From neuron, to nervous system.
Flynn instances stand on their own and can be composed into more complex, intelligent systems. Atomic equipment intelligence composes into unit, facility, and enterprise-scale systemic-awareness.
STAGE 01 :: THE NEURON today, shipping
[ signal ] --> ( Flynn ) --> [ score ]
one detector, one signal, one decision
STAGE 02 :: THE DETECTOR FABRIC 2026, pilots engaging
( Flynn ) --+
( Flynn ) --+--> [ coordination ] --> [ asset state ]
( Flynn ) --+ regime memory
3-10 detectors, one asset. Detectors stay authoritative.
STAGE 03 :: THE NERVOUS SYSTEM multi-year
[ CORTEX ] site-wide decision-making
^
[ CEREBELLUM ] operational-regime memory
^
[ REFLEX ] sub-millisecond, at the equipment
Stage 01 · The neuron. Signal in. Intelligence out.
Today · shipping.
Flynn is the foundational unit of detection. It ships today as a binary deployable on-device, validated on synthetic and real-world data sets, and ready for production pilot programs.
One detector · one signal · one decision
- Footprint
- 8,480 bytes. Fits on existing MCUs.
- Form
- Compact binary, compiled for your target. Deterministic. Verifiable.
- Runtime
- Bare-metal. No OS, no network, no filesystem. Zero heap after init.
- Calibration
- Self-calibrating from 1,700 samples †. Threshold then locked.
- Determinism
- Bit-identical output across runs and silicon.
- Validation
- Five distinct signal domains. Same source. Same flags.
- Availability
- Today. Under evaluation, OEM, and enterprise license.
† Samples required for complete enrollment will vary by equipment type, state, and operational envelope.
The constant: structural integrity at scale
Flynn instances stand on their own and can be composed into more complex, intelligent systems.
Stage 02 · The deterministic, auditable, neural network. Vertical and horizontal composition.
In development · pilots engaging 2026.
Compose multiple instances of Flynn into a fabric effecting maximum equipment intelligence, for self-correcting, self-managing systems.
3–10 detectors · one asset · regime-aware coordination
- Topology
- Multiple detectors per asset. Multi-sensor coverage.
- Coordination
- Fabric node maintains operational-regime memory. Cross-sensor context.
- Authority
- Detector layer remains authoritative on what is anomalous.
- Adds
- Which deviations are real faults vs. regime-related. What the asset’s current operating state actually is.
- Separation
- Coordination layer can bias attention. It cannot modify what underlying detectors classify.
- Status
- In active engineering. Pilot deployments engaging in 2026.
Stage 03 · The nervous system. Facility-wide distributed cognition.
Multi-year roadmap.
At full scope, Flynn becomes a facility-wide nervous system: asset-level coordination composed up into process, plant, and enterprise cognition.
Hierarchical cognition · reflex through cortex
- Reflex
- Sub-millisecond response at the equipment.
- Cerebellum
- Operational-regime memory across weeks of unseen states.
- Cortex
- Site-wide decision-making across processes and plants.
- Long-term memory
- Forensic replay back to any moment in equipment history.
- Composition
- Built from primitives that already exist. Silicon-verified in parallel research.
- Status
- Multi-year. The deterministic, auditable, neural network lays the foundation.
Roadmap conversations: pilot the deterministic, auditable, neural network
Operators with multi-sensor assets and clear regime structure are first in line for 2026 pilot deployments of the coordination layer.
Architectural brief on request
A deeper architectural conversation about the structural-separation property and how it composes into the longer Flynn roadmap. Available to qualified engagements.