Applied AI research & engineering

Teaching machines how experts think.

InnovEngix is an applied AI research and engineering lab exploring modular cognitive systems, agent coordination, context architecture, and adaptive software.

We build working systems, instrument them, and learn from what happens.

All lab notes

Context is architecture.

In one bounded experiment, a reasoning-partner interface completed an end-to-end workflow using a projection of 2,985 bytes from 45,687 bytes of relevant operational state — a 93.47% reduction — without falling back to hidden operational state.

Early result. Bounded experiment. Not a general performance claim.

Read the experiment
Conceptual Coordinator Office linking a user, reasoning partner, coordination roles, execution runtimes, and evidence.
Coordinator Office · A conceptual view of roles and boundaries.