For the person whose name is on the AI outcome
Your AI pilot worked.That was the easy part.
Most agents don't fail at the model. They fail at the handover, the moment the system stops being a demo and starts touching money, customers, and approvals. I design agentic systems that survive that moment, and I teach the people who own the outcome how to think about them.
- 600+
- Professionals trained
- ~30% → <5%
- Agent failure in production
- 5 years
- Value Engineer, Make (Celonis)
Frank About AI · Readiness audit
Deploying agents takes a weekend.Is your team ready to run them?
Answer five quick questions. See what the AI skills gap is costing your team, and where you stand.
Based on ~4 hrs/week of avoidable manual work per person at average loaded cost.
Revealed once you've answered all five.
0/4 answered
Work / 03
Patterns and proof
Patterns beside the business result they produced. Switch lenses for outcomes or depth.
Lens
Agentic AI
The Build-With-Me Session Framework
Your team leaves with working automations, not notes. Built inside your governance so Monday isn't a liability.
600+ professionals trained across multiple regions. One workflow built in ~40 min typically saves 200+ hours/year per team.
Multi-Agent
Multi-Agent Orchestration Patterns
Cut agent failure from ~30% to under 5%. Shared state and human checkpoints where the cost of being wrong is real money.
Cut a support agent's failure rate from 30% to under 5% by routing every agent through one state layer with human-in-the-loop checkpoints on high-cost actions.