MarginSignal OS — Capability Statement

Independent verification and assurance for autonomous and AI‑enabled systems — the external audit layer for automated decisions.

Capability Statement
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Core Competencies

  • Independent verification & validation (IV&V) for AI-enabled and autonomous systems operating in regulated and mission-critical settings.
  • AI test, evaluation, verification & validation (TEVV) — model and output validation, performance and reliability assessment.
  • Fault detection & cross-party fault attribution across multi-vendor AI and inference pipelines.
  • AI governance, risk management & compliance monitoring — conformance against organizational and regulatory requirements, with audit-grade reporting.
  • Operational AI evaluation — conversational AI, customer-experience automation, and high-volume operational decision systems.

Differentiators

Structurally independent. A vendor-neutral assurance function with no stake in the models under evaluation — the auditor, not the builder. The role independent auditors hold in financial reporting, applied to autonomous AI.

Patent-pending methods. Multiple provisional patent applications filed on the verification and fault-apportionment methods, held by the company.

Operator credibility. Founded by a 15-year enterprise customer-operations and systems-operations practitioner — assurance built from how these systems actually run, not theory.

Built in production. Enterprise-grade analytics and AI-evaluation tooling designed and operated inside a Fortune 50 operations environment.

Relevant Experience

Fifteen years designing and running large-scale customer-operations, quality-assurance, and resolution programs across insurance, healthcare, ITSM, and BPO environments in regulated industries.

Designed and deployed operational-intelligence and outlier-detection tooling — agent and supervisor performance analytics, churn intelligence — on enterprise data platforms in a Fortune 50 setting.

Active evaluation under executed mutual NDA with a leading industry standards and certification organization in the customer-experience domain; warm engagement underway with public-sector AI leadership.

Procurement FAQ

What does MarginSignal OS do?

MarginSignal OS provides independent verification & validation (IV&V / TEVV) and cross-party fault attribution for AI-enabled and autonomous systems — a vendor-neutral assurance function that grades whether deployed AI actually worked, without building or operating it.

What are MarginSignal OS's UEI and CAGE codes?

UEI GDK6HMUZ5ZG9 and CAGE 1Z8K0. The legal entity is MarginSignal OS LLC, a single-member LLC registered in Georgia (SOS No. 26055623), established March 4, 2026.

What NAICS and PSC codes does MarginSignal OS operate under?

Primary NAICS 541512, plus 541519, 541715, and 541690. Product Service Codes: DJ01, DJ10, DA01, and AJ12.

Is MarginSignal OS a small business?

Yes — a self-certified small business (micro), structured as a single-member LLC in Georgia and established in 2026.

Independent verification layer for autonomous AI.

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