Insights

Notes on decision intelligence.

Practical notes on the platform, security, and where AI in regulated life sciences is heading. No filler, no fluff.

Thought leadership · Strategy

Institutional memory: the problem R&D has never solved

Knowledge in R&D leaves when people do. Altio builds the longitudinal record that survives them, and a decision intelligence layer that answers questions across every module it runs.

Platform · Architecture

Inside COG: the obligation engine behind every Altio record

Our patent-pending core encodes what a domain requires once, then extends it, so every new domain inherits the same traceable record instead of a rebuild.

Platform · Architecture

What ‘audit-ready by design’ actually requires

Traceability is not a feature bolted on after the fact. At TRL 4, we can show the working, not just the output, because the architecture was built for it from the start.

Platform · Security

Securing a system that holds regulated evidence

Access control, encryption, and threat modeling built from first principles, an embedded-systems approach applied to a platform that cannot afford to get this wrong.

Thought leadership · Regulatory

Why Altio is not a high-risk AI system under the EU AI Act

Every regulated decision stays with a qualified human expert. That is why Altio's risk profile is minimal/limited risk, not classified as high-risk under the EU AI Act.

Thought leadership · Strategy

Why extensible beats bespoke, one domain at a time

Most point tools get rebuilt for every new domain. COG is built once at the core and extended instead, and that is the bet we are making.

Platform · Security

Building a system that audits itself, safely

AI agents do the discovery and drafting, deterministic code does the deciding, and every gate between them fails closed.