Health · AI agent
GP placement agent, live in a week
"It's given us a clear, low-risk view of what's possible."
Cvetan, Founder, MedHub
- The problem
- A health business that places GPs wanted AI to take on part of the placement work, without anything reaching an agency unchecked.
- What we did
- Built an AI agent on AWS in a week. Every decision the system makes is logged, and one of the client's own people reviews before anything goes out.
- The result
- A system the team can audit, and a clear, low-risk view of what AI can do for the business.
- Built with
- Amazon Bedrock AgentCore (agent hosting, AgentCore Gateway for the agent's tools, AgentCore Observability), Anthropic Claude Haiku 4.5 on Amazon Bedrock with Australian inference, AWS Lambda, Amazon DynamoDB (rosters, agreements and the audit log), Amazon SES, Amazon S3 and Amazon CloudWatch.
- Related
- AI in production