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Flynn is real-time equipment health intelligence that runs on the microcontroller already inside your equipment. It learns healthy operation, locks the baseline, and detects developing anomalies at the source—before they cascade into failure.
8,480 bytes. Bare-metal. Deterministic. Near-zero SWaP-C.
Equipment failure costs the Fortune 500 $1.4 trillion a year—up 62% since 2019. Predictive tools are more common than ever. Unplanned downtime is more prevalent than ever.
False alarms teach operators not to listen.
Flynn raises zero false positives.
An adaptive baseline can redefine a slow-developing fault as the new normal.
Flynn enrolls on healthy operation, then locks the baseline. Drift remains detectable.
Conventional predictive-maintenance programs can require months of historical data, labeling, new infrastructure, and specialist support.
Flynn learns directly from healthy equipment. No labeled fault history. No pretraining. No cloud dependency.
Inspections are snapshots.
Flynn observes equipment signals in real time, providing certifiable health and wellness telemetry.
Fits inside existing MCU flash—not 8 MB, not 8 GB.
Software on the chip already there. No additional board, sensor, or radio.
Integer-only. Zero heap after initialization. Runs inside the existing power envelope.
Runs on silicon you already ship.
One compact detector small enough to live on the microcontroller native to the equipment.
Learns healthy operation in 1,700 samples—as little as two seconds at kilohertz rates—then locks. No labels. No tuning.
No dynamic allocation after initialization. Architected for constrained and safety-critical firmware environments.
Compiled for your target hardware. Deterministic and verifiable against published test vectors, with source available to certifying authorities under NDA.
Zero false positives across 120 hours of healthy synthetic-vibration soak testing, with a 95% confidence ceiling below 0.025 per hour.
Same signal. Same answer. Replayable and auditable.
† Enrollment requirements vary by equipment type, modes, and operational envelope.
Flynn learns the operating envelope from healthy equipment, locks it, and watches every sample that follows.
No retraining loop. No continuously moving definition of normal.
Flynn enrolls on healthy sensor data by observing the sensor stream in real time, on device, per mode of operation.
Once enrollment is complete, the baseline is locked.
Flynn evaluates equipment telemetry against the enrolled operating envelope in real time.
It can signal as behavior begins trending toward the bounds of its enrolled thresholds—before those bounds have been crossed—and signal again when a threshold breach occurs.
The result is certifiable health and wellness reporting and early warning signals before equipment failure.
Equipment degrades. Signals change. Flynn remains.
The same core has been validated across five signal domains with no domain-specific model and no per-domain retraining.
Where there is telemetry, Flynn turns deviation into actionable equipment intelligence.
One Flynn instance is useful on its own.
Multiple instances can compose into something larger. Equipment intelligence at the signal, asset, facility, and organizational level.
Flynn is the atomic unit: one compact, deterministic detector operating directly on equipment telemetry.
Deployable today for production evaluations and pilot programs.
Compose multiple Flynn instances across sensors and assets.
Each detector remains authoritative over what it observes. A coordination layer adds operational context without rewriting the underlying detector’s decision.
The result: multi-sensor, regime-aware equipment intelligence that remains deterministic at its foundation.
Reflex-class response.
Operational-regime memory.
System-level coordination.
Forensic replay back to any moment.
From individual signals to a facility that can understand its own condition.
From one sensor on an engineer’s bench to a thousand-asset fleet behind an air gap, Flynn scales to meet the demand.
A 30–90 day engagement for business units proving Flynn in the lab, on the shop floor, or in the field.
For manufacturers embedding Flynn directly into commercial equipment at production scale.
For operators deploying Flynn across fleets, retrofit programs, new builds, or air-gapped environments.
Pilot program, OEM licensing, or enterprise deployment—every engagement begins the same way:
Tell us what you want Flynn to listen to.
We support what we ship for as long as you run it.