not the Hype.
I help you move from “AI sounds cool” to concrete, safe and measurable implementations in your existing workflows.
AI sounds great, your workflows are not
You probably have too many tools, no clear AI strategy and a team that is not sure where to even start.
There are concerns about quality, data security and compliance, so every experiment gets stuck in “let’s wait a bit”.
At the same time, manual reporting, copy‑pasting between systems and ad‑hoc analysis eat hours every week.
You see potential in AI agents and automation, but you need someone who speaks both business and tech, not just “AI labs” language.
What we do together
- Map your workflows and spot AI opportunities
We walk through real processes (support, sales, product, back‑office) and find places where AI can save time, reduce errors or improve decisions. - Turn “we want AI” into concrete use cases
Together we define specific AI scenarios, estimate impact/effort and build a simple roadmap instead of random experiments. - Choose tools that fit your stack
I help you pick and combine off‑the‑shelf tools and/or custom AI agents that respect your current data, security and tech stack. - Set up first pilots and success metrics
We design small, low‑risk pilots with clear KPIs, so you can see value fast and decide what to scale or drop. - Prepare your team to use AI safely
We co‑create simple rules for AI usage, data protection, responsibility and hand‑offs between people and agents.
How it works
- Intro call (free, no pressure)
A short online call where you explain your context, current tools and expectations; I tell you honestly if and how I can help. - Mapping & priorities
We map key workflows, identify realistic AI opportunities and agree on priorities, scope and depth of collaboration. - Experiments & pilots
We run first pilots in your real environment, with clear success metrics, documentation and feedback loops from your team. - Next steps & handover
You get recommendations, next‑step options and simple documentation so your team can continue on its own or with my ongoing support.
Why me
- Product & discovery background
Over a decade in product management and Product Discovery, combining UX, data and strategy for digital products, not just “AI projects”. - Hands-on AI agents and automation
I design and implement AI agents and automations in real businesses, from internal workflows to customer‑facing features. - Focus on real processes and outcomes
We work on your actual data, tools and decisions; the goal is measurable improvement, not a shiny proof‑of‑concept. - Work in your tools
I am comfortable collaborating directly in Jira, Notion or Miro so your team doesn’t have to change how it works to start.
For teams and organizations
For teams, we usually mix strategic sessions with hands‑on work on your workflows. That can include AI strategy sessions, discovery workshops, process mapping, and designing AI playbooks and usage guidelines for your organization.
Scope, format and pricing are always defined individually after the first conversation, based on your goals, team size and existing tooling.
There are no fixed packages – each engagement is tailored to your context and maturity level.
Let’s talk
The easiest way to start is to drop me a short message on LinkedIn.
You don’t need a full AI strategy yet – it’s okay if you only have questions, rough ideas or a sense that “there is potential, but we’re not sure where”.
My Linkedin