The situation
Enterprise AI proposals depend on more than a convincing use case. Prior-role assessment work examined how proposed capabilities fit the organization's systems and readiness.
The architecture contribution
Dimitar's experience includes evaluating AI opportunities, data and integration dependencies, architecture options and readiness considerations with business and technology stakeholders.
Why this experience matters
That background supports the current company's focused architecture decisions.
The architecture lesson
Turn a broad AI ambition into a decision that can be tested against system evidence and operating constraints.
Prior-employment experience, separately attributed from Sparkling engagements. The current service scope is agreed for each decision.