The data layer behind the calls

Vaticinus maps the evidence behind a forecast before the model takes a side. The point is not a big corpus number. It is checking the right parts of the world.

What the system checks

Every forecast is routed through the evidence that should move first if the thesis is true. These are the checks, not a vanity count.

Research frontier

What is becoming technically possible

Papers, preprints, clinical trials, patents, citations, and lab-to-market signals.

Supply chain

What cannot scale on demand

Trade flows, mineral data, component capacity, shipping routes, and supplier concentration.

Buildout

What is actually getting built

Permits, interconnection queues, project filings, land records, and construction evidence.

Capital

Where the market has already priced it

Public filings, prices, funding rounds, procurement language, and capex commitments.

Policy

Where rules move the constraint

Export controls, sanctions, subsidies, procurement rules, and licensing bottlenecks.

Outcomes

Whether the thesis is becoming true

Resolved events, price anchors, production data, disclosure changes, and kill signals.

How the data changes the call

The substrate is a constraint map. It tells the forecaster where the bottleneck lives, who owns it, whether supply can answer price, and what observation would make the claim fail.

No prompt-only answers

The answer has to touch source data before it becomes a forecast.

No stale evidence

Dates matter because forecasts are only real before the outcome.

No unpriced edge

If the market already sees the constraint, the call is not useful.

The source families

The same call may need scientific evidence, supply-chain evidence, market evidence, and policy evidence on one page.

papers and preprintspatents and assigneespermits and docketsfilings and disclosurestrade and customsmarket pricespolicy and sanctionsclimate and earth systemsclinical and health datapublic forecast boardsentity and ownership graphsresolved outcomes

Data checks are evidence inputs, not investment advice.

Work with us

Dated calls on the constraints in your book.

Built for desks that own these questions: sector funds in the fuel cycle, critical minerals, and grid power; pod PMs and sector analysts; commodity research desks; family offices with resource books. If uranium conversion, rare-earth magnets, grid steel, or power semiconductors sit in your book, there is already a dated call on the record about it. For the positions you size, we point the engine at your coverage: where the binding constraint is moving, whether the move is priced, and a probability with an interval, a resolution date, and the one thing that would prove it wrong.

Founding subscribers get the running record of dated calls, a quarterly deep dive on their sector, a chat seat, and a direct line: $5,000 a year, locked at the founding rate. The record is young and we say so. Every call is sealed at publish and scored in public when it comes due, so what you judge is the record, not the pitch, and the price rises as the record resolves. The chat is free and always on if you want to test the engine first.

Operators get a different door. If a campus, sourcing, or qualification decision hangs on power, permits, equipment, or export permission, we run a 10-15 day decision sprint: map the serial gates between you and the deadline, grade which ones are evidenced and which are assumed, and set the dated signals and kill conditions before capital commits. Sanitized specimens available on request.

Try the chat
Thesis
A dated, falsifiable thesis
One sub-industry, the binding constraint named, a probability with an interval, and the date it resolves.
Evidence
The data layer behind it
Research, patents, trade flows, and a live price channel, so the call rests on a constraint you can actually measure.
Watch
A kill-criterion you can watch
Every call names what would make it wrong and the signal to watch for it, so you can track the position as it plays out.
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Work with us

Tell us what you want the engine pointed at. We read every note ourselves and reply to set up a call with the ones we can move on. Or email toni@vaticinus.com.

Grab a 30-minute call

Pick a time below, or email toni@vaticinus.com.

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