DeepSensi™

Cognitive Medical OS  ·  Patent-pending  ·  Operational

The Cognitive Medical OS

Not an app.
An operating system for medicine.

Point tools automate tasks. DeepSensi™ replaces the operating conditions of medicine itself: how a diagnosis is reasoned, verified, recorded, remembered, paid for, and defended. Operational today, in version 90.

Explore the platformRequest access

The safety breakthrough

“I don’t know.”

The rarest words in medical AI, and the reason you can trust the rest. LIMBO makes honest uncertainty a clinical output, which is how DeepSensi™ misses zero critical diagnoses on the hardest cases in medicine.

Read the scienceRequest access

For physicians

An entire clinic
behind every doctor.

One physician now carries the provable certainty of an entire hospital: an ambient scribe, an exosuit that shares the load, and a SIL-4-grade shield under every conclusion. A decentralized teaching hospital, on demand. Where unaided physicians reach 19.9%, DeepSensi reaches 86.0%.

What changes for youRequest access

The physician economy

The first AI that pays physicians, not replaces them.

Every other AI aims to commoditize your expertise. DeepSensi elevates it. By joining the Hyper Consilium, you become a verified node in the world’s most elite diagnostic network. When your unique clinical insight resolves a complex edge-case for a patient on another continent, our outcome-gated royalty model compensates you.

The new economicsRequest access

For clinics & hospitals

Specialist-grade care.
Zero new headcount.

Department-grade intelligence in the systems you already run: EHR plug-and-play, AI risk you can insure against a certified SIL-4-grade bound, and EU AI Act readiness by architecture.

Deploy in your departmentRequest access

For pharma

Ninety percent of trials fail. Fix the denominator.

Every failed trial died the same death: the right patient, found too late. DeepSensi matches at the exact moment of diagnosis, simulates the cohort before a site opens, and computes number-needed-to-treat before the first dose.

Attack the denominatorRequest access

For public health, WHO & NGOs

See the outbreak weeks before the dashboards do.

GERN turns ordinary clinical notes into DeepSensi’s exclusive epidemic radar: physician-level early warning that crosses borders. Open, royalty-free, auditable, private by architecture.

The exclusive epidemic radarRequest access

For regulators & insurers

The first clinical AI you can audit, price, and approve.

A quantified, SIL-4-grade error bound, liability partitioned per decision, and 100 percent audit coverage of every assertion. And the missing piece: an open, royalty-free certification standard that maps onto the EU AI Act. The measuring stick you were asked to invent already exists.

The DeepSensi StandardRequest access

Sovereign deployment

The whole consilium,
even with the cable cut.

From a clinic gateway to a fully air-gapped hospital node, DeepSensi runs where the patient is. No cloud required. Nations keep their data; field teams keep their radar.

How it deploysRequest access

Clinical validation

The next proof
is already designed.

SILENT-DS: a multi-site, silent-mode prospective study. Pre-registered before the first patient, independently adjudicated, reported whatever the results. Hospitals join as named study sites.

Become a study siteRequest access
0.0%
missed-critical rate on 301 NEJM CPC cases2
93.7%
top-3 diagnostic accuracy2
SIL-4
grade certified safety bound1
12s+
a full consilium, from 12 seconds to a few minutes; days by hand

The bill for the status quo

Medicine already pays for DeepSensi. It just doesn’t get it.

Every year the system pays, in full, for the exact problems this platform removes. The money is already being spent. It is simply being spent on the damage.

$100B a year
Diagnostic error, in the U.S. system alone; the single largest malpractice category. Paid by hospitals, insurers, and families.
795,000 Americans a year
Killed or permanently disabled by diagnostic error. Paid by patients, in the only currency that cannot be refunded.
$4.6B a year
Physician burnout; $500k to $1M walks out of the building with every doctor who quits. Paid by health systems.
$50B a year
Slow trial enrollment; up to $8M of revenue lost per day of delay. Paid by pharma, and by the patients still waiting.
$16 trillion
One pandemic, detected weeks too late. Paid by everyone.
$7,850 per case
Diagnostic tests ordered to reach a single AI diagnosis in Microsoft’s own benchmark study (o3); physicians average $2,963. Paid per case, today.

Sources: Newman-Toker et al., BMJ Quality & Safety 2023; Society to Improve Diagnosis in Medicine; AMA / Shanafelt et al., Annals of Internal Medicine; industry trial-recruitment and delay-cost studies; Cutler & Summers, JAMA 2020; Nori et al. 2025 (SDBench, sequential protocol).

What no one else can claim

Four sentences no other system in medicine can write.

The number · patent-pending

0.000323%

The certified worst-case probability of an undetected hallucination reaching a conclusion: one in 309,600 assertions, derived by fault-tree analysis per IEC 61025, not asserted by marketing. Under nominal conditions: one in 5.9 million.1

The evidence · patent-pending

Reasoning you could take to court

Every conclusion ships with a court-grade evidentiary record: each step attributed to AI, physician, or rule, cryptographically sealed, tamper-proof even against the operator.

The consilium · patent-pending

The Hyper Consilium

A specialist counterpart for every discipline of medicine deliberates adversarially under independent judges, and physicians join as scored, compensated nodes. The reach of a teaching hospital, in 12 seconds to a few minutes.

The bridge · patent-pending

PharmaLink

The diagnosis that recruits. The instant a phenotype is recognized, the patient is matched to a clinical trial or a compassionate-access route. Enrollment starts at diagnosis, not months later.

Who it is for

One system. A different answer for everyone who touches a diagnosis.

01

Physicians

You sign alone. You carry the risk alone.

A full specialist consilium in seconds, and a court-grade record behind every decision you make. DeepSensi is your exosuit, not your replacement. And it opens a new economy: royalties when your clinical insight helps a patient anywhere on Earth.

What changes for you
02

Patients

The best doctor in the world, for everyone.

A university-grade second opinion for your case, in your language, in seconds, with every conclusion backed by evidence and never a guess. And medicine that remembers you: an alert can reach you years after a visit, when a new finding finally connects the dots.

What it means for you
03

Clinics & Hospitals

You cannot hire enough specialists. So equip the ones you have.

Department-grade intelligence with zero new headcount. EHR plug-and-play, insurable AI risk, EU AI Act ready by architecture, and documentation that writes and codes itself.

Deploy in your department
04

National Health & NGOs

See the outbreak weeks before the dashboards do.

GERN turns ordinary clinical encounters into DeepSensi’s exclusive epidemic radar: physician-level early warning that crosses borders, built from the notes doctors already write. Open, royalty-free, auditable, private by architecture.

The exclusive epidemic radar
05

Pharma

Ninety percent of trials fail. Fix the denominator, not the drug.

Verified-evidence discovery, population-scale simulation, and real-time trial matching at the exact moment of diagnosis, on four continents.

Attack the denominator
06

Insurers & Regulators

You cannot price, or approve, a black box.

The first clinical AI with a quantified, SIL-4-grade error bound, liability partitioned per decision, and 100 percent audit coverage of every assertion. Governed by the Gomola Framework, an open, royalty-free certification standard.

The DeepSensi Standard

The proof, the standard, the audit

The hardest cases in medicine. Ranked. Published.

On the publicly available NEJM Clinicopathological Conference cases, the diagnoses that stump specialists, DeepSensi does not just score well. It refuses to miss the ones that matter.

DeepSensi, Cognitive Medical OS86.0%
Microsoft MAI-DxO (o3)85.5%
OpenAI o378.6%
OpenAI GPT-4o49.3%
Practising physicians, unaided19.9%

DeepSensi: 86.0% top-1, 93.7% top-3 on 301 NEJM CPC cases (2014 to 2023), development-cohort. MAI-DxO, o3, GPT-4o, physicians: SDBench, 304 cases (Nori et al. 2025). 1 Certified worst-case bound 3.23 × 10⁻⁶ per assertion, meeting the IEC 61508 SIL-4 demand-mode target. 2 development-cohort; a confirmatory study is designated. We publish the proof, the standard, and the audit. We do not publish the blueprint.

Fault-Tree Reliability of Clinical AI
The SIL-4-grade anti-hallucination architecture, formally analysed.
WP-001 →
The Flawed Yardstick
Why accuracy alone is the wrong benchmark for medicine.
WP-002 →
The Gomola Framework and DSS Standard
The open, royalty-free certification standard.
DSS-001 →
All papers and the Perspective
The full library, and the NEJM Perspective.
Library →

Proof in motion

SILENT-DS: the confirmatory study, already designed.

Multi-site, silent-mode, non-interventional. Pre-registered before the first patient, adjudicated by an independent blinded committee, reported to the STARD-AI standard whatever the results. Hospitals join as named study sites.

Apply as a study site Site prospectus (PDF)

The investment inversion

You are not buying software. You are cancelling a bill.

In the same NEJM CPC case family, this is what reaching one diagnosis costs today, in ordered diagnostic tests (sequential protocol, Nori et al. 2025):

OpenAI o3, 78.6% accuracy$7,850
Microsoft MAI-DxO, best configuration, 85.5%$7,184
Practising physicians, unaided, 19.9%$2,963
DeepSensi, 86.0%–93.7% accuracy, fast<1%

Different protocol, honestly stated: SDBench orders tests sequentially; DeepSensi reasons from the presented record — and when evidence is genuinely missing, LIMBO names the single test that settles the case, not a battery. That is the inversion: no test cascade to pay for, and a consilium engineered to run on commodity infrastructure at a per-case cost hundreds of times below the bills above — under one percent of them, stated deliberately as a bound, not as “free.” Certainty at a fraction of what the market already pays for guesswork; deployment pricing is quoted per pilot.

Cancel your billThe cost question, answered
Zero PII HIPAA GDPR EU AI Act, architected FDA, Q-Sub engaged HL7 · FHIR · DICOM Verified Clinical Intelligence