AI Connect Lab is led by Jaroslaw Mrugala and focused on practical work around forecasting, scoring, and decision support for operations-heavy businesses.
The positioning is intentionally conservative: define the planning problem clearly, assess the data honestly, and recommend a next step that the client can defend.
Jaroslaw brings more than 15 years of enterprise IT delivery experience across complex environments. That includes cross-functional work spanning stakeholders, requirements, risk, budget, delivery coordination, and hands-on problem solving.
He combines coding ability with a computer science and mathematics background, which supports a practical approach to applied AI and data analysis rather than generic consultancy language.
PMP, PSM I, and IPMA. The emphasis is disciplined delivery and realistic scope, especially when a business is testing a new capability.
The work starts from the operational decision that needs improvement. That keeps the engagement grounded in business reality instead of drifting into abstract AI messaging.
"The job is to reduce uncertainty around a specific business decision — not to manufacture excitement around AI."
That is why the launch offer starts with a forecasting audit and keeps rollout decisions conditional on evidence.