GiDanc AI LLC is the research and intellectual-property company behind AI Assess Tech — the runtime behavioral attestation platform for deployed AI. Enterprises keep the seal current on demand, on a compliance schedule, or via SDK cadence, with cryptographically verifiable results.
Deployed AI System
system prompt · tools · production config
Runtime Behavioral Attestation
LCSH · cadence (schedule / SDK) · drift detection
Verified Evidence
cryptographically anchored assessment record
The industry tests models before release. Nobody tests the deployment — the actual system prompt, tools, and configuration your customers touch. AI Assess Tech closes that gap: structured behavioral assessment of deployed AI at runtime, on a schedule, with drift detection over time and results anchored for independent verification. GiDanc AI builds the research, the frameworks, and the patent portfolio that make it possible.
A short from The Board Meeting — what the conversation sounds like when runtime evidence is missing.
Through AI Assess Tech, GiDanc provides independent runtime behavioral attestation for deployed AI — evidence a skeptical third party can check, kept current as systems change.
The problem
Deployed AI is opaque and non-stationary — it changes under you. Logs and evaluations produced by the party that built or runs the system are self-attested evidence; segregation of duties means a board, auditor, or insurer cannot accept them. Point-in-time testing fails a second way: the result goes stale the moment the deployment changes.
The job
Be the neutral instrument that turns “is my AI behaving?” into evidence a skeptical third party accepts — and keep that evidence current.
What we provide
Independent runtime behavioral attestation for deployed AI — locked instruments (LCSH and related frameworks), persisted results, and public cryptographic verification. Enterprises run assessments on demand, on a compliance schedule, or via the SDK on a production cadence so the seal stays current as systems change. Boards, auditors, and insurers consume the same verifiable record without trusting the deployer's mutable logs.
Why trust it
Our assessment protocol is preregistered and publishes where gates pass and fail — FAIL is FAIL as registered (osf.io/u2b3j). An instrument that only shows green has no teeth. Results are hash-chained, tamper-evident, and publicly verifiable at aiassesstech.com/verify — 565+ locked, publicly verifiable production runs.
Where it fits
ISO 42001 covers your AI management process. We attest the runtime behavior of the deployed system — complementary evidence that GRC platforms and auditors ingest alongside management-system evidence, observability, and policy controls.
14 patents across 7 U.S. provisional filings covering the assessment framework, multi-agent governance, and verification architecture.
View patents →AI Assess Tech has operated in production since February 16, 2026, with results anchored to Ethereum for independent verification. See a verification record →
In production: CashCanvas (cashcanvas.us) runs scheduled behavioral attestation against its deployed configuration, producing hash-chained assessment records on a recurring cadence.
Visit platform →AI Assess Tech is the platform. GiDanc AI LLC is the company that researches, patents, and builds it — and provides consulting engagements for organizations preparing their AI governance posture.
View consulting engagementsA 30-minute conversation. No pitch — just where your deployed AI stands and what evidence you'd need.