I Build Governed
AI Systems
Lawyer. Engineer. Inventor of UAPK. I compile businesses into governed AI systems — and I filed the patents. 5 EPO filings, 10 live projects, 12 academic papers.
Why Lawkraft
Patent-pending technology. 10 live projects. The only consultant who files your patent, writes your compliance docs, and codes your system.
Patent-Pending Technology
UAPK is not a pitch deck — it's 5 EPO patent filings covering a 4-layer control plane for governed AI entities. You're licensing proven, protected IP.
10 Live Projects
Not theory. 10 projects running across law, finance, eCommerce and medtech — real businesses, not slideware. The first, TaxCraft, is compiled to a UAPK manifest; the rest are candidates.
Lawyer + Engineer in One
Dual-barred attorney (Germany, New York) who codes production systems. Writes your compliance docs AND your GraphRAG pipeline.
12 Academic Papers
Peer-reviewed research on AI governance, GraphRAG-Legal, governed collapse, and quantum-inspired ML. Published dataset on HuggingFace with 3,400+ records.
EU AI Act Native
Compliance is not an afterthought — it is designed in from the first layer. Classification, technical file, DPIA, and audit trail built into the architecture.
Full-Stack Autonomy
From knowledge graphs to agent orchestration, from Stripe payments to Google Calendar, from content generation to lead capture. One system, fully governed.
10 Live Projects
Each is a real business I run. The first, TaxCraft, is compiled to a UAPK manifest and governed by policy; the rest are candidates for compilation where it genuinely fits.
UAPK Compiler
LiveThe governed execution layer — encode an organization into a deterministic, executable UAPK manifest
Visit Site ↗UAPK Space
LivePlanned registry for transferring UAPK-compiled entity identities. In development — waitlist only.
Visit Site ↗Morpheus Mark
LiveAI-powered IP protection — monitors 200+ marketplaces for trademark infringement
Visit Site ↗Brave Little Attorney
LivePublic-facing legal assistance — accessible legal consulting for individuals
Visit Site ↗BellsFall
In DevelopmentAI-driven financial predictions — quantum-inspired probabilistic forecasting
Visit Site ↗CharcoalPine
In DevelopmentAI-operated eCommerce — supervised dropshipping for online sellers
Visit Site ↗Quantum AI Trading Bot
LiveMulti-model ML trading — algorithmic strategies for investment firms
Visit Site ↗Murphy Med
In DevelopmentMedical AI — combining clinical data analysis with legal compliance
Visit Site ↗Innovate Relocate
LiveAI-driven private equity — deal sourcing and evaluation automation
Visit Site ↗Legal Graph RAG
In DevelopmentComplete AI law firm — litigation, research, and document automation via knowledge graphs
Services
From strategy to entity compilation. Partner-led delivery with transparent pricing.
Gateway Governance Sprint
For companies deploying their first real agent — one that takes actions, not a chatbot. In two weeks it runs behind a UAPK Gateway with a reviewed manifest, an enforced policy pack, a logged audit chain, and a human approval step on the decisions that carry consequence. Fixed scope, fixed price, your team holds the keys at handover.
Learn More →AI Compliance & Control Sprint
A documented AI governance posture across your agent portfolio, mapped against the EU AI Act, NIS2, and your sector's rules, with the critical controls encoded as policies the Gateway actually enforces. Written by a lawyer who builds the systems, which is why the controls are executable rather than aspirational.
Learn More →UAPK Entity Compilation Project
The deep engagement. We diagnose what is genuinely compilable and what must stay human, author the manifest, wire the connectors, and compile it into a governed runtime under Gateway with documented operating rights and revenue separation. Includes a 30-day shadow run before anything operates unsupervised. Capacity is deliberately capped at two concurrent projects, so this is quoted against a real calendar.
Learn More →GraphRAG System
GraphRAG combining knowledge graphs with hybrid retrieval (semantic + sparse + graph traversal). Built for law firms, battle-tested on 100k+ legal documents. Now available for your domain.
Learn More →AI Strategy Sprint
Use-case mapping, ROI modeling, and risk assessment. Cut through the noise and get a prioritized roadmap with conservative value estimates.
Learn More →How It Works
From discovery to governed deployment. Every entity follows the same compilation process.
Discover
Map your business processes, data flows, and decision logic. Identify what can be compiled into governed operations.
Compile
Transform business logic into governance manifests. Build connectors, define policies, wire up intelligence layers.
Govern
EU AI Act technical file, DPIA, audit trails, and monitoring. Every AI decision recorded and explainable.
Deploy
Deployment with Mother AI OS. Supervised operation under manifest-governed rules, running 24/7 with human oversight.
Portfolio Results
Real entities, real results. From David's own UAPK portfolio and prior engagements.
Morpheus Mark — AI IP Enforcement
Manual trademark monitoring across 200+ marketplaces was slow, expensive, and missed infringements
Built as a governed system with supervised crawling of third-party sales platforms, infringement detection, and takedown request generation
- ✓ Monitors 200+ marketplaces continuously
- ✓ Automated infringement detection and evidence collection
- ✓ Takedown request generation with legal citations
Legal Graph RAG — AI Law Firm
Lawyers spending 60%+ of time on research across fragmented document collections
GraphRAG system with knowledge graphs over 100k+ documents, multi-hop reasoning, and citation-backed answers
- ✓ 50-80% faster legal research
- ✓ Every answer includes source citations
- ✓ Cross-jurisdictional reasoning (EU + US)
UAPK Gateway — Agent Governance
Enterprise deploying AI agents with no audit trail, no policy enforcement, and no kill switch
UAPK Gateway deployed as agent firewall — every decision recorded, every action governed by manifest rules
- ✓ Complete black box recording of all AI decisions
- ✓ Deterministic policy enforcement
- ✓ EU AI Act compliant audit trail
Track Record
These are results from David's own projects and prior roles. Your results depend on your specific use case — we model ROI conservatively before building.
Questions
What is UAPK?
Universal AI Processing Key — a patent-pending system for compiling businesses into governed, supervised AI systems. Each one has a 14-layer architecture covering identity, intelligence, policy, workflows, connectors, audit, and more. Think of it as an operating system for AI-operated businesses.
Who does the work?
David Sanker personally. Lawkraft is a solo practice — no juniors, no hand-offs. If extra capacity is needed (data labeling, UI), David brings in his trusted network with a single point of contact.
Are the patents granted?
The parent patent (EP 25 000 056.9) is under examination at the EPO. Four further filings protect specific layers. Corrected responses were filed in March 2026.
How is this different from other AI consulting?
Most AI consultants build chatbots or dashboards. Lawkraft designs entire businesses as governed AI systems. The 10 live projects are the proof that this is operating experience, not theory. One of them, TaxCraft, is compiled to a UAPK manifest; the others are candidates. And the method is patent-pending, not just a framework slide.
Do you support EU-only hosting?
Yes. Data sovereignty first — EU-hosted or on-prem with mTLS, audit logs, no shadow data flows. UAPK Gateway provides complete decision recording.
What about the academic papers?
12 papers covering AI governance, GraphRAG-Legal, governed collapse, quantum-inspired ML, and more. 10 are ready for ArXiv submission. The training dataset is live on HuggingFace with 3,400+ records. ORCID: 0009-0004-9636-3910.
How fast can we get started?
Gateway integration: 2-4 weeks. GraphRAG pilot: 6-8 weeks. Full entity compilation: 8-12 weeks. EU AI Act compliance sprint: 1-2 weeks. Strategy sprint: 2 weeks.