Strategy, Compliance,
Engineering
Founder-led AI consulting. Work directly with David Sanker—no delegation, no juniors. From readiness to production.
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.
Deliverables
- → 14-layer UAPK entity manifest
- → Business logic compilation (processes to AI workflows)
- → Policy enforcement runtime (Layer 5)
- → Connector architecture (APIs, databases, external services)
- → Audit trail and black box recording
- → Mother AI OS deployment
Ideal For:
- ✓ Founders automating an entire business vertical
- ✓ Enterprises building autonomous divisions
- ✓ Investors creating AI-operated portfolio companies
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.
Deliverables
- → UAPK Gateway deployment
- → Agent firewall configuration
- → Black box recorder for all AI decisions
- → Policy rule definition and enforcement
- → Real-time monitoring dashboard
- → Incident response procedures
Ideal For:
- ✓ Companies deploying AI agents in production
- ✓ Regulated firms needing audit trails
- ✓ Teams worried about AI agent safety
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.
Deliverables
- → Domain knowledge graph (entities + relationships)
- → Hybrid search API (vector + BM25 + graph)
- → Citation and provenance tracking
- → Connectors to DMS/CRM/case systems
- → Evaluation dashboards (precision, recall, latency)
- → Guardrails (PII filters, prompt injection checks)
Ideal For:
- ✓ Law firms (case law + internal memos)
- ✓ Insurance (policy knowledge base)
- ✓ Banks (regulatory compliance)
- ✓ Any domain with 10k+ documents
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.
Deliverables
- → AI system risk classification
- → Intended purpose definition
- → Technical documentation file
- → Data Protection Impact Assessment
- → Model card and evaluation report
- → Staff training workshop
Ideal For:
- ✓ Teams blocked by compliance uncertainty
- ✓ Pilots needing audit-ready documentation
- ✓ Legal/risk teams needing evidence packs
AI Strategy Sprint
Use-case mapping, ROI modeling, and risk assessment. Cut through the noise and get a prioritized roadmap with conservative value estimates.
Deliverables
- → Use-case heat-map (ROI x feasibility)
- → Cost/benefit model with assumptions
- → Risk register and governance framework
- → 12-month roadmap with decision gates
- → Build-vs-buy recommendation
Ideal For:
- ✓ C-suite needing clarity before investment
- ✓ Innovation teams building a business case
- ✓ Boards evaluating autonomous AI opportunities
Let's Discuss Your AI Initiative
Book a 30-minute strategy call to explore how GraphRAG and EU AI Act compliance can accelerate your projects.
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