AI Workbench · Level 14 of 15
Check the AI's work: healthcare
Level 14 of 15 in the AI Workbench: a free AI exercise at Advanced level, which takes about 30 minutes. Build a no-show model that favours recall within the calling capacity, and spot the line in an AI note that crosses into diagnosis.
Free · no download · about 30 minutes. Your work is saved on this device. Updated 18 Oct 2026.
The brief
- Client
- Pennine Community Clinic (fictional, hosted by OFORO)
- Site
- OFORO health-data desk
- Work order
- OFR-WO-114
- Data set
- Clinic appointments (synthetic)
- Task code
- AIW-14
- Difficulty
- Advanced
- Type of work
- Review
Build a no-show model that favours recall within the calling capacity, and spot the line in an AI note that crosses into diagnosis.
Skills you practise
- Recall focus
- Calling capacity
- Safe scope for AI
- Reviewing AI output
What the test checks
The acceptance test marks the skills this level practises.
- Recall focus
- Calling capacity
- Safe scope for AI
- Reviewing AI output
In this lab
- Train models in your browser
- Vision inspection, prompts, RAG and safe agents
- Check the AI's work before you trust it
Levels in the AI Workbench
Previous: Check the AI's work: marketingNext: Check the AI's work: project management
- Data health check
- Train and evaluate without leakage
- Choose the metric and the threshold
- Overfitting: tune the tree
- Vision inspection on the conveyor
- Prompt to spec
- Answers with sources
- A safe agent
- Fairness check
- Privacy first
- Check the AI's work: finance
- Check the AI's work: HR
- Check the AI's work: marketing
- Check the AI's work: healthcare
- Check the AI's work: project management
Part of the AI Workbench
Prepare data, train a model and check the AI's work against a brief.
Feeds these internships: AI and Machine Learning, Data Science and Analytics, Generative AI and Prompt Engineering, AI Agents and Automation, Computer Vision, AI for Finance and Accounting, AI for HR and Recruitment, AI for Digital Marketing and Content, AI in Healthcare and Pharma, AI for Project Management.