I build the parts of AI systems that the model providers don't ship. Adversarial-cost manifolds, governance overlays, formal-methods tooling, audit-grade telemetry. Independent. SAM.gov registered. Available for contract, advisory, and audit work this quarter.
Concrete engagements with real deliverables. Pricing is anchored, not theoretical.
A first-pass governance assessment for one AI workflow. You get immediate checkout confirmation, the service fast-start packet, a human-reviewed findings memo, three prioritized fixes, and an evidence checklist you can reuse with leadership, auditors, or proposal reviewers.
One-hour conversation about a concrete AI safety / governance problem you're facing. You leave with a written summary and a follow-up action list. If we don't find a real path, you don't pay.
I run my own L13 governance harness against your production LLM endpoint or agent. You get the full attack catalog, false-allow rate, latency profile, and a remediation plan. Composes with Anthropic Petri.
I build a deployable governance layer (containerized service, ≤200ms median latency) sitting in front of your model API. Handles prompt-injection, identifier-canonicality, bijective-tamper, and your domain-specific constraints. Open-source by default; private-fork for regulated workloads.
I'm SAM.gov registered (UEI J4NXHM6N5F59) and ready to subcontract on AI-safety, governance, or LLM-evaluation work. Two DARPA proposals in active eval. Comfortable with FAR 9.5 source-selection-protected work.
If you're using SCBE-AETHERMOORE or any of my npm/PyPI packages and want a feature added, integrated, or hardened — I'm the canonical author. Sponsorships and bounties accepted.
Walk your engineering team through hyperbolic-geometry foundations, the 14-layer pipeline, or the practical implementation of NIST AI RMF / EO 14110 governance evidence. Remote or in-person (PNW preferred).
Don't take my word for it. Every claim below is independently verifiable in 30 seconds.
Use this if you are a prime contractor, SBIR partner, or small-business office looking for the right starting point:
Hi, my name is Issac Davis. I am a CAGE-code verified small business owner with a new post-quantum cryptographic metamaterial prototype for autonomous swarm hardware security. I would like to speak with the Small Business Liaison Officer about potential subcontracting or SBIR collaboration opportunities. Do you have a moment, or can you connect me with the right person?
I prefer concrete starts. Here are three frictionless ways in:
Best for advisory calls, audits, or scoped engagements. Average reply time under 24 hours, often same day.
Best for federal subcontract conversations, prime contractor BD calls, or anything involving SAM/CAGE verification.
If the open-source work has helped you and there's no engagement on the table, a sponsorship keeps the work funded and the next release shipping.
Solo. No subcontracting layers, no junior teams shadowed by a senior, no offshoring. You talk directly to the principal. Engagements get a written scope before money changes hands. Open-source delivery is the default; private-fork is available for regulated workloads with a written justification.
Booked from Port Angeles, WA. APEX Accelerator partnership. SAM.gov UEI J4NXHM6N5F59.
This page is informational. Engagements require a written agreement (statement of work or contract) before performance begins. Federal subcontract work follows the prime's flowdown clauses; FAR 9.5 source-selection sensitive matters are handled per the prime's policy.
Polly is the SCBE assistant. Ask about products, scope a custom build, or get pointed at the right resource. Conversations are routed to a private Hugging Face dataset and used to train the next release — uncheck the box below if you'd rather opt out for this conversation.
Skip the email back-and-forth — fill in the four fields below and you'll have a same-day reply. Submissions land in a private dataset only Issac can see.