AI in ClinyPal: Overview

How ClinyPal uses AI

ClinyPal uses AI, built on Cloudflare's AI infrastructure, in a handful of specific places across the product. In every case, the job of the AI is the same: take data ClinyPal has already computed for real, and make it easier to read at a glance, or help you draft a routine message faster. AI is never used to invent numbers, and it's never used to replace clinical judgment.

This article is the starting point for the AI Features category. It explains the design philosophy shared by every AI feature in ClinyPal once, so the other articles in this category can reference it briefly instead of re-explaining it each time.

What you'll learn

The six places AI shows up in ClinyPal, with a link to the full article for each
What "optional enrichment" means and why it matters
What "fails silently" means in practice
Why there's no on/off switch for AI features in your settings
Where to go if an AI feature isn't showing up for your clinic

A collage-style overview showing the sparkle icon used to mark AI-assisted content, as it appears in the Dashboard AI summary, a report's Explain this number popover, and a Generate with AI button.

The six AI features

These are every place AI currently appears in ClinyPal. Each has its own article with full detail.

AI Assistant in Support Chat — answers your questions by searching ClinyPal's own help content, right from the Support widget.
Dashboard AI Summary — one or two plain-language sentences above your Clinic Health Index, summarizing how the clinic is doing.
"Explain This Number" on Reports — a one-sentence, plain-language explanation behind any KPI tile on any report.
AI Suggested Filters & Observations on Reports — tappable filter chips and short observation notes that appear after a report loads.
"Generate with AI" for Messages — drafts SMS templates, broadcast content, and invoice notice emails for you to review and send.
AI Visit Summary in Telehealth — turns a call's transcript into a structured clinical summary for the doctor to review before saving.

AI Assistant in Support Chat

How the AI Assistant tab in the Support widget answers your questions, and when it hands off to a human.

Dashboard AI Summary

How the AI summary masthead on your Dashboard is generated, and what shows up if it isn't available.

"Explain This Number" on Reports

How the Explain this number popover works on every report's KPI tiles.

How the Refine row's suggested chips and observation notes are built so they can't show a hallucinated figure.

"Generate with AI" for Messages

Where the Generate with AI button is available across SMS templates, Broadcasts, and Invoice Settings — and where it isn't.

AI Visit Summary in Telehealth

How the AI-generated Session Summary works after a telehealth call, and why the doctor's edit-then-save step matters.

The design philosophy: optional enrichment, fails soft

Every AI feature in ClinyPal is built on the same two principles.

AI is optional enrichment, not a data source

AI never generates the underlying data you rely on. It's layered on top of numbers, records, or transcripts that ClinyPal has already computed or captured through its normal, non-AI processes. AI's job is to summarize, explain, phrase, or draft — never to produce a figure of its own. Where a feature involves anything number-like (the Dashboard summary, report explanations, report observations), the AI is either kept away from raw numbers entirely or its output is checked before it's ever shown to you.

AI fails soft

If an AI call fails, times out, or isn't configured, the surrounding feature keeps working. You'll either see a quiet fallback (a canned sentence, a "couldn't load" message) or the AI-only element simply won't appear — but the core feature it's attached to, whether that's your Dashboard, a report, a message editor, or a telehealth call, is never blocked or broken by an AI failure.

Fail-soft by design Across ClinyPal, no AI feature is required for the feature it enhances to work. If AI is slow, unavailable, or misconfigured, you'll notice a missing summary or a quiet fallback message — not a broken page.

There's no customer-facing AI toggle

ClinyPal doesn't currently have a settings page where you can turn AI features on or off. Whether a given AI feature is active for your clinic is controlled by server-side configuration, not by anything in your account settings.

If an AI feature isn't showing up If a feature described in this category isn't appearing for your clinic, it isn't something you can enable yourself from within ClinyPal. Contact support and they can help confirm whether it's expected to be available for your account.