October 1, 2026
Paulina Abramowicz
Before you approve the AI investment, can you defend the decision?
The vendor demo looks convincing. The team wants to move. The budget is heading for approval.
But three questions deserve an answer before you commit:
What business value will this investment create, and how will we measure it?
Will the expected gains justify the full cost of implementation and adoption, compared with other ways to achieve the same outcome?
What could prevent that value from materializing, and have we tested those assumptions before committing?
If those answers are unclear, you could be committing money and months of work to a solution your organization isn’t ready to turn into value.
That’s where Paulina Abramowicz comes in.
Paulina is the founder of Frame Decisions, with a consulting background spanning strategy, analytics and operations. She also serves on the Analytics Certification Board overseeing INFORMS’ Certified Analytics Professional program. She helps leaders examine the decision while there is still time to change it. Her platform connects business objectives with analytics and technology requirements, exposes assumptions and readiness gaps, and compares realistic alternatives before a preferred solution becomes an expensive commitment.
Bring her one high-stakes AI or analytics decision. Through a 90-day framing pilot with founder-led support, you work toward a leadership-ready Business Case Brief: the recommended path, why it makes sense, what could prevent it from delivering value, and what needs to happen next.
That could mean buying, building, testing a smaller pilot, fixing the foundations or deferring the investment. The purpose is to give leadership a clear basis for deciding where the money should go.
Have an investment approaching approval, vendor selection or scale-up?
Reply-all with the decision you’re facing and Paulina will contact you.
Explore Frame Decisions. The attached readiness scorecard offers ten questions to bring to your next investment discussion.
Paulina Abramowicz
Founder & Principal
Frame Decisions by Virtual Strategy Tech
Product website: www.framedecisions.com
Main website: www.virtualstrategytech.com
Blog: Competence Frame
See Paulina in the Member Index (member password required)

