Turn AI from individual experimentation into team-wide capability
AI tools are already in the hands of your developers. The real challenge is using them in a consistent, secure, and effective way across the team.
Many development teams have started using AI tools like Copilot or ChatGPT. Some developers get great results, others struggle, and over time this creates inconsistency, technical debt, and uncertainty around quality and security.
The Esatto AI Workshop is designed to bring structure to this. It is a hands-on, practitioner-led format where we work directly with your team, your code, and your tools. Instead of theory or slides, the focus is on real examples, live coding, and practical ways of working that can be applied immediately.
We introduce a structured approach to AI-driven development, where prompts, tests, and architecture work together rather than separately. This helps teams move faster while maintaining quality and control.
The workshop can be delivered as a focused session or combined with additional materials and ongoing support. The goal is simple: help your team use AI in a way that is reliable, scalable, and aligned with how you build software today.
From ad-hoc to structured ways of working
AI tools are easy to start using, but much harder to use well as a team. This workshop is designed for organisations that want to move from individual experimentation to consistent, team-wide practices. Common issues organisations who need this type of workshop experience are:
“Everyone is using AI differently”
Some developers rely heavily on AI, others avoid it, and there is no shared way of working.
“We get mixed results from AI tools”
Output quality varies, and it is difficult to know what to trust or how to improve.
“We are concerned about security and control”
There is uncertainty around how data is handled and how AI should be used safely.
“We want to speed up development without losing quality”
Faster coding is not enough if it introduces new problems or technical debt.
“We need a more structured approach”
The team wants clear guidelines, shared practices, and a better way to collaborate using AI.
Our process
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Understanding your current setup
We start by looking at how your team is currently using AI tools, identifying strengths, gaps, and key challenges.
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Hands-on sessions with your team
Through interactive sessions, we work directly in your environment, showing how AI can be used in a structured way for coding, testing, and documentation.
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Introducing practical ways of working
We establish shared practices for how your team uses AI, including how to write prompts, structure projects, and ensure quality.
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Delivering tools and templates
You receive tailored materials such as prompt libraries, configuration templates, and a developer playbook that your team can use immediately.
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Supporting continued progress
We help you plan how to maintain and evolve your AI practices over time, ensuring that improvements stick.
Practical tools your team can start using right away
The workshop is not just about learning. It equips your team with concrete tools, templates, and ways of working that can be applied immediately in your daily development.
Prompt library tailored to your stack
A curated set of prompts adapted to your technologies and use cases, helping your team get consistent and reliable results from AI tools.
Developer playbook
A clear guide for how to work with AI in your development process, covering coding, testing, documentation, and collaboration.
Best practices for AI-driven development
A structured approach to using AI without losing control, quality, or security, based on real project experience.
Project configuration templates
Ready-to-use templates that help your team set up the right context for AI tools, improving output and reducing friction.
Shared ways of working
A common foundation for how your team uses AI, making collaboration easier and reducing inconsistencies.
Why Esatto?
We are practitioners, not trainers
We work in your reality
We focus on structure and quality
We create lasting change
Want to know more?
Björn Sundqvist
Business Developer