When the software decides whether a patient's cardiac signal is clean — or whether audio evidence holds up in federal court — "it usually works" is not an acceptable specification.
Every serious acquisition reaches the same technical inflection point:
the acquirer's regulatory and engineering teams must be able to open the codebase,
trace every result to a defined requirement, and independently reproduce system behavior.
ChirpPoint systems are engineered so that this review succeeds on first pass —
with deterministic execution, stated error bounds, and complete traceability
from specification through verified binary.
This page is a controlled disclosure subset. Full system architecture, algorithmic implementation, and internal design are not disclosed here.
Every ChirpPoint system produces deterministic output — the same input produces the same result on every platform, every run, every driver version — without exception.
Worst-case error is a mathematically established property of the system — not an estimate from a test set. Verification protocol and numerical bounds are available through structured disclosure to qualified parties.
Design History Files, software bills of materials, risk management files, and verification indices. Built to IEC 62304 Class C from the first line of code.
No black boxes. No undocumented assumptions. No results that depend on training data or model weights. An acquirer's regulatory team can open the documentation and begin review immediately.
Daubert admissibility requires a known error rate, a testable method, and a forensic record. Every Prism processing run satisfies all three as a designed-in system property. Every Lattice-Q result is reproducible to the bit on the hardware it was validated on.
FDA 510(k) predicate comparison requires a stated, bounded error rate. ChirpPoint systems provide one as a structural property of their design. Systems without this property cannot make the same comparison — this gap is not closable by retraining, tuning, or documentation. It is architectural.
Both products share the same engineering discipline: ground-up design, strict numerical precision, and complete IEC 62304 Class C compliance documentation as a standard deliverable.
The first commercially available, audit-ready unified GPU solver for IEC 62304 Class C medical devices — confirmed on production silicon, April 2026.
A deterministic GPU computing system designed for IEC 62304 Class C environments, unifying real-time hemodynamic simulation and medical signal classification under a single verified FP64 numerical core, with full compliance documentation delivered alongside the system.
The first deterministic, platform-universal engine for precision audio signal analysis — with a mathematically guaranteed, stated error bound.
Prism analyzes each individual signal and determines the representation in which its structure is most precisely captured — automatically, in real time. It separates any audio into clean and artifact components using the signal's inherent properties — not a trained model or fixed filter. The result is a worst-case reconstruction error that is fixed, stated, and independently verifiable. The system is fully deterministic, with behavior reproducible across all supported platforms and inputs. Algorithmic implementation is not disclosed in this document.
The same properties that create a structural regulatory moat in Class C medical software — deterministic output, independently verifiable error bounds, reproducible builds, and complete audit documentation — are direct requirements in several non-medical industries. These are not adjacent opportunities. They are the same problem in a different regulatory language.
The IEC 62304 Class C documentation suite included with every Lattice-Q™ delivery — Design History Files, SBOM, threat model, V&V suite, tool validation index — maps directly to the verification and qualification requirements of semiconductor (SEMI), aerospace (DO-178C), nuclear (10 CFR 50 Annex B), and pharmaceutical (21 CFR Part 211) regulation. An acquirer in any of these markets inherits a fully documented, audit-ready system. The compliance work is already done.
This section presents a limited, controlled view of architecture and verified results. Core algorithmic implementation, internal design, and numerical bounds are not present in this document.
Architecture, verification structure, and confirmed results are presented at a high level. Detailed algorithmic behavior, validation datasets, and source-level artifacts are maintained in a controlled disclosure environment and available through structured disclosure to qualified parties as part of formal technical evaluation.
The following represents a controlled subset of materials available during formal technical and regulatory due diligence. Full detail requires executed NDA.
IEEE-754 precision compliance is enforced at the binary level and independently verified against the compiled output. The specific enforcement mechanisms, compiler constraints, and audit methodology are not disclosed in this document — they are available through structured disclosure as part of the formal technical evaluation process.
The documentation set listed below exists and is maintained in a review-ready state. Each item is a confirmed deliverable. Content, structure, and version history are not disclosed in this document — access is restricted to qualified parties through formal evaluation processes.
Document set is maintained in parallel with development and version-controlled. All items listed are available through structured disclosure.
Ten verification tests were run on physical NVIDIA GPU hardware under documented conditions (CPD-ENG-006). All tests passed. Numerical drift across all tests: exactly zero. Full test report, raw output logs, and hardware configuration are available through structured disclosure to qualified parties.
The IEC 62304 V&V suite confirms determinism and reproducibility — that the same input produces the same output. The physics validation suite confirms something distinct and additional: that the engine produces correct physical results on real, varying input. Reproducible wrong physics would pass V&V and fail physics validation. Both suites are required for medical deployment confidence.
FDA 510(k) clearance for Class II medical devices requires demonstrating substantial equivalence to a predicate device — including a comparable, stated error profile. ChirpPoint systems provide a bounded, stated worst-case error as a structural property. Alternative approaches based on learned inference cannot provide this property and cannot make the same predicate comparison.
This is not a minor regulatory detail. It is the reason ChirpPoint was designed this way from the first line of code — and the reason the regulatory pathway is available at all.
The medical device and forensic audio industries are converging on the same regulatory requirement: deterministic results with a known error rate. ChirpPoint was built for exactly this moment.
Systems that cannot state a worst-case error cannot satisfy the fundamental requirement of Class C patient safety software. ChirpPoint systems provide a defined, bounded error property by design — verifiable by any qualified evaluator through structured disclosure.
IEEE-754 precision compliance is independently verified against the compiled output — not claimed at the source level. Enforcement mechanism and audit methodology are not disclosed in this document.
Design History Files, risk management files, software bills of materials, and verification indices are built in parallel with the code — not generated at the end. They are as engineered as the algorithms.
A deterministic algorithm with a stated error rate can be submitted for FDA 510(k) review using a predicate device comparison. A neural network cannot make that comparison. This is a structural market position.
Lattice-Q is engineered specifically for NVIDIA GPU hardware — targeting the B200, H100, and A100 — with direct, unmediated access to the silicon. Prism targets GPU, CPU, and ARM bare metal through a single API, with numerically identical output across all three. Implementation architecture is not disclosed in this document.
Every decision is traceable. Every result is reproducible. Every document is ready for regulatory due diligence. An acquirer does not inherit a black box — they inherit a fully auditable system.
The standard is not software that passes tests.
The standard is software that cannot fail the tests that matter.
ChirpPoint Dynamics was founded on a straightforward conviction: the most demanding customers in the world — the ones whose software decisions affect whether patients live or die, or whether evidence holds up in court — deserve software built to match that standard.
The first approach produces products that work in the lab. The second produces products that work in the operating room and the courtroom. On April 8, 2026, the Lattice-Q engine completed its REV 2 validation — 10/10 V&V tests at exactly zero numerical drift, plus a physics validation suite confirming correct physical results against peer-reviewed benchmarks. That combination is not a performance claim. It is documented, reproducible engineering, confirmed in silicon.
The system is built using an architect-first methodology, where all constraints — numerical, regulatory, and system-level — are defined prior to implementation: automated tools serve the architecture. They do not define it.
Lucas J. Cannon
Founding and Managing Member · Chief Architect · Blaine, Minnesota
ChirpPoint maintains a complete, audit-ready documentation and verification package. Access is provided to qualified parties through formal evaluation and disclosure processes.
This page represents a controlled disclosure subset. Full system detail, source code, and compliance documentation are accessible only to qualified parties through formal evaluation processes. Engagements are available for technical evaluation, licensing, strategic acquisition, and regulated platform integration.
This is the entry point. Full system architecture, algorithmic implementation, source code, compliance documentation, and confirmed V&V results are not disclosed in this document. Access is restricted to qualified parties under executed mutual NDA as part of formal technical and regulatory due diligence.
Inquiry types: technical evaluation, licensing, strategic acquisition, government contracting, and investment.
Founding and Managing Member
ChirpPoint Dynamics, LLC