Flynn  /  Roadmap
The Flynn Roadmap

From neuron,
to nervous system.

Flynn ships in stages. Each stage is buildable and useful on its own. Each is composable with what comes next. The structural-separation property propagates through every layer.

Stage 01
Today · Shipping

The neuron.One signal in. One score out.

The Flynn detector — the subject of the whitepaper — is the foundational unit. Deployable today as embedded firmware. Validated across five domains. Ready for production integration into industrial equipment.

SIGNAL IN Flynn 8,480 BYTES LOCKED THRESHOLD α SCORE
One detector · one signal · one decision
Footprint
8,480 bytes. Fits on existing MCUs.
Form
Single C99 source file. Human-readable. Auditable line-by-line.
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.
The constant

Structural separation propagates.

At every layer of composition, the same architectural property holds. The learning that happens at higher layers can shape what gets attended to. It cannot shape what gets judged. The detector validated today remains valid at every layer of composition — byte-for-byte identical, audit trail intact.

The signal dominates at the moment of conflict. The prior persists. The two never share the wire.

Stage 02
In development · Pilots engaging 2026

The spinal cord.Coordinate detectors per asset.

A coordination layer that composes multiple Flynn detectors on the same asset into a single integrated view. Three to ten detectors covering different sensors on one piece of equipment, with a fabric node maintaining operational-regime memory and providing cross-sensor context.

Flynn · vib Flynn · temp Flynn · current Flynn · flow Fabric node REGIME MEMORY ASSET
3–10 detectors · one asset · regime-aware coordination
Topology
3–10 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
Multi-year roadmap

The nervous system.Facility-wide distributed cognition.

At full scope, Flynn becomes a facility-wide distributed nervous system — hierarchical composition of asset-level coordination into process-level, plant-level, and ultimately enterprise-level cognition.

Enterprise Plant A Plant B ASSET ASSET ASSET ASSET ASSET FLYNN DETECTORS · BARE-METAL · ON-SILICON CORTEX CEREBELLUM SPINAL CORD REFLEX
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. Spinal cord lays the foundation.
Roadmap conversations

Pilot the spinal cord.

Operators with multi-sensor assets and clear regime structure are good candidates for 2026 pilot deployments of the coordination layer.

Talk to engineering See engagement tiers
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.