Insights & updates
Research and product writing on Organizational Intelligence, adaptive systems and the future of organizational work.
Introducing Orgni: An Intelligence Layer for Everyday Organizational Work
Orgni connects organizational knowledge, systems and people so employees and AI agents can access information with more context for everyday work.
The problem we set out to solve
Organizational work depends on information spread across systems, documents and people. Employees need context to understand how work gets done and where to find the information relevant to a task.
As organizations adopt more AI tools, that context matters for agents as well as people. A model may be capable of a task, but the surrounding organizational knowledge, systems and processes shape how that task fits into real work.
This is part of the larger question Olyxee is researching: how might intelligence become a more integrated part of the organization itself?
More articles
Why Latency Matters More Than Accuracy at the Edge
In edge deployments, a 50ms latency spike can be more damaging than a 2% accuracy drop. Here's how we think about the tradeoff.
Inside the OEB Architecture: From Lab to Field
A deep dive into how Olyxee Edge Box translates research models into production-ready edge deployments across constrained hardware.
The State of AI Verification in 2026
An analysis of how the industry approaches model testing, where the gaps are, and what a mature verification practice looks like.
Why We Started Olyxee
A look at the question that motivates Olyxee's research into Organizational Intelligence.
Detecting Model Drift Before It Hits Production
How shared organizational context can help people and AI agents understand changing work.
Stay in the loop
We publish new articles every other week. No spam.