Dossier · verified decision intelligence
Decision-gradeintelligence,in days.
The market assessment a top firm sells for six figures over six weeks — delivered in days, on any industry, and fact-checked harder than a human analyst would.
sources swept per question
claims extracted
claims killed in verification
senior human signs off, always
The difference
A free chatbot gives you an answer. We give you a verdict you can act on.
Dossier compresses fan-out research, adversarial fact-checking, and cited synthesis into days — and keeps the one thing that makes a report worth paying for: it's true.
The value equation
Same decision. A fraction of the cost — in days, not weeks.
A top firm bills a market-entry assessment at six figures over six weeks. The engine delivers the same decision-grade output in days — priced to the value of the decision, not the hours.
Cost
Time
Why it's different
Three things a chatbot can't give you.
Verified, not generated
Anyone can prompt an LLM for a market report. Ours sends every claim through independent skeptics first — weak ones are killed, never published.
Any sector
The engine is industry-agnostic. Energy, SaaS, retail, manufacturing, services — swap the question, keep the rigor.
Honest by design
We tell you when the economics don't work. Being trusted to say 'don't do this' is the entire franchise.
Compared honestly
You've already tried the alternatives. Here's where each one breaks.
The free tools generate. The firm verifies — slowly, at six figures. Dossier is the only one that does both: adversarial verification, primary-source citations, and a senior human on the line — priced between a chatbot and a consultancy.
Weak claims killed
verified, not just generated
Cited to primary source
every figure, clickable
Senior human signs off
a name behind the verdict
Tells you what not to do
honest when it doesn't pay
ChatGPT or Perplexity
Free · minutesFast, fluent synthesis with inline citations — nothing verifies the claims or refuses to publish the wrong ones.
An AI deck maker
~$20 / moFormats beautifully. Doesn't check whether any of it is true.
A top consulting firm
~$80k · 6 weeksRigorous and accountable — at six figures and six weeks.
Dossier
$12k · ~1 weekEvery claim through independent skeptics; a senior analyst signs off.
Not our numbers — theirs. In a 1,600-query test of eight AI search tools, Perplexity answered 37% incorrectly and ChatGPT Search 67%, “with alarming confidence” (Columbia Journalism Review, Mar 2025). OpenAI's own Deep Research system card says it “can sometimes hallucinate facts” and shows “weakness in confidence calibration” (OpenAI).
What you actually get
Every engagement ships three things.
An interactive report site
A cinematic, navigable web report you can send as a link — findings in quick, digestible pieces.
A comprehensive report
A full downloadable PDF — methodology, data, the reasoning, and every source, each one cited and clickable. The substance behind the site.
A customized pitch deck
An investor-ready deck built from the same findings — in your story, your numbers, your brand. Ready to send to a fund.
The full three-part turnkey — interactive site, comprehensive report, and customized pitch deck — is included with Deep and Strategy-desk engagements. Assessment includes the interactive site + comprehensive report (deck available as an add-on); Brief is the written report only. See full terms →
See a real one →Any sector
Swap the question. Keep the rigor.
Dossier, in three acts
The stakes
A wrong decision costs millions. Being sure shouldn't cost you the decision itself.
That gap — between the cost of being wrong and the cost of being sure — is the entire reason Dossier exists.