AI forensic data analysis & research laboratory
YY examines datasets, operational records, and AI-system behavior. We return source-linked findings, explicit gaps, and inspectable artifacts—then state where the evidence stops.
50% off AgentSafe and Dataset Preflight through .
Lead product
Inspect a dataset locally, catch duplicate, provenance, and secret-risk findings, then optionally export selected findings and policy checks for CI.
Prove approval gated your OpenAI Agents SDK FunctionTool before it ran, with deterministic local evidence.
Paid services
Two fixed-scope pilots for non-developer teams. Review the exact input, output, timing, price, and boundary before sharing files or paying. Browse all services.
First paid pilot / $149 / fit check first
A bounded cleanup service that turns one existing gage list and up to 25 supported calibration-certificate PDFs into a source-linked register and an explicit review queue.
Data-entry assistance; not calibration, metrology judgment, or compliance advice.
First paid pilot / $19 once
A draft of board minutes, motions, votes, decisions, and action items that is checked against one authorized association-meeting recording before delivery.
A recording-checked draft; not adopted minutes, legal advice, or a complete record of events outside the recording.
Available now
Two one-time founding licenses and one metered Poe utility. Each exposes its measured scope, price, and non-claims before payment. Compare the paid products.
Lead product · Regular price $39Sale price $19.50once
Inspect a local dataset for duplicates, provenance gaps, and secret-risk signals, enforce your thresholds, and emit opt-in SARIF and JUnit evidence for CI.
A bounded evidence packet—not a safety, license, or training-readiness verdict.
Founding release candidate · Regular price $49Sale price $24.50once
A deterministic, local evidence checker for one specific behavior: approval-to-execution in OpenAI Agents SDK 0.19.x FunctionTools.
One measured FunctionTool behavior—not a security audit or certification.
Metered Poe utility · 500 YY points + Poe base
Export the conversation visible to the bot as a deterministic ZIP with a readable transcript, canonical JSON receipt, SHA-256 manifest, and local verifier.
Exports only the history Poe presents to the bot. Verification proves internal consistency—not truth, identity, origin, or completeness.
Free and open work
Use a browser utility, review a specification through two named models, or install a released package.
Open research · Python + RTL
Free · Poe
Free · browser
Open source · Node.js
Open source · Python
Open source · Python
Open source · Zig
How we build
Services, software instruments, open tools, and research prototypes are different outputs of one laboratory contract: preserve the evidence, expose uncertainty, and keep every conclusion inside its supported boundary.
For deterministic tools, the same supported inputs should produce the same bytes. Results should be reproducible, not anecdotal.
A file-inspection tool should be useful on one machine, offline, before it asks anyone to send data somewhere else.
No unmeasured numbers or implied guarantees. Every product page states the measured scope and the boundary around it.
Outputs use readable formats, published schemas, manifests, or source so another person can inspect the result.
Contact
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