QnTuM AI
QnTuM AI

What the AI supply chain says — verified, dated, and read before the numbers move.

> SOURCES ....... public statements by company management ............ [OK]
> VERIFY ........ every statement checked against its source ........... [OK]
> RECORD ........ point-in-time · linked across companies and quarters ... [OK]
> INFERENCE ..... owned hardware · Lisbon · data stays in the EEA ...... [ACTIVE]

Management teams across the AI-infrastructure supply chain say far more in public than their filings ever carry: the figure given once, the constraint mentioned in passing, the commitment described in a subordinate clause. QnTuM AI captures it as a structured record — who said it, when, with what figure — checks every statement against its source, and links it to what was said before and what everyone else in the chain said.

Built with experienced analysts and portfolio managers. Run on hardware we own, in Lisbon.

ONE ROW of the record
Claim · speaker · date · figure · technology · linked statements · source passage
Checked against its sourceevery row
Documents
120,006
Datapoints
632,476
Verified verbatim
98.1%
Adjudicated shortlist
110,853
Companies
202
Measured from the running system as at 2026-10-06. The record grows continuously — new documents and companies are added as the pipeline surfaces related names in the universe, and on clients' demand.

Web Summit Lisbon · 9–12 November. Bring one name you hold or compete with. Twenty minutes, no slides — we open the record on it.

Book a slot
Who it is for

Three readers, one record.

Research

A letter and articles, on Substack.

We may publish research artifacts drawn from the record — a letter, an article, a dataset. Each argues a thesis and shows its arithmetic. Subscribe to see them as they appear.

Method

Machine-read, analyst-defined, checked twice.

Ingest
Read

Public statements across the supply chain, continuously.

Extract
Statements

Every specific, differentiated datapoint — the figure a CFO gives once.

Verify
Against source

Not a paraphrase. A statement that fails is flagged, never served.

Judge
Analyst rubric

Scored against an analyst's definition of what moves a bottom-up model.

Link
Before & around

To the same company's earlier words and to other companies' calls.

Re-read
Second check

Every headline re-read against its own passage; reasons kept.

What we offer

One pipeline, four ways in.

Contact

Researched, built and run in Lisbon.

FounderAndrey Kislitsyn
Generalhello@qntum.ai
Custom worksales@qntum.ai
Researchqntum@substack.com
HostingQnTuM AI-owned hardware in Portugal. Client data does not leave the EEA.
Write to us

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Research, not advice. QnTuM AI records and analyses what company management says in public, on what date, with the figures they gave. Nothing here is a recommendation to buy, sell or hold any security; no output is a price target or a rating, and QnTuM AI holds no position in any company it covers. Calculations made by QnTuM AI are labelled as ours. QnTuM AI is not authorised or regulated by the CMVM or any other financial-services regulator, does not manage assets and does not execute. See Method & disclosure.