NeoSavant Research
Evidence from the systems we build.
We study how models, data, semantics, and execution strategies behave under real governed workloads — and publish the findings that survive controlled evaluation.
Governed Intelligence
Why this evidence holds
One controlled environment
Every result is produced under the same governed meaning, evidence, and validation — so results are comparable, not anecdotal. That environment is METIS.
A score you can open
METIS IQ states how well a system does a defined job — with the evidence and applicable measurements visible beneath the score.
Records, not rankings
The Model Observatory publishes each evaluation with its workload, scope, and disposition — no leaderboards, no borrowed credit.
Findings that survived
NeoSavant Research publishes only what holds up under controlled evaluation — and says plainly how mature the evidence is.