1 / 6
david arnoux
heyarnoux@gmail.com copy
The AI Brain
One playbook is cool.
But it doesn't compound.
What if every AI action your team takes made the next one smarter?
Click anywhere or press →
The AI Brain (Architecture)
One intelligence layer connecting everything. Every action compounds.
The Transformation
Playbooks vs AI Brain
Implementation
Three tracks.
Running in parallel.
Track 01
Pilots → Production
Start small, prove fast, then automate. Every pilot graduates into a production AI agent.
  • Pilot: prove value in 2-4 weeks
  • Validate with real data and users
  • Graduate to autonomous AI agent
  • Scale across teams and use cases
Track 02
People
Skills and culture. The tech is the easy part. Getting teams to actually use it is the real work.
  • Champion network across teams
  • Hands-on enablement (not slides)
  • Center of excellence
  • Ongoing, never stops
Track 03
Platform
The connective tissue. One knowledge layer, shared intelligence, governance baked in.
  • Central AI brain architecture
  • Data connections across tools
  • Guardrails and compliance
  • Compounds over time
How I Work
Two ways in.
Pick what fits.
Both get you to the same place: an AI brain that compounds. The question is how much you want to build yourself.
Option A
Fractional AI Strategist
I embed with your leadership team. We design the architecture, prioritize use cases, and I guide implementation. Your team builds, I steer.
  • Architecture design + roadmap
  • Use case prioritization
  • Weekly strategic alignment
  • Team enablement and coaching
  • Vendor and tool selection
  • You keep full ownership
Option B
Full Implementation
My team builds the brain for you. Strategy, architecture, agents, workflows, integrations. We hand you a working system and train your team to run it.
  • Everything in Fractional, plus:
  • Hands-on build of AI agents
  • Tool integration and automation
  • Custom workflows per team
  • Testing, QA, and iteration
  • Team handoff and training
Both start with a diagnostic sprint: 2-3 weeks to map your stack, find quick wins, and build the roadmap.