Turn AI Into Your Strategic Advantage
Practical, personalized AI adoption - escorting high-tech and traditional organizations alike from pilot to real business results.
Organizations We Empower










































What Our Participants Say
Feedback from engineers and leaders who attended our workshops.
"I applied the workshop's methodology to a minimal feature and received insights in minutes that would usually take me one or two days to reach manually. The process feels very close to the reality of the development cycle and integrates well into our existing workflows."
AI Champion
Practical Workshops
Hands-on, role-based training sessions delivered to teams in real working environments.






























See InsideOut AI in Action
Explore how we apply AI in real-world scenarios to drive innovation and efficiency.

How AI Changes the Agile Landscape
Discover how AI is transforming Agile practices in this short visual walkthrough. This short video breaks down the big shifts - from AI code assistants and vibe coding platforms to faster feedback loops, one-week sprints, and shorter delivery cycles. You'll see how product owners, developers, and AI tools work together to reveal "unknown unknowns," refine backlogs, and move seamlessly from prototypes to products.

AI Code Assistant Workflows
In this video, we walk through practical workflows for using an AI Code Assistant like Cursor or Copilot to improve day-to-day development. We'll look at how AI integrates into the main workflow - from user stories, prep, planning, execution, and code reviews - as well as how it supports other flows such as bug fixing, slicing, customer issues, cross-repo alignment, and other "dirty work" that often slows teams down.

Vibe Coding Techniques - Prompt Porting
In this video, we introduce the concept of Prompt Porting as part of the Vibe Coding workflow. You'll learn how to: Start big with an idea and turn it into an MVP; Iterate in small, manageable steps; Recover quickly from broken versions using prompt porting; Move faster toward stable, working solutions

From Figma to Product – What it Really Took
From Figma to Code with AI: How We Built a Real Screen with Cursor, Storybook, and Figma Code Connect. In this video, we show how our team turned a UX design in Figma into a working product screen using Cursor IDE, Storybook MCP, local Figma MCP, and Figma Code Connect. It wasn't one-click magic – but with the right setup, AI became a powerful teammate.

Rethinking the Traditional Guild When Building an AI Code Assistant Guild
In the past, we built guilds around domains or technologies – backend, frontend, tools, methodologies, etc. Naturally, we try to do the same when setting up AI code assistant guilds. But here's what I've observed in practice – the most effective approach isn't by tech domain, it's by use case. Choose a real organizational use case (like test writing, bug fixing, FE feature development, etc.), bring in the right mix of people from across domains, and solve it together, with AI assistants embedded in the workflow. This shift creates powerful AI guilds with fast, focused impact.

Prompt Porting: From Prototyping to Production
Discover how vibe coding and AI-assisted prototyping are transforming Agile delivery. In this video, I explain Prompt Porting – a new workflow that bridges no-code prototypes from tools like Base44 or Lovable into AI-powered IDEs like Cursor. Learn how this approach brings feedback loops before sprints even start, clarifies requirements before development, and speeds up delivery while staying aligned with user needs. Agile isn't going away – it's evolving.

The Gap Between Vibe Coding Platform and Production
This short whiteboard video illustrates a challenge many organizations face: Vibe coding (no-code) platforms make prototyping lightning-fast. But turning those prototypes into production-ready applications is another story. Watch how the gap between "works in a demo" and "ready for production" can widen - and why bridging it is more than just a technical decision.

Roadmap Planning with AI Assistance
Explore how AI-assisted tools can revolutionize roadmap planning using retrospective insights from past roadmaps. In this video, we demonstrate: How to analyze velocity trends and ensure realistic release commitments. Evaluating over-budget Epics and managing scope creep effectively. Using AI to leverage data-driven insights for Agile roadmap optimization. This approach combines human expertise with AI assistance to deliver actionable strategies for planning future roadmaps based on past performance. Perfect for project managers, product managers, Agile practitioners, and teams looking to enhance their planning with AI-powered insights.

Customized GPT for Time Management
I'll showcase our tailored GPT for time management, handling emails, Slack, and Microsoft Teams. This tool streamlines long messages, offers summaries, and action plans based on my time management methodology (see my book "Make Your Workweek Awesome").

Project Management Expert - Customized GPT
In this video, we guide you through utilizing our customized GPT for roadmap management. We demonstrate how to build the proper Jira automation to support roadmap management, plan roadmap, and track roadmap progress efficiently.

GitHub Copilot Review and Comment
Discover how GitHub Copilot's Review and Comment feature can transform your code review process! In this video, I explain how to leverage AI to align your code with your team's standards and boost productivity throughout the software development lifecycle.

Basic Guide to NotebookLM: How to Get Started Easily
Learn the basics of NotebookLM in just 4 minutes! A short guide that explains how to get started, organize notes, and use the key features to boost your productivity. Perfect for beginners!
Event Highlights
Moments from our recent speaking engagements and workshops.
Agile Prague 2025 (AI in Agile)




Project Fusion 2024 (AI in Project Management)




AI-Powered Collaboration Meetup 2025




Hear Us in the Media
We share our perspective on where AI is taking organizations — beyond the engineering team.
AI Transformation Beyond the Dev Team
We joined a podcast episode to explore how the AI revolution reshapes every discipline in the org — from product and delivery management to UX — and what it means for the managers who actually drive change.
What We Do
We help organizations unlock the full potential of AI through strategic consulting, targeted training, and practical implementation.
Strategic AI implementation tailored to your business needs and industry requirements.
Learn MoreTargeted training sessions designed for specific roles and departments in your organization.
Learn MoreCustom AI solutions and pilot programs to demonstrate value and drive adoption.
Learn MoreReady to Transform Your Business with AI?
Join hundreds of organizations that have successfully implemented AI solutions with our guidance.
Book Your Discovery Call

