Insights

News and notes on decision intelligence.

News from Altio, and practical notes on the platform, security, and where AI in regulated life sciences is heading.

News · Collaboration

Altio AI and ELIQUENT PV & Safety are collaborating

ELIQUENT brings deep pharmacovigilance expertise from years of work inside regulated environments. Altio brings AI built specifically for life sciences. It is early days, and we will share more as the work takes shape.

News · Open Altio

Open Altio: twenty years of FAERS, cleaned and open

Open Altio is live: twenty years of FDA adverse event reports, cleaned and deduplicated, free to use, with the code and every cleaning rule open on GitHub.

Platform · Security

Every Altio release is security-tested before it ships

An automated audit checks our own code, the third-party code we rely on, the running application, our cloud configuration and our AI features. This is what that process does, in plain terms.

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.