Liam O’Connor

Years in this space

I've evaluated a lot of these over the years. What stands out here is aI-generated thumbnail concepts — handled better than most — and useful for high-volume creators. Worth the time if this is your use case.

Solid for our team

We rolled this out across the team last quarter and it saves real time. The core workflow fits neatly into how we already work, and the API removed a step we used to do by hand. but it has held up under daily use.

Does the job

Pretty happy overall. PDF upload and in-browser reading just works and handles equations, tables, and figures. but no dealbreakers — I'd recommend it to a friend without hesitating.

Years in this space

I've evaluated a lot of these over the years. What stands out here is workflow automation — handled better than most — and reduces operational costs through automation. Worth the time if this is your use case.