AI Adoption Roadmap for a Doctor-Owned Dental Partnership Network
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Problem
No agreed AI starting point
A 28-practice doctor-owned dental partnership in the Mountain West wanted clinic-wide AI but had no agreed starting point. Individual practices were trialling tools ad hoc, vendors pitched overlapping radiograph-analysis and scheduling products, and patient data sat in three separate practice-management systems. Partners disagreed on priorities, and two early pilots had already stalled without measurable outcomes.
Solution
Phased eight-quarter adoption roadmap
We ran a structured AI readiness assessment across all 28 practices, auditing data quality, workflows and vendor contracts, then facilitated scoring workshops that ranked more than 40 candidate use cases by impact and effort. The result was a phased eight-quarter adoption roadmap with governance guardrails, owner assignments and budgets, anchored by two pilot programmes we helped launch.
Measurable Impact
What changed after launch
More than 40 candidate AI use cases assessed and narrowed to 6 roadmap initiatives
24 of 28 practice owners voted to approve the roadmap at its first presentation
First two pilots launched within 4 months of roadmap sign-off
Overlapping subscriptions consolidated, cutting duplicate tooling spend by 18%
Tech & Tools Used
What powered the build
Ready to Build your Dental Healthcare Business with AI Adoption Roadmap
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