AI Without Foundations Is a Recipe for Frustration
- Mark Kaple
- Oct 26
- 1 min read

Buying an AI tool before your systems are ready is like buying a Tesla with no charging station.It looks exciting — until it doesn’t go anywhere.
🧱 What “Foundations” Really Mean
A strong digital foundation protects your data and your sanity.Focus on five pillars:
EHR Readiness : CEHRT-certified (e.g., Raintree or WebPT).
HIPAA Compliance : Signed BAAs before sharing PHI.
Data Quality : Structured notes, clean naming conventions.
Process Documentation : If it’s not written, it’s not ready to automate.
Team Readiness : No AI succeeds without human buy-in.
🧠 Why This Matters
Without these, every tool adds friction.Staff stop trusting it, errors creep in, compliance risk spikes.AI should amplify your discipline, not expose its gaps.
🕓 A 12-Month Foundation Roadmap
Quarter 1: Audit EHR + security settingsQuarter 2: Create condition-based note templatesQuarter 3: Add one low-risk AI use case (admin only)Quarter 4: Review ROI + plan scaling
💡 Pro Tip
Before adding any AI tool, write your workflow on paper. If the process looks messy there, it’ll fail under AI.
🧭 Takeaway
AI is not a shortcut around discipline. It rewards discipline.Lay the foundation now, and every automation later becomes plug-and-play magic.
Helpful Resources
Free Online AI Readiness Assessment - Discover your AI maturity level in 3 minutes and get a personalized roadmap showing you exactly what to do next—no fluff, no judgment, just honest guidance for where you actually are.
