CareBot Agent

Triages patient messages (demo only).

Demo onlyDeferred (demo)LangGraph

Book a demo of this agent Run it in the console

Demonstration only. This agent runs on synthetic or public sample data and is not offered for real patient data.

Found120

Fixed + verified120

Held for approval0

Recalln/a

One offline run on demo data with planted problems (recorded platform test, November 2026).

How CareBot heals data, step by step

INData inSynthetic messages.

01Detect120 problems found

02Diagnose3 problem types named

03Plan120 safe to fix · 0 need a person

04Fix + verify120 fixed and re-checked

05ReportPlain-English report and Control Tower record

Client problem: Admin questions go unanswered; urgent ones are missed.
What it does: Classifies messages: admin, clinical, emergency.
How it heals: Answers admin ones, escalates emergencies immediately.
Human gate: Clinical questions always go to staff.

Typical buyer: Clinics (deferred)
Built with: LangGraph self-healing loop
Demo data: Synthetic messages.
Tables: patient_messages ← synthetic
Target outcome: Demo only.
Path to production: Deferred.

Issues detected on the demo data

Issue	Risk	Proposed fix	Count
admin_unanswered Unanswered admin question: 'Where do I collect my lab report?'	low	Answer from clinic FAQ	62
emergency_message Possible emergency: 'I feel dizzy and fainted this morning'	low	Send emergency guidance and page on-call doctor	34
clinical_question Clinical question: 'My child has had a mild fever since yesterday'	medium	Acknowledge and route to nurse queue (no advice)	24

How we demo it

Run CareBot on synthetic messages.

Built on AWS

Runs in the platform container on EC2 Graviton (or on demand in Lambda), writes healed tables to the S3 lakehouse, uses Amazon Bedrock only to write explanations, and reports six metrics to CloudWatch.

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