Your AI doesn't understand your business.
We build the knowledge graph that makes it possible.
Strategic diagnostic engagements from $15k
The problem no one is telling you about
Your AI is confidently wrong more than half the time.
And most enterprises are still reviewing documents manually.
Your compliance team wastes time chasing ghosts.
The difference between sounding smart and being smart.
Most AI implementations fail because they treat data as flat text. We treat it as what it is: relationships.
Software that solves real problems
Tools built from the trenches. Interact with live demos.
A journey, not a menu
Most of our clients start with a diagnostic. It always reveals the same problem. Here's how we fix it.
GraphRAG & Knowledge Graph Construction
We transform your scattered data into a knowledge graph your AI can navigate, reason over, and use to make real decisions.
AI Agent & Automation Implementation
We design and deploy AI agents that execute complex workflows on top of your knowledge graph.
Database Modernization for AI-Readiness
We prepare your data infrastructure so AI actually works. Without this foundation, everything else is theater.
Fractional Chief AI Officer
C-suite AI leadership without the full-time executive cost.
Industries we transform
Deep domain knowledge. Solutions designed for your vertical.
Healthcare
Patient records across 47 disconnected systems. Your AI can't see the full picture.
Mining
2.5TB of sensor data per day. Your maintenance AI misses 90% of failure patterns.
Aquaculture & Fisheries
300+ variables per cage, every day. Without a graph connecting them, your AI sees numbers — not the mortality event coming in 72 hours.
Banking & Fintech
90% false positives in AML detection. Your compliance team chases ghosts.
Legal & Compliance
$206B global compliance spend. Most still reviewing documents manually.
Insurance
Claims processing takes 22 days average. GraphRAG reduces it to 3.
Retail & E-commerce
Your recommendation engine doesn't understand product relationships.
Telecommunications
Network incident resolution averages 4.2 hours. Knowledge graphs cut it to 40 minutes.
Government & Public Sector
Citizen data across 200+ government systems. Zero interoperability.
Boutique team. Enterprise results.
A unique combination of medicine, graph theory, and AI engineering.
Physician & AI Strategist
Direct healthcare experience and deep understanding of complex systems. VE's first software domain was healthcare.
Graph Theory Engineer
Specialist in data infrastructure and relationship modeling. The mathematical foundation behind every knowledge graph.
Proprietary Methodology
A diagnostic framework developed at the intersection of evidence-based medicine and data science. Systematic, repeatable, measurable.
We're not a generic consultancy. We're the team that builds the intelligence your AI needs.
Insights
Deep analysis on GraphRAG, enterprise AI, and data transformation.
Why vector RAG fails on complex queries
54% of vector RAG responses contain errors on multi-hop queries. We analyze why and how GraphRAG solves the problem.
Knowledge graphs for AML: from 90% false positives to 15%
How financial institutions are using knowledge graphs to revolutionize money laundering detection.
Clinical interoperability: the case for knowledge graphs in healthcare
47 systems, zero connection. Why healthcare needs knowledge graphs more than any other industry.
Ready for your AI to actually understand your business?
We carefully select our clients. Apply for a diagnostic and discover what's holding your AI back.
Next availability: Q3 2026
Selection process. We respond within 48 business hours.