace your review, it is to aim it at the right sentences.

Honest Limits

A Verified label means source-supported, not true. It tells you the sentence matches the passage it cites; it cannot tell you the source itself is correct, current, or unbiased. If the underlying source is wrong, a faithfully sourced claim is still wrong. That is why every claim taps open its source: so you can weigh the evidence, not just count the labels.

There are also claims no public source can settle. A work package will not dress those up as facts; they arrive marked unverified, which is the honest answer. And none of this removes the last step that matters: read what you send. The package makes that read faster and sharper, it does not make it optional.

What is a verified work package?

One research question in; a client-ready report, a matching deck, and the source ledger out. Every claim is checked against its exact source passage before it is written and labelled verified, partial, unverified, or contradicted.

Can I send it to a client or an investor?

Yes. It is built to be sent. Every claim taps open its exact source, so the person you send it to can see the same evidence you did.

Does a Verified label mean the claim is true?

It means the claim is supported by its cited source passage. If the source itself is wrong, the claim can still be wrong. The labels show you where to spend your own scrutiny before you hit send.

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