Everyone talks about AI. Few know where it actually helps in their daily work. Even fewer know where it doesn't. I help you tell the difference — identify real use cases, test them, and make your teams autonomous.
Half of marketing reports are still assembled by hand. Data teams spend hours on repetitive tasks. ETL tools are arriving, but AI remains a fuzzy topic — everyone knows it exists, nobody knows where to start.
The problem isn't technology. It's the lack of vision on concrete use cases.
I sit down with your teams. Together we identify tasks worth automating — and those where a simple script is enough. We build a POC on a priority case. Measurable results, not slides.
AI is useless if it stays in a notebook. I integrate it into your real tools — Looker Studio, BigQuery, Google Sheets, custom pipelines. With Claude and Gemini, not with promises.
The goal: the system runs without me. Your teams understand what AI does, what it doesn't, and how to use it daily. No top-down training — hands-on accompaniment with your real cases.
Map your workflows. What deserves AI, what deserves a script, what deserves neither.
Prototype on a priority case. Measure before you invest.
Integration into your tools, documentation, production rollout.
Knowledge transfer. The system runs without me.
You get a performance Excel every week. Today it takes 2–3 hours to produce the commented PPT. With Claude or Gemini: insight extraction, comment generation, presentation ready to send.
Your analysts write SQL for every question. With Gemini built into BigQuery, they ask in plain language and get the answer. Less technical dependency, more speed.
Dashboards exist but nobody watches them continuously. A smart alert system detects anomalies, explains why, and sends an email with the recommended action.
Need an internal tool, a prototype, a pipeline? With vibe coding, we build in days what used to take weeks. AI generates the code, I validate the architecture.
Let's discuss your situation. Together we'll see how AI can truly help you.