Investors & partners

One primitive, many markets, and a moat made of architecture.

“Measure a subject against themselves” is a measurement primitive, not a clinical feature. That is the whole thesis: the same substrate is designed to be load-bearing in a regulated clinical market and in several non-regulated ones, and the layering that makes that possible is difficult to copy after the fact.

Stage, stated up front

Intuitive Pathos is an early-stage company with products in development. Nothing is cleared, approved or generally available. Pathos Vigil is an investigational medical device. It has not been cleared or approved by the U.S. Food and Drug Administration or any other regulatory authority, and it is not available for sale or clinical use. It has never run on a patient and has not been clinically validated. Inventions are held under patent counsel. Nothing on this site states or implies that a patent application is pending or that a patent has issued.

This page describes a thesis and an architecture, not traction. Nothing on this website is an offer to sell or a solicitation of an offer to buy any security.

Presentation

Investor deck

The deck is shared directly with investors on request. It is not published on this site.

Thesis

The comparison set is the product.

Essentially every physiological monitoring product in market answers the same question: is this measurement unusual relative to a population? That question is cheap to ask, has been asked for a century, and is answered adequately by incumbents with far more distribution than we will ever have.

It is also the wrong question for an individual subject, and the people it is most wrong for are the ones least represented in the reference cohort. Replacing the comparison set with the subject themselves changes what the instrument is capable of detecting, and it changes it in a direction clinical medicine has already begun to move: the documented retreat from race-corrected reference ranges and algorithms is the clearest example (see the evidence).

The commercial consequence is that the same core is defensible in markets that share no customer, no channel and no regulator.

1 substrate
One versioned library carrying the primitives, the mathematics wrappers and the federation contract.
4 products
Clinical, consumer, veterinary and defense, in development. Residential, occupational and conservation programs follow at an earlier stage.
1 regulated surface
Only the clinical flagship carries device regulation. The others would reach market without it.

Defensibility

Four things that are hard to retrofit.

None of these is a feature. Each is a structural property that a competitor would have to rebuild from the foundation to match.

01

Architectural layering

The substrate is separated from the regulated product, so non-clinical products can ship without inheriting a clinical codebase’s regulatory surface or release cadence. A competitor that built the clinical product first, following the natural order, has to perform this extraction later, against a validated device, under change control. That is expensive in a way that compounds.

02

The mathematics has one home

The Wu primitives are implemented once and wrapped everywhere. It is common for a platform at this stage to accumulate several divergent copies of its core numerics without noticing. Consolidating later means reconciling implementations that have quietly disagreed for years.

03

Guarantees encoded in types

The claims we make about data movement are designed to be enforced by the type system, which makes them auditable rather than assertable. Whether the design reduces bias for every group is a question for measured, per-group results. In a market moving toward algorithmic accountability, “we can show you the interface that makes this impossible” is a categorically different position from “we have a policy.”

04

Regulatory optionality

Because the substrate carries no device claim, non-clinical products can reach market, generate real-world data and fund the company on a timeline that is not gated by the clinical pathway, while the clinical pathway proceeds on its own clock.

Markets

Many doors, one key.

The markets below share nothing except the primitive. That is the point: it means no single regulatory, reimbursement or channel outcome determines the company.

Product family by market, buyer and regulatory gate
Product Market Buyer Regulatory gate
Pathos VigilAcute & critical careHealth systemDevice pathway
Intuitive‑MeConsumer wellnessIndividualNone: general wellness
Pathos VetVeterinary carePractice / hospitalOutside human-device regulation
Pathos GuardianDefense & public safetyGovernment / agencyProcurement, not clearance
Pathos Home (earlier stage)Aging in placeFamily / providerNone: general wellness
Pathos Workplace (earlier stage)Occupational safetyEmployerNone: non-clinical
Pathos Wildlife (earlier stage)Conservation researchInstitution / NGOResearch use

Sequencing, resourcing and prioritization across this family are commercial decisions we are happy to discuss directly; we do not publish them.

Founder

The insight came from the bedside, not the whiteboard.

Intuitive Pathos was founded by Matthew Lashomb, a registered nurse with about ten years of bedside practice, mostly in inpatient psychiatric and neuroscience care. The framework is a direct generalization of a failure he watched repeatedly on inpatient units: measurement instruments answering a population question about an individual patient, and the harm landing predictably on the same people.

That origin shows up in the architecture. The constraints are the ones you write when you have personally seen what happens when a safety property is a policy that someone can override on a bad night shift.

A protection you can turn off under pressure was never a protection. It was a preference.

More about the founder

Risks

What would have to go right.

An investor deck that lists no risks is telling you something. Here are the ones we would raise ourselves.

Clinical validation
The mathematical basis is established (see the lineage); its application under a per-subject baseline in these settings still has to be demonstrated. That is a multi-year evidence program, and it is the central technical risk.
Regulatory timeline
The clinical pathway is long and only partly within our control. The layering strategy exists in part to ensure the company is not solely dependent on that timeline.
Focus across many settings
A shared substrate makes many products technically cheap. It does not make them commercially cheap. Sequencing is a genuine execution risk and we treat it as one.
Incumbent distribution
Established monitoring vendors own the installed base and the procurement relationship. Our path in is a design they do not have, measuring each patient against their own baseline, and per-group results once they exist.
Intellectual property
Inventions are held under patent counsel. Nothing on this site states or implies that a patent application is pending or that a patent has issued. Present defensibility rests on architecture and execution rather than granted rights, and we describe it that way.

Next step

We would rather have a hard conversation early.

For diligence materials, technical deep-dives on the layering or the mathematics, or a direct conversation with the founder.

This page is provided for information only. It is not an offer to sell or a solicitation of an offer to buy any security, and it contains forward-looking statements that involve risk and uncertainty.