Services & Engagements
Three stages — from diagnostic assessment to multi-phase transformation. For German mid-market and PE portfolios adopting agentic engineering with EU AI Act compliance built in.
AI Readiness Assessment
Two weeks to clarity on where you stand, what the EU AI Act exposures are, and what to do next. Paid diagnostic instead of pitch deck.
Scope:
- 90-min interview with leadership + tech lead
- 60-min walkthrough of current dev and AI processes
- EU AI Act risk mapping
- 90-min debrief with tier recommendation
- Fee creditable to Tier-2/3 within 90 days
What you get:
- Diagnostic report (10-15 pages)
- Prioritized action list
- EU AI Act exposure assessment
- Concrete next steps
- Roadmap sketch for follow-on engagement
Fit for:
Mid-market CEOs and PE operations partners who need clarity in two weeks — without committing to a multi-month engagement.
AI Use-Case Design Sprint
From "we should do something with AI" to a validated use case with a working prototype and roll-out plan. Hybrid format with kick-off and closeout on-site.
Scope:
- Use-case discovery workshop (half day, on-site)
- 2-3 prioritized use cases scoped
- Working prototype (built on Claude Code)
- Roll-out plan including tooling, guardrails, EU AI Act mapping
- Closeout presentation for leadership (half day, on-site)
What you get:
- Validated use case with business case
- Working prototype
- Roll-out plan + governance framework
- Closeout presentation
- Tier-3 roadmap if applicable
Fit for:
Teams that want to prove one concrete use case before rolling out org-wide. The bridge between diagnostic and transformation.
Agentic Engineering Transformation
From a "we sometimes use ChatGPT" organization to an agentic-engineering-capable company with its own process, guardrails, and velocity. Custom scope, multi-phase, Discovery Call required.
Scope:
- Org-wide assessment (Phase 0)
- New dev process: spec → phases → plan → implement (Phase 1)
- Team enablement, org-flat not per head (Phase 2)
- Production pilot with real workflows (Phase 3)
- Optional: embedded advisory retainer (Phase 4)
What you get:
- Newly defined agentic-engineering process
- Team-specific tooling and governance standards
- 1-2 production pilots live
- Trained cohort of PMs, designers, devs
- Optional: ongoing advisory engagement
Fit for:
Mid-market CEOs and PE managing partners who want org-wide transformation — not just training. No self-service, Discovery Call required.
Vertical Specialty
AI Margin Defense Workshop
If you want to transform the business model itself rather than the development process — because AI is shifting margins. 2-4 day on-site workshop for decision-makers. From € 25,000.
More about the workshop →Why this stack?
Fixed scope, fixed price
Tier-1 and Tier-2 are fixed-price engagements with clear deliverables. You know up front what it costs, what you get, and when. No hourly marathon, no scope drift.
Forward Deployed, not slide deck
Anthropic Community Ambassador Munich. Publishes weekly methodology (spec → phases → plan → implement) on drfloriansteiner.com. Builds agentic-engineering workflows in his own products daily — not a generalist selling AI on slides.
EU AI Act built in
Compliance risk is considered from day one — not bolted on at the end. For DACH mid-market and PE portfolios with real regulatory expectations rather than theoretical slides.
Consulting, Development & Speaking
Beyond the specialized AI packages, I offer classic product consulting, fullstack development with Claude Code, and keynotes/talks.