Jei Wing
Lead AI Engineer at Fetch
Jing Wei is Lead AI Engineer at Fetch, an Airtree-backed insurtech applying AI to speed up pet insurance claims. The work centres on extracting information from handwritten vet notes, PDFs and other unstructured medical records to cut down manual claims handling. Day to day, Wei works as a full-stack developer while also building LLM-based automation tools for the claims pipeline. On In The Blink Of AI with Georgie Healy, Wei discussed how AI is being used to tackle messy medical paperwork and speed up outcomes for pet owners.
Key moments
Jump straight to the part of Revolutionising Pet Healthcare with AI ft. Jing Wei from Fetch you want.
- 0:00 How AI is transforming pet healthcare
- 1:11 What is Fetch and how does AI improve pet insurance?
- 6:00 The rise of AI-powered robotic pets like Boo Boo
- 13:29 AI-powered pet monitoring: Useful or dystopian?
- 16:11 Can AI detect pet emotions and health issues?
- 30:23 The biggest challenge in AI: Handling unstructured vet records
- 34:57 Why PDFs are AI’s worst nightmare in pet insurance
- 38:42 The real cost of AI: Jing’s accidental $1,000 cloud bill
- 39:35 Fetch’s expansion plans: Taking AI-powered pet insurance global
- 46:04 Why pet owners should brush their pet’s teeth to avoid massive vet bills
Connections
Spot something wrong? Suggest a correction Updated 25 September 2026
Want a show of your own?
W2D1 Media — the team behind the Day One Network, which helped build Blackbird Ventures' Wild Hearts — builds and produces podcasts for funds, founders and operators. If you want a show built around your brand, let's talk.

