ChirpPoint Dynamics, LLC · Life-Critical Software Systems

Deterministic.
Auditable.

When software decides whether a cardiac signal is clean, or whether audio evidence holds up in federal court, "it usually works" isn't a specification. ChirpPoint builds deterministic, fully auditable software for medical devices and forensic audio — designed from first principles with IEC 62304 Class C as the goal from the first line of code, with every result traceable and every claim bounded.

IEC 62304 Class C ISO 14971:2019 Daubert Standard Patent Filing Imminent
Design goals from the first line of code — not conformance findings. No regulatory body or court has reviewed this system.
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Engine Verified
CPD-ENG-006 · April 8, 2026
10/10
V&V Tests Passed · Drift 0.0000e+00
≡Products

Two Products. One Standard.

Medical GPU Computing
ChirpPoint Lattice-Q™
10/10 V&V Passed Zero Anomalies · v3.0.5 Patent Filing Imminent

A GPU computing system for real-time cardiovascular simulation and medical signal classification, designed from first principles with IEC 62304 Class C as the goal — deterministic execution confirmed on production silicon, April 2026. Regulatory documentation is produced by the same engineering discipline that produces the system, not assembled afterward.

V&V Result
10/10 Passed
Numerical Drift
0.0000e+00
Precision
FP64 Strict
Target Hardware
A100 / H100 / B200
Design Goal
IEC 62304 Class C
  • Bit-exact FP64 reproducibility — 10/10 verification tests passed, drift = 0.0000e+00, confirmed on physical GPU hardware, not simulated
  • IEC 62304 Class C was a design goal from the first line of code, not a layer applied afterward — traceability and bounded behavior were architectural constraints throughout. Conformance has not been independently assessed by a notified body or outside regulatory counsel
  • Full documentation package — Design History File, SBOM, risk management file, audit trail — available through structured disclosure to qualified parties under NDA
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Adaptive Audio Intelligence
ChirpPoint Prism™
GPU · CPU · ARM — Identical Output Patent Filing Imminent

A deterministic, platform-universal engine for precision audio signal analysis, with a mathematically guaranteed, stated error bound. Prism separates each signal into clean and artifact components — clean + artifact = original, within the stated bound, for every input, on every supported platform.

Error Bound
Stated & Guaranteed
Platforms
GPU / CPU / ARM
Cross-Platform Output
Numerically Identical
Training Data
None Required
  • Guaranteed reconstruction bound — a mathematical property of the algorithm, confirmed identical across GPU, CPU, and ARM bare metal, not a characterization from a test set
  • No training data, no fixed transform, no distribution-shift risk — parameters are derived per signal, deterministically
  • Every run produces a complete forensic audit log — built toward the Daubert standard's requirements for a known error rate and reproducible methodology as a design goal from the outset. No court has ruled on admissibility, and no outside party has yet reviewed the system against this standard
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Design Targets, First Line of Code — Not Certifications
IEC 62304:2006+AMD1:2015 — Class C ISO 14971:2019 FDA QMSR (eff. Feb 2026) MISRA C:2012 IEEE 754-2008 NTIA SBOM Minimum Elements Daubert Standard
→Applications

Beyond the Operating Room.

The same properties that create a structural regulatory position in Class C medical software are direct requirements in several non-medical industries — the same problem, in a different regulatory language.

Semiconductor
Deterministic, node-identical simulation results for process qualification under SEMI standards.
Energy Storage
Bounded-precision transport simulation for long-duration battery R&D, matched to DOE SBIR funding pathways.
Aerospace, Low-Speed
Bit-exact reproducibility, a direct DO-178C parallel, for UAV aerodynamics and thermal simulation.
Industrial Manufacturing
Deterministic classification of high-dimensional sensor data, qualifiable under ISO 9001 and TS 16949.
Pharmaceutical Mfg.
Process analytical technology mapped to existing IEC 62304 documentation under 21 CFR Part 211.
Industrial Infrastructure
Real-time digital twin components with identical results on engineering workstation and plant floor.
∴Approach

Engineered Toward the Standard.

Every standard referenced on this page — IEC 62304 Class C, ISO 14971, the Daubert standard — was a design goal chosen from the first line of code by a single engineer without formal regulatory or legal training. None of it is a conformance finding. No notified body, outside regulatory counsel, or court has independently reviewed this system against these standards.

Bounded, Not Estimated
IEC 62304 Class C requires patient-safety-critical behavior be characterized with a stated, bounded error profile — not a measurement from a sample. ChirpPoint systems were designed around a defined worst-case bound as a structural, mathematical property — whether that satisfies the standard's requirements in full is a determination for a qualified reviewer, not a claim made here.
Verified at the Binary Level
Numerical precision is enforced at the source level and independently verified against the compiled binary output — source-level and binary-level correctness are distinct claims, and both are audited. Methodology available through structured disclosure.
Documentation, Not Reconstruction
Design History Files, risk files, and verification indices are produced in parallel with the code and version-controlled alongside it — evidence of the system as it exists, not a description written after the fact.
Identical Across Targets
Lattice-Q targets NVIDIA A100, H100, and B200. Prism targets GPU, CPU, and ARM bare metal through a single API. Identical numerical output across all deployment targets is a confirmed, verified property.
Full source code, verification logs, and the complete regulatory document set — Design History Files, ISO 14971 risk file, SBOM, threat model, audit trail — are maintained in a review-ready state and available to qualified parties through structured disclosure under executed NDA.
∎About

The standard isn't software that passes tests. It's software whose behavior is fully characterized before a single test is run.

IEC 62304 Class C is an engineering standard that happens to require documentation as evidence — you cannot produce the documentation correctly unless you built the system correctly in the first place. That was the goal ChirpPoint was designed toward from day one: architecture first, tooling in service of it. Whether it fully satisfies the standard is a question for regulatory counsel, not a self-assessment.

On April 8, 2026, the Lattice-Q engine completed its REV 2 verification — 10/10 tests, exactly zero numerical drift, on physical production GPU hardware.

Lucas J. CannonFounding and Managing Member · Chief Architect · Blaine, Minnesota
10/10
V&V tests passed · zero drift · Apr 2026
0
Open anomalies · current release v3.0.5
C
IEC 62304 classification — design goal
3
Prism deployment targets · identical output

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Full architecture, source code, and regulatory documentation are maintained in a controlled disclosure environment — not present on this site. Engagement types: technical evaluation, compliance review, licensing, and investment due diligence.