EXOS combines senior practitioners, engineers, AI, and proprietary technology to solve high-consequence operational and technology problems across healthcare, government, manufacturing, higher education, and other complex enterprises.
EXOS is a technology-enabled advisory firm that combines senior practitioners, engineers, AI, and proprietary technology to solve complex operational and technology problems.
Who we serve. Knowledge-intensive organizations where expert judgment is the scarce resource: healthcare systems, manufacturing operations, government programmes, universities, and private equity portfolio teams.
How we are different. Every artifact carries provenance showing what informed it, who reviewed it, and what was AI-assisted versus human-approved. Read the full account of what EXOS is.
Different enterprises use different language. The problems tend to resolve into four patterns.
Productizing access to expertise that historically had to be assembled person by person.
Complex problems rarely fit a software product or a predefined workplan. EXOS deploys experienced practitioners, engineers, AI and its own technology around the problem — rather than scaling expertise by adding layers of people.
Three of five engagements. All five, in full.
Institutional knowledge became a measurable organizational asset rather than a dependency on individual partners. In October 2025 a healthcare consultancy of 1,450+ professionals acquired the firm.
Audit-ready provenance on every research decision, and scientific impact stated in the accountability language federal evaluators required.
Human-in-the-loop production AI bounded by safety protocols, union agreements and equipment limits, with provenance from sensor data through supervisor approval.
EXOS captures the context, evidence, reasoning, decisions and approvals as the work happens. Tacit OS is the proprietary technology that makes that possible. It runs inside EXOS engagements rather than being implemented as standalone software.
A year later, your team can still ask why a decision was made, what assumptions drove it, and what changes when those assumptions move. What you keep is a governed, queryable system your team owns. Why the capability persists →
The pattern is consistent across every knowledge-intensive sector: expert judgment is the scarce resource, knowledge loss is the structural failure, and coordination is the unsolved problem. See all industries we work in.
If you're the person who has to sign off on how AI touches your data, this is the part of the page written for you. EXOS was architected from the start for buyers in healthcare, financial services, regulated industries, and government — where AI governance and compliance are the adoption gate, not the afterthought.
Tell us the problem. We will come back with a scoped engagement, the senior practitioners who would do the work, and what you keep at the end. Most engagements start with a real workstream on your real estate rather than a demonstration.