Strategy, Compliance,
Engineering
Founder-led AI consulting. Work directly with David Sanker—no delegation, no juniors. From readiness to production.
AI Readiness Sprint
Use-case mapping, ROI modeling, and risk assessment. Prioritized roadmap with conservative value estimates.
Deliverables
- → Use-case heat-map (ROI × feasibility)
- → Cost/benefit model with assumptions
- → Risk register & governance framework
- → 12-month roadmap with decision gates
- → Go/No-Go recommendation
Ideal For:
- ✓ C-suite needing clarity before investment
- ✓ Innovation teams building business case
- ✓ Compliance officers assessing risk
Compliance Accelerator
EU AI Act classification, technical file preparation, and DPIA. Fast-track compliance documentation.
Deliverables
- → AI system risk classification
- → Intended purpose definition
- → Technical documentation file
- → Data Protection Impact Assessment
- → Staff training workshop
Ideal For:
- ✓ Teams blocked by compliance uncertainty
- ✓ Pilots needing audit-ready docs
- ✓ Risk/legal needing evidence pack
MVP/Pilot Builder
Production-ready GraphRAG pilot with citations, connectors, evaluations, and guardrails. Ship a working assistant on your data.
Deliverables
- → LexGraph RAG pilot (knowledge graph + hybrid retrieval)
- → Connectors to DMS/CRM/case systems
- → Evaluation dashboards (precision, recall, latency)
- → Guardrails (PII filters, prompt checks)
- → Citation & provenance UI
Ideal For:
- ✓ Litigation boutiques (case law search)
- ✓ Claims teams (policy Q&A)
- ✓ AML/KYC (risk assessment)
LexGraph Integration
Domain knowledge graph with hybrid search API. Semantic + sparse + graph traversal for precise retrieval.
Deliverables
- → Domain knowledge graph (entities + relationships)
- → Hybrid search API (vector + BM25 + graph)
- → Reranking & query expansion
- → Integration with existing systems
- → Performance benchmarks
Ideal For:
- ✓ Global law firms (cross-jurisdictional search)
- ✓ Regulators (policy knowledge base)
- ✓ In-house counsel (precedent tracking)
AI Platform & MLOps
Kubernetes inference, CI/CD, observability, SSO, and operational runbooks. Scale from pilot to production.
Deliverables
- → Kubernetes inference setup
- → CI/CD pipelines with testing
- → Observability (metrics, logs, traces)
- → SSO/mTLS security
- → SLO monitoring & alerting
- → Incident runbooks
Ideal For:
- ✓ Enterprise IT scaling pilots
- ✓ Risk teams requiring 99.9% SLOs
- ✓ Multi-tenant deployments
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.
Get in Touch