AI Adoption · AI Enablement · AI Architecture

Ship AI safely. Diagnose readiness with research, not guesswork.

Most AI projects fail because of organizational gaps, not technology gaps. We help leaders ship production AI — with a published framework, hands-on technical depth, and the practitioner experience to know what actually breaks.

Take the 4-Min Self-Check Book a Discovery Call

Three practice areas. One framework.

Every engagement runs on the published Orchestration Maturity Framework. Whether you start with adoption strategy, capability enablement, or technical architecture, we’re measuring the same five pillars and stages.

Practice 1

AI Adoption

Where you are on the readiness progression and what to do next. Diagnostic, strategy session, and 90-day roadmap. Reframes AI investment as capability development, not technology procurement.

Practice 2

AI Enablement

The training, processes, and operational uplift that turn AI awareness into AI capability. Half-day workshops, leadership upskilling, and embedded support for teams shipping production AI.

Practice 3

AI Architecture

Senior AI Architect work: model selection (Pick Your Model), secure RAG, LLMOps observability, agentic patterns. The technical layer that prevents the 80% failure rate.

See all engagement options →

Free · 4 minutes · Stage placement on the spot

Take the Orchestration Maturity Self-Check

A short version of the same diagnostic we use with paying clients. Submit your details and you’ll go straight to the audit — takes about 4 minutes, you’ll get a stage placement (Siloed / Integrated / Orchestrated) and a one-page read of where to focus next.

  • Four-minute completion, ten questions
  • Personalized stage placement and binding constraint
  • One concrete next move based on your answers
  • No spam, no sales sequence — you control next steps

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Already took it? Check your inbox (and spam folder) — your stage placement was emailed when you submitted. Fill out above to get a fresh assessment.

Built on published research.

The framework powering every engagement is peer-reviewed and citable. Read the paper, or use it to make your own case for AI capability investment.

The $252 Billion Paradox: capital expansion vs. organizational resistance
Working Paper · SSRN 2026

Why AI Readiness Is an Organizational Learning Problem, Not a Technology Purchase

Global corporate AI investment hit $252.3B in 2024, yet only 6% of firms see significant earnings impact and 80%+ of AI projects fail. This paper introduces the Orchestration Maturity Framework drawing on systematic synthesis of 21 foundational sources and surveys of nearly 10,000 organizational leaders.

Read the framework breakdown →