I Build Autonomous
AI Businesses
Lawyer. Engineer. Inventor of UAPK. I compile businesses into fully autonomous AI entities — and I patented the method. 5 EPO filings, 10 live entities, 12 academic papers.
Why Lawkraft
Patent-backed technology. 10 live proof points. The only consultant who files your patent, writes your compliance docs, and codes your system.
Patent-Backed Technology
UAPK is not a pitch deck — it's 5 EPO patent filings covering a 4-layer control plane for autonomous AI entities. You're licensing proven, protected IP.
10 Live Proof Points
Not theory. 10 autonomous AI entities running in production across law, finance, eCommerce, and medtech. Every entity is a reference implementation.
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's Layer 5 of every UAPK entity. 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.
12 Autonomous Entities
Each entity is a fully autonomous AI-operated business — compiled by UAPK, governed by policy manifests, running 24/7 under deterministic rules.
UAPK Compiler
LiveThe business compiler — encode any organization into a deterministic, executable UAPK manifest
Visit Site ↗UAPK NFT Marketplace
LiveEntity NFT marketplace — mint, trade, and transfer UAPK-compiled business identities
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 DevelopmentAutonomous eCommerce — AI-operated 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.
UAPK Entity Compilation
Take an existing business or business idea and compile it into a fully autonomous UAPK entity with governance, connectors, policy enforcement, and audit trails. The entity operates independently under manifest-defined rules.
Learn More →UAPK Gateway Integration
Deploy the UAPK Gateway as a governance layer over your existing AI agents and LLM deployments. Every action recorded, every decision auditable, every policy enforced.
Learn More →GraphRAG System
Production-ready 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 →EU AI Act Compliance
Fast-track EU AI Act compliance from someone who understands both the law and the engineering. Risk classification, technical documentation, and DPIA — written by a lawyer who builds the systems.
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 autonomous deployment. Every entity follows the same compilation process.
Discover
Map your business processes, data flows, and decision logic. Identify what can be compiled into autonomous operations.
Compile
Transform business logic into UAPK entity 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
Production deployment with Mother AI OS. Autonomous operation under manifest-governed rules. 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
Compiled into a UAPK entity with autonomous marketplace crawling, 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 fully autonomous AI entities. Each entity 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 with estimated 70-80% grant probability. Four utility model filings (FU01-04) 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 compiles entire businesses into autonomous entities. The 10 live entities are proof — each one runs independently under governed rules. And the method is patented, 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.