An agentic intelligence is becoming the infrastructure of healthcare.
The Swarm is a governed corps of autonomous AI — fleets of agents running on Anthropic's Mythos-class frontier intelligence — that ingests every federal rate filing in America, maps every provider, executes the mission around the clock, and folds every single outcome back into one compounding learning model. It is not a feature bolted onto software. It is the operating layer reimbursement runs on — awake right now, working right now, learning right now.
One mind. Every stream feeds it.
Every filing parsed, every provider resolved, every benchmark scored, every gated action, every outcome won. All of it converges on a single learning core that never sleeps and never forgets. We call it the Oracle. It is the most informed intelligence in American reimbursement, and it is getting sharper while you read this sentence.
One swarm. Every layer of the machine.
Most companies bolt AI onto one workflow. The Swarm runs underneath all of them — the same governed fleets power the data, the product, the go-to-market, and the learning. Six theaters of operation, all engaged, all reporting.
Market ingestion
Every month, payers publish billions of contracted rates under federal Transparency-in-Coverage law. The ingest fleet detects each release the moment it lands, parses it, diffs it against last month, and folds it into one normalized national index — no human in the loop.
Provider intelligence
Fleets resolve every NPI in America — specialty, volume, payer mix, renewal window — into a living national provider graph, so every screen in the product answers with a real provider's real economics, current to this month's filings.
Rate intelligence
Benchmarks, RateScores, gap math, leverage memos: the intelligence fleet computes documented opportunity continuously, against the freshest filings in existence. Never estimates. Never stale. Never guessing.
Governed go-to-market
Outreach runs as gated fire missions: every action passes quality gates, ICP checks, and human-set volume governors. The swarm scales the motion to thousands of touches a day; the trigger stays in human hands.
Self-testing product
The same fleets that run the platform attack it: crawling every click path, verifying every number against source data, drilling the parser against synthetic claims until extraction is perfect. Nothing below the bar reaches a customer.
Market learning
Every outcome — a reply, a win, a payer's counteroffer, a renewal that moved — becomes a training row the model folds in overnight. Success rates aren't reported here. They're absorbed.
Two games. One machine.
Both being won.
The Swarm was built to play the short game and the long game at the same time — finding money for customers today, while every action it takes compounds into the data layer healthcare will run on tomorrow.
It surfaces what you're owed.
For our customers · today, this week, this quarter- Documented dollars on any NPI, in seconds. Enter a number; the swarm answers with the real gap between what you're paid and what your market pays — from federal filings, not estimates.
- The leverage memo, machine-built. Evidence, benchmarks, and the negotiation case assembled from the same data the payer filed under law. They published it. We weaponized it for you.
- Renewals called before they land. The fleet watches every contract window on your panel and moves before the silent auto-renew does.
- Underpayment flagged the week it starts. Expected-versus-paid variance, computed continuously, so a miscoded fee schedule never gets to compound for a year.
- A workforce that never clocks out. Your account is monitored by autonomous agents all night, every night, at a scale no billing team could ever staff.
It becomes the rail.
For the data layer · this year, this decade- Every query is a sensor. Each RateScore run, each memo, each payer response feeds the demand map — a live chart of where money pain sits across American healthcare.
- Every outcome is a training row. Which gaps closed, which payers moved, what language converted — folded into the model nightly. The machine that ran today's mission wakes up smarter tomorrow.
- The index widens its own moat. Billions of filed rates, every NPI, every payer, refreshed monthly and cross-linked into one provider graph nobody else has assembled — and it grows while we sleep.
- Infrastructure, not software. When every reimbursement decision in the country checks one index first — pricing a contract, joining a network, appealing a claim — that index is infrastructure. We are building that index, and it builds itself.
- The legality is the moat. Trained only on federal public data and outcomes we own. Nobody can sue this advantage away.
One model. Four instincts.
Underneath the fleets sits a single learning system with four trained instincts — each one feeding the others, each one sharpening with every cycle the swarm completes.
Percentile math over the full federal index, dollarized against real CMS volume — recomputed every night for every provider on the board. The model knows where the money pain is before the provider does.
Every interaction trains the close-prediction head: which practices act, which firms sign, what timing wins. Each score is explainable in plain English — the machine shows its reasoning.
A self-optimizing engine runs the message war: variants compete, winners breed, losing copy dies inside 72 hours. The system rewrites its own playbook weekly, with zero meetings held.
The detection engine drills on remittance patterns around the clock: expected-versus-paid variance, denial fingerprints, appeal triage. The destination is a model that sees the underpayment coming a year out.
Built on the largest pricing dataset
in American healthcare.
Not a claim we ask you to take on faith. Federal law forces every payer in the country to publish their negotiated rates. We ingest all of it — and we are the first to turn that stream into a machine that learns.
Billions
of federally filed payer rates flow into the engine
314M+
contracted-rate records identified across federal filings
Every NPI
in America, across all 50 states, on the board
24 / 7 / 365
the swarm has no business hours and no off switch it didn't build itself
Frontier intelligence,
aimed at good.
Every fleet in the Swarm runs on Anthropic's Mythos tier — Fable 5, the most capable class of intelligence ever made available. The kind of capability that usually ships wrapped in warning labels. We took the labels off and pointed all of it at one of the only problems worthy of it: getting the people who actually deliver American healthcare paid what they are owed.
Full capability, fully governed. Maximum intelligence, human gates. A frontier model with a mission statement — and a kill switch.
It helps. It predicts.
It prevents.
Three stages of one machine, all in motion at once — money found today, the future called before it lands, and a market where the underpayment never happens at all.
Helps ENGAGED
Finds the documented gap between what you're paid and what the market pays. Builds the memo, the audit, the scorecard. Watches your renewals. Real filings, real dollars, on demand — for any NPI in America.
Predicts ENGAGED
The model trains on what actually happens: which gaps close, which payers move, which contracts renew silently. The output is foresight — your renewal called before it lands, your leverage computed before you ask.
Prevents RAMPING
Underpayment caught before it compounds. Contracts renegotiated before they auto-renew. The practice that never needed the recovery — because the machine saw it coming a year out and moved first.
Four theaters. Open to the public.
We left the observation deck unlocked. These are live windows into the swarm's running operations — telemetry streaming, models folding, the machine at work in real time.
Learning Layer
The live demand map of American money pain, building itself out of real usage.
Enter theater →Signal Intelligence
Who needs us most, scored and re-ranked continuously across the national board.
Enter theater →Training Range
The detection engine drilling synthetic claims to perfection, around the clock.
Enter theater →Market Recon
The whole market read, scored, and ranked — competitors, signals, and movement.
Enter theater →Governed, gated,
and built to fail closed.
A force this capable is only an asset because it cannot run away from us. The Swarm is engineered around that rule — every fleet answers to a control plane a human owns, and the one thing the machine can never do is the one thing it must never do: act on the outside world without a human-set gate.
The machine is live.
Point it at your panel.
The most advanced intelligence corps in healthcare reimbursement is running right now — and the first mission is free. Enter your NPI and watch it work, in about 15 seconds.