Liam O’Connor

Skeptical, then convinced

I went in skeptical — most tools in this space overpromise. It actually delivers on model switching without code rewrites, and built for low-latency, high-throughput use caught me off guard. still, I'd recommend giving it a real trial.

Solid for our team

We rolled this out across the team last quarter and agentic approach reduces manual oversight. Automated reply generation fits neatly into how we already work, and online review monitoring and response removed a step we used to do by hand. Effectiveness depends on integration depth, which is the main caveat, but it has held up under daily use.

Does the job

Pretty happy overall. Voice and chat-based queries just works and included with Zoho subscriptions at no extra cost. Value is limited outside the Zoho ecosystem can be annoying, but no dealbreakers — I'd recommend it to a friend without hesitating.

Does the job

Pretty happy overall. Iterative prompt refinement just works and workflow-oriented rather than single-prompt generation. but no dealbreakers — I'd recommend it to a friend without hesitating.

Does the job

Pretty happy overall. Browser-based interface just works and quick results from a single photo. but no dealbreakers — I'd recommend it to a friend without hesitating.