We find the demand for your scope 12–24 months before the market names it.
An AI analyst that reads the public record — MILCON J-books, awards, permits, CON filings — and infers which upcoming facilities will need your work. Every opportunity is cited, scored, and sized in dollars. You make the call.
/0.1 — The inference
MILCON J-BOOK · FY BUDGET LINE · CLEAR SFS, ALASKA
Construct a mission control facility supporting radar operations.
Primary facilities include secure operations and equipment areas.
Supporting facilities: utilities, pavements, site improvements.
Long Range Discrimination Radar — Mission Control Facility
↓ Longlead fills the blank · Shielding scope inferred
A radar mission-control facility of this class requires RF/EMI shielding, SCIF buildout, and TEMPEST protection — none of which appear in the budget line.
Modeled on a real MILCON line in Longlead AI's regression suite; scope value from configured bands — an estimate, never a quote.
/0.2 — Denominated in your dollars
A fitted feed reads as revenue you can pursue — not a list of links.
Next 24 months, across displayable configured bands.
One SCIF or vault package — six figures and up, each.
Found 12–24 months ahead of the bid board.
Estimated from configured scope bands in a live shielding feed — displayable bands only, illustrative of a fitted feed, never a promise of awards.
Reading the public record, daily

/ The facilities we read — before they’re bid
Every one of them starts as a line in a public record.
/0.3 — The inversion
Everyone else sells deals that already surfaced. By then the buyer has a shortlist. We find the deal that hasn’t — while you can still be the first call.
/0.4 — Evidence
Every row cites its record. And sizes the scope.
An award ID, a J-book line, a permit, a filing — with a confidence score, a lead-time window, and an estimated scope value on every row. Provenance is never designed away.
/0.5 — The dossier
Assembled. You make the call.
The public signal, who to call, confidence, lead time, value band, and talking points — you reach out from your own channels. Nothing leaves the system.
Who to call: the awarded prime. Why now: the RF-enclosure scope isn't in the drawings yet — ~14 months to raise it before design locks. Est. scope ~$3.2M.
evidence attached · USASpending award record/0.6 — Memory
An AI that shows its learning.
Correct one row and the correction becomes a rule with a test — named, readable, permanent. It never makes that mistake again. It sharpens on your industry over time — your specific deals never reach a competitor.
↓ Try it — mark the near-miss row “Not us.”Illustrative demo of the correction loop — the rows and rule are examples, not a live customer feed.
/0.7 — Lead time
Flagged while it's still a budget line.
Everything you can buy today surfaces at bid stage. Longlead AI works the 12–24 months before that — per signal, never a blanket promise.
Months before your scope is named on a bid board
Illustrative of how these public processes typically sequence — not a performance benchmark.
/0.8 — Where it runs
One engine. Built deep for four industries.
/0.9 — Pricing
You pay for the scopes you sell — and it grows only when you do.
Add the scopes you want watched and the ground you cover. Start with one, add more as you win. Pay by the quarter — or take the year and the fourth quarter is on us.
Plans are non-exclusive— any qualified firm can track the same scope in the same state. You’re paying for the intelligence, not a territory lock.
Billed once a year — the fourth quarter's on us. $26,250 for the year instead of $35,000.
$35k–$150k+ a year — one won six-figure job, found 12–24 months early, covers it.
An estimate from our published price card — never a quote. Final scope boundaries are set with you in onboarding.
Millions in scope value is already in the public record.
Tell us what you sell and what you don't — and see what Longlead AI is watching for you right now.



