
AI Consulting
Make AI work for your product team
I help companies adopt Claude Code, Codex, and AI-native workflows. Transitioning product management and development teams without sacrificing UX quality or design system coherence.
Is this you?
AI matters, but where to start?
Your team knows AI will change how software gets built, but nobody has a clear plan for what to adopt, where to begin, or how to measure progress.
Claude Code or Codex, but how?
You want to leverage agentic coding tools but need guidance on setup, workflows, prompt engineering, and integrating them into your existing CI/CD pipeline.
PMs and devs need new workflows
Your product managers and developers need to transition from traditional ways of working to AI-native product development, and nobody has done it before in your org.
UX quality must not suffer
You are worried that the rush to adopt AI tools will erode your design system, degrade user experience, and create inconsistency across your product.
What I offer
AI-Native Product Development
Adopt agentic coding tools and reshape how your engineering team builds software.
- Claude Code & Codex adoption strategy and hands-on setup
- Agentic coding workflows for individual developers and teams
- Prompt engineering and context management for better AI output
- Integration with existing CI/CD, code review, and quality gates
AI-Native Product Management
Redefine the product management role for the age of AI-assisted building.
- AI-assisted specification, prioritization, and planning
- Redefining PM workflows: from writing tickets to steering agents
- Product strategy when building speed increases 10x
- Measuring and communicating AI-driven productivity gains
UX & Design System Preservation
Maintain design quality and consistency while your team adopts AI-powered tools.
- Quality gates for AI-generated UI code
- Integrating design tokens and component libraries into AI workflows
- Ensuring accessibility and brand consistency with agentic output
- Review processes that catch drift before it ships
Questions? Let's talk.
How we work together
Discovery
We assess your current workflows, tech stack, and team dynamics. I identify where AI can create the most leverage and where the risks are.
Implementation
Hands-on workshops, tool setup, and workflow redesign. I work alongside your team: pair building sessions, not just slide decks.
Enablement
Team training, documentation, and ongoing sparring. Your team becomes self-sufficient. I measure impact and help you communicate results.
Why me
I have 20 years of experience across design, UX, and product leadership. I founded an AI SaaS company (Reputami), led product and UX at Trusted Shops, and currently serve as Head of Product at Ordio. I built famili.one, a family organization app, entirely as a solo builder with zero external development, using Claude Code and AI agents end to end. I am not just advising. I am shipping real products with these tools every day.
Frequently asked questions
What is AI-native product development?+
What tools do you specialize in?+
How long does a typical engagement take?+
Do you work with teams that have no AI experience?+
How do you ensure UX quality is not sacrificed?+
What does it cost?+
Get in touch
Ready to make AI work for your team?
Whether you are just getting started with AI tools or want to accelerate an existing adoption, let us talk. I offer a free 30-minute discovery call to understand your situation and see if there is a fit.
Prefer formal contact details? See the imprint and contact information.