For healthcare medical-gas installers
Longlead Medical Gas
Longlead AI watches Certificate-of-Need filings in GA, NC, NY, VA, and WA and identifies future surgical and high-acuity clinical work likely to require installed medical-gas piping — while the project team is still taking shape.
NEW YORK CON · FISHDKILL, NY
Bridgeview Endoscopy extension clinic.21 Reade Place ASC, LLC proposes a new single-specialty ambulatory surgery center extension clinic. The filing identifies a healthcare facility project while the downstream piping package is still unstated.
Public-record inference from the validated five-state CON replay — not a customer result or a claim that every surgical project contains the same scope.
Scopes this feed is configured for
Your boundary is configuration, not a suggestion: the services you don’t sell are enforced as exclusions, so near-miss false positives are rejected before they reach you.
From the fixed validation replay
The public record says
New York Certificate-of-Need filing · 21 Reade Place ASC, LLC
Longlead AI infers
A new single-specialty ambulatory surgery center extension clinic is a likely installed medical-gas-system opportunity, even though the filing headline does not name the trade package.
You get
The opportunity with confidence, timing, the cited record, and a dossier naming who to call — you make the call.
Public-record inference from the validated five-state CON replay — not a customer result or a claim that every surgical project contains the same scope.
What it watches
State CON records in GA, NC, NY, VA, and WA for new ambulatory surgery and high-acuity clinical projects where installed medical-gas systems are likely part of the build.
CON renovations and additions that can create piping scope before a trade package is published.
Monitored lane; no example appeared in the fixed validation cohort.
Source and distribution planning
A monitored lane for explicit source or distribution upgrades. No example appeared in the fixed validation cohort; this scene is illustrative, not a customer result.
What you get
New surgical-facility systems; hospital clinical expansions and alterations; and explicit source/distribution upgrades. The feed is configured for healthcare medical-gas piping only. Source/distribution upgrades are a monitored lane; no example appeared in the fixed validation cohort.
Every opportunity arrives as a cited evidence dossier — the public signal, your confidence and lead time, the value band, who to call, and talking points. You make the call, from your own channels. Nothing leaves the system.
Generic plumbing, administrative changes, equipment-only, supply-only, verifier-only, unsupported nursing-home rows, and terminal projects are excluded before they reach you. Validated in a fixed five-company replay using CON records from GA, NC, NY, VA, and WA.
Memory
It learns your fit — and you can open it up. Every correction you make becomes an inspectable rule with a test attached, so “the AI learned” always resolves to a named artifact you can read. It sharpens on your industry over time — and your specific deals, relationships, and margins are never shown to another customer.
Build from $0 — add only the scopes and coverage you need. Pay quarterly or annually; annual is priced at three quarterly payments — see pricing.
Illustrative demo of the correction loop — the rows and rule are examples, not a live customer feed.
/0.9 — Pricing
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.
CON sources for GA, NC, NY, VA, and WA. Pick the states you want watched.
Medical Gas CON sources live today in GA, NC, NY, VA, WA.
Non-exclusive. Pricing is per scope and territory; annual billing is three quarterly payments.
Tell us what you sell and what you don't — and see what Longlead AI is watching for you right now.
For healthcare medical-gas installers
Longlead Medical Gas
Longlead AI watches Certificate-of-Need filings in GA, NC, NY, VA, and WA and identifies future surgical and high-acuity clinical work likely to require installed medical-gas piping — while the project team is still taking shape.
NEW YORK CON · FISHDKILL, NY
Bridgeview Endoscopy extension clinic.21 Reade Place ASC, LLC proposes a new single-specialty ambulatory surgery center extension clinic. The filing identifies a healthcare facility project while the downstream piping package is still unstated.
Public-record inference from the validated five-state CON replay — not a customer result or a claim that every surgical project contains the same scope.
Scopes this feed is configured for
Your boundary is configuration, not a suggestion: the services you don’t sell are enforced as exclusions, so near-miss false positives are rejected before they reach you.
From the fixed validation replay
The public record says
New York Certificate-of-Need filing · 21 Reade Place ASC, LLC
Longlead AI infers
A new single-specialty ambulatory surgery center extension clinic is a likely installed medical-gas-system opportunity, even though the filing headline does not name the trade package.
You get
The opportunity with confidence, timing, the cited record, and a dossier naming who to call — you make the call.
Public-record inference from the validated five-state CON replay — not a customer result or a claim that every surgical project contains the same scope.
What it watches
State CON records in GA, NC, NY, VA, and WA for new ambulatory surgery and high-acuity clinical projects where installed medical-gas systems are likely part of the build.
CON renovations and additions that can create piping scope before a trade package is published.
Monitored lane; no example appeared in the fixed validation cohort.
Source and distribution planning
A monitored lane for explicit source or distribution upgrades. No example appeared in the fixed validation cohort; this scene is illustrative, not a customer result.
What you get
New surgical-facility systems; hospital clinical expansions and alterations; and explicit source/distribution upgrades. The feed is configured for healthcare medical-gas piping only. Source/distribution upgrades are a monitored lane; no example appeared in the fixed validation cohort.
Every opportunity arrives as a cited evidence dossier — the public signal, your confidence and lead time, the value band, who to call, and talking points. You make the call, from your own channels. Nothing leaves the system.
Generic plumbing, administrative changes, equipment-only, supply-only, verifier-only, unsupported nursing-home rows, and terminal projects are excluded before they reach you. Validated in a fixed five-company replay using CON records from GA, NC, NY, VA, and WA.
Memory
It learns your fit — and you can open it up. Every correction you make becomes an inspectable rule with a test attached, so “the AI learned” always resolves to a named artifact you can read. It sharpens on your industry over time — and your specific deals, relationships, and margins are never shown to another customer.
Build from $0 — add only the scopes and coverage you need. Pay quarterly or annually; annual is priced at three quarterly payments — see pricing.
Illustrative demo of the correction loop — the rows and rule are examples, not a live customer feed.
/0.9 — Pricing
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.
CON sources for GA, NC, NY, VA, and WA. Pick the states you want watched.
Medical Gas CON sources live today in GA, NC, NY, VA, WA.
Non-exclusive. Pricing is per scope and territory; annual billing is three quarterly payments.
Tell us what you sell and what you don't — and see what Longlead AI is watching for you right now.