A scored list of AI use cases, a feasibility and data-readiness assessment, a target AI architecture, and a prioritized implementation roadmap with cost estimates. You also get a build-vs-buy recommendation and a follow-up session.
I help teams identify valuable AI opportunities, evaluate feasibility and turn ideas into practical implementation plans.
(Audience)
You know AI belongs in your product, but you need a clear-eyed read on which use cases are worth building, what they cost, and how they fit your current architecture.
Manual processes are slowing the team down. You want to know exactly where AI and automation can remove bottlenecks without breaking what already works.
You're deciding whether AI is a real differentiator or a distraction. You need an honest feasibility check before you commit budget and roadmap to it.
You have data, teams, and pressure to ship AI features. You need a prioritized roadmap and a target architecture that survives contact with legal, security, and legacy systems.
A focused 60-minute call to understand your goals, constraints, data, and where AI could create real value. You leave with a clear scope and no obligation.
I map your workflows and data to surface concrete AI opportunities, then score each one against ROI, feasibility, and effort so you know what to build first.
For the top candidates I assess technical feasibility, data readiness, and risk, then design a target AI architecture that fits your existing stack.
You receive a prioritized implementation roadmap with milestones, cost estimates, and a build-vs-buy recommendation - ready for your team or mine to execute.
After delivery I stay available for a follow-up session to answer questions and help your team start executing the roadmap with confidence.
Know which AI use cases are worth pursuing before committing engineering budget, so you avoid expensive dead ends.
Every opportunity is scored on value and feasibility, so your roadmap starts with the highest-impact, lowest-risk wins.
A target AI architecture designed to fit your current stack and grow with you - no throwaway prototypes.
I don't resell licenses. Recommendations are based on what fits your problem, not on partner commissions.
Your team walks away understanding the why behind each decision, ready to own and extend the solution.
Identify and score 10+ AI use cases against an ROI and feasibility matrix
Audit data readiness and flag gaps blocking AI adoption
Design a target AI architecture diagram fitting your existing stack
Deliver a build-vs-buy analysis for each priority use case
Produce a phased 6-12 month implementation roadmap with milestones
Estimate infrastructure and model costs for top initiatives
Run a stakeholder workshop to align business and engineering on priorities
Testimonials
Bartosz cut through the AI hype and gave us a roadmap we could actually act on. Within a month we shipped the first use case he prioritized - and it paid for the engagement.
The feasibility assessment saved us from a six-figure mistake. He was honest about what wouldn't work and precise about what would.
FAQ
A scored list of AI use cases, a feasibility and data-readiness assessment, a target AI architecture, and a prioritized implementation roadmap with cost estimates. You also get a build-vs-buy recommendation and a follow-up session.
(Contact)
Schedule a call to explore what AI can do for your business. No sales pitch - just a direct conversation about your challenges and opportunities.