Notes.
AI, imaging, technology
and the work around it.
Learn how to use a repository
How we turn useful AI work into shared processes that the rest of our team can use.
Websites & discoveryAI search starts with a useful website
The information a customer needs should be easy to find, understand, and verify on your own site.
Practice operationsMeasure AI by the work that gets finished
A practical way to connect AI spending, review time, and useful business output.
Practice operationsMap the work before you automate it
A practical way to turn a repeated business process into an automation the team can review and improve.
Dental imagingRead the record before repeating a dental AI claim
A practical way to evaluate what a dental imaging AI system is cleared to do and what evidence still matters.
Working with AIGive the agent a boundary it cannot negotiate away
Why access, approvals, and stop conditions belong in the system around an AI agent.
Practice operationsA useful phone agent needs a workflow behind the voice
A natural conversation matters, but the records, rules, actions, and handoffs determine whether a phone agent finishes useful work.
Working with AIMatch the AI effort to the job
Choose speed, cost, reasoning depth, and review according to the consequence of the work.
Practice operationsPractice intelligence starts with definitions
An AI assistant can only answer operational questions consistently when the records, metrics, ownership, and access rules are clear.
Working with AIDesign the check before delegating the work
Define the evidence, review, and stop conditions before an agent takes on more responsibility.
Dental imagingTreat every image an AI reads as untrusted input
A dental radiograph can carry clinical information and instructions for a vision-language model. Test both before the system reaches a real workflow.
Media & evidenceA watermark is evidence, not a verdict
AI-media provenance can strengthen a business review record. It cannot replace source records, consent, factual review, or approval.