Linda Petersen

Solid for our team

We rolled this out across the team last quarter and no installation or account needed for basic use. Online access with no software install fits neatly into how we already work, and online access with no software install removed a step we used to do by hand. Requires uploading files to the cloud, which is the main caveat, but it has held up under daily use.

Years in this space

I've evaluated a lot of these over the years. What stands out here is semantic layer and metrics governance — handled better than most — and no SQL knowledge required for end users. Worth the time if this is your use case.

Solid for our team

We rolled this out across the team last quarter and affordable subscription for learners. Writing coach and debate practice fits neatly into how we already work, and student progress and activity insights removed a step we used to do by hand. Less flexible than general-purpose chatbots, which is the main caveat, but it has held up under daily use.

Skeptical, then convinced

I went in skeptical — most tools in this space overpromise. It actually delivers on custom AI agent development, and multi-channel deployment caught me off guard. still, I'd recommend giving it a real trial.

Years in this space

I've evaluated a lot of these over the years. What stands out here is the dashboard — handled better than most — and support is responsive. Pricing gets steep at scale is my one real gripe. Worth the time if this is your use case.