Dishaya / How Dishaya Works

How Dishaya Does Your Research

Intelligence That Shows Its Work. One messy question in. A client-ready report, a matching deck, and a source ledger out.

Updated 8 July 2026 · 5 min read

The Short Answer

Turn one messy question into a client-ready report and deck where every claim taps to its source. Dishaya finds the sources, checks every claim against its exact source passage before it is written, and assembles a finished work package: report, deck, and the Confidence Ledger. Each run is priced to match the work it needs, so you pay for the work, not a premium, and the cost of every run is disclosed.

What You Get From One Question

You do not get a chat reply. You get a work package built to be sent: a report formatted for a client's eyes, a matching deck, and the source ledger, a claim-by-claim record of every statement, its label, and the source behind it. Research you can actually send, without a night of checking it first.

The Journey Your Question Takes

1. Your Question Becomes A Brief

You ask the question the way you would ask a colleague, half-formed and in a hurry. Dishaya turns it into a clear research brief, so the finished package answers what you actually meant, not just the words you typed.

2. Sources Are Found And Read

Dishaya gathers real sources for the brief and reads them in full. Nothing in the finished report rests on memory or guesswork. Every source used is listed, linked, and open for you to inspect.

3. Every Claim Is Checked Before It Is Written

This is the promise the whole product is built on: every claim is checked against its exact source passage before it is written. Each claim then carries one of four labels, verified, partial, unverified, or contradicted, so you can see at a glance how solid every statement is. What fails the check is disclosed, never hidden.

4. The Package Is Assembled

Only then does Dishaya write. The claims that survived the check become a client-ready report and a matching deck, and the Confidence Ledger travels with them. In the finished report, every claim taps to the exact passage that supports it, so when a client asks "where is that from?", the answer is one tap away.

What This Looks Like Next To A Typical AI Answer

The Question You AskA Typical AI AnswerA Dishaya Work Package
Where did this claim come from?You have to trust itTap the claim, see the exact source passage
What about the weak claims?Blended in with the strong onesLabeled verified, partial, unverified, or contradicted
Can I send this to a client?Only after hours of checkingFormatted as a report and deck, ready to send
What did this cost me?Unclear until the bill arrivesDisclosed on every run
The standard is simple. If a claim passes the check, it is labeled verified. If it does not, it is labeled partial, unverified, or contradicted, and shown to you anyway. What fails the check is disclosed, never hidden. That is the difference between an answer you read and a report you sign your name to.

Why This Costs Less Than You Expect

A research run is many small pieces of work, and they do not all deserve the same price. Dishaya prices each run to match the work, so you pay for the work, not a premium, and the cost of every run is disclosed before you move on. You can bring your own provider keys with no markup, or use Dishaya credits. In private mode, the work runs entirely on your own machine, so nothing leaves your device.

What do I get when I ask Dishaya a question?

A complete work package: a client-ready report, a matching deck, and the source ledger, a claim-by-claim record of every statement, its label, and its source.

How do I know the claims are accurate?

Every claim is checked against its exact source passage before it is written, and each carries one of four labels: verified, partial, unverified, or contradicted. What fails the check is disclosed, never hidden.

Is this expensive to run?

No. Each run is priced to match the work it needs, so you pay for the work, not a premium, and the cost of every run is disclosed. You always know what a report cost.

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