Vimeo AI
2023
SVP Product
Turning video into knowledge through multi-modal understanding; Extending its reach & value through enrichment.
My role:
Highlights:

Video Intelligence RAG
We built a novel scalable video analysis infrastructure (a multi-modal RAG that understand video structure and is ~40x cheaper than using VLMs directly). This data layer underpins many on-site features, as well as our strategy to connect Vimeo to the outside world through APIs and MCP / agentic workflows.

Ask your Video a Question
and get instant answers with links to relevant moments (built on our Video Intelligence RAG).

AI Translation
World class transcription, translation and audio dubbing built right into Vimeo.

Monetize AI
We designed an AI Credit system to abstract the complexity of AI monetization, and in turn created a new incremental revenue stream.
Get in touch to learn more
Vimeo AI
2023
SVP Product
Turning video into knowledge through multi-modal understanding; Extending its reach & value through enrichment.
My role:
Highlights:

Video Intelligence RAG
We built a novel scalable video analysis infrastructure (a multi-modal RAG that understand video structure and is ~40x cheaper than using VLMs directly). This data layer underpins many on-site features, as well as our strategy to connect Vimeo to the outside world through APIs and MCP / agentic workflows.

Ask your Video a Question
and get instant answers with links to relevant moments (built on our Video Intelligence RAG).

AI Translation
World class transcription, translation and audio dubbing built right into Vimeo.

Monetize AI
We designed an AI Credit system to abstract the complexity of AI monetization, and in turn created a new incremental revenue stream.
Get in touch to learn more
Vimeo AI
2023
SVP Product
Turning video into knowledge through multi-modal understanding; Extending its reach & value through enrichment.
My role:
Highlights:

Video Intelligence RAG
We built a novel scalable video analysis infrastructure (a multi-modal RAG that understand video structure and is ~40x cheaper than using VLMs directly). This data layer underpins many on-site features, as well as our strategy to connect Vimeo to the outside world through APIs and MCP / agentic workflows.

Ask your Video a Question
and get instant answers with links to relevant moments (built on our Video Intelligence RAG).

AI Translation
World class transcription, translation and audio dubbing built right into Vimeo.

Monetize AI
We designed an AI Credit system to abstract the complexity of AI monetization, and in turn created a new incremental revenue stream.
Get in touch to learn more