Your AI doesn't understand your business.

AI consulting firm that transforms disconnected data into precise decisions — with knowledge graphs, AI agents, and business diagnostics.

Strategic diagnostic with results from $10k USD

The problem no one is telling you about

83%
error rate in LLM answers on business questions without knowledge graphs

Language models without knowledge graphs get only 16.7% accuracy on enterprise business questions.

data.world, 2023

$206B
global compliance spend

And most enterprises are still reviewing documents manually.

LexisNexis, 2023

95%
false positive rate in AML transaction monitoring

Your compliance team wastes time chasing ghosts.

PwC

3x
accuracy improvement with knowledge graphs vs vector RAG

The difference between treating data as flat text and understanding its relationships.

data.world / Microsoft Research, 2024

Most systems fail because they treat data as isolated fragments. We treat it as what it is: relationships.

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.

1The flagship service

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.

Before:Data in silos, semantic searches that fail on complex queries, generic AI responses.
After:A connected knowledge graph, multi-hop reasoning, deeply contextual and traceable answers.
2Operational intelligence

AI Agent & Automation Implementation

We design and deploy AI agents that execute complex workflows on top of your knowledge graph.

Before:Brittle automations, chatbots that lack context, critical manual processes.
After:Autonomous agents that navigate relationships, make contextual decisions, and escalate correctly.
3The prerequisite

Database Modernization for AI-Readiness

We prepare your data infrastructure so AI actually works. Without this foundation, everything else is theater.

Before:Legacy databases, unstructured data, fragile ETL pipelines.
After:Graph-ready infrastructure, connected data, robust and scalable pipelines.
4Exclusive access

Fractional Chief AI Officer

C-suite AI leadership without the full-time executive cost.

Before:AI decisions made by committee, no technical roadmap, vendors controlling the narrative.
After:Coherent AI strategy, governance implemented, measurable ROI, and a leader who answers to the board.

How we work

DiagnosticFrom $10k USD

Data audit + actionable roadmap with concrete improvement opportunities.

ImplementationScope-based

Custom graph solution build and integration.

Performance% of value

Measurable results. We charge based on value delivered.

Expertise behind every project.

Specialized domains that converge to solve problems others can't.

Complex Systems

We model organizations as adaptive systems — healthcare, finance, supply chain. We understand complexity because we come from it.

Graph Infrastructure

We design and deploy enterprise-scale knowledge graphs. The mathematical foundation that makes GraphRAG actually work.

Diagnostic Methodology

A proprietary framework at the intersection of evidence-based medicine and data science. Systematic, repeatable, measurable.

Specialist Network

We assemble the exact team each project needs — from data engineers to domain experts in your industry.

We're not a generic consultancy. We're the graph intelligence agency that transforms how enterprises understand and use their data.

Insights

Deep analysis on GraphRAG, enterprise AI, and data transformation.

GraphRAG

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.

8 min read
Compliance

Knowledge graphs for AML: from 90% false positives to 15%

How financial institutions are using knowledge graphs to revolutionize money laundering detection.

6 min read
Healthcare

Clinical interoperability: the case for knowledge graphs in healthcare

47 systems, zero connection. Why healthcare needs knowledge graphs more than any other industry.

10 min read

Free guide: Knowledge graphs vs. vector RAG

Discover why 83% of LLMs fail on enterprise queries and how knowledge graphs solve the problem. With real data and use cases.

Free PDF. No spam. Just applicable knowledge.

Ready for your data to work for you?

We carefully select our clients. Apply for a diagnostic and receive an actionable roadmap with concrete improvement opportunities.

Current capacity3 of 5 client slots active

Next availability: Q3 2026

If we don't identify at least 3 measurable improvement opportunities in your diagnostic, you don't pay.

Selection process. We respond within 48 business hours.

Apply for Diagnostic