AI consulting approach
From uncertain AI interest to a realistic implementation roadmap.
The audit recommends deeper AI consulting copy around readiness,
use cases, risk, data, governance, ROI, and deliverables. This is
the structure Vonneum uses before recommending a build.
Step
What Vonneum does
Deliverable
Discovery
Understand goals, workflows, teams, data sources, and bottlenecks.
AI opportunity map
Prioritization
Rank ideas by value, feasibility, cost, risk, and user adoption.
Prioritized AI use-case list
Readiness
Assess data availability, privacy needs, integrations, and process gaps.
Readiness score and gap list
Roadmap
Define MVP scope, success metrics, timeline, and technical direction.
AI implementation roadmap
Build path
Move from roadmap to prototype, MVP, or production solution.
Prototype or production plan