Absolutely, that pivot to a one-year term is a universal tell. We saw the same pattern, and I tracked the pricing metrics pre- and post-competition me...

Your cost brackets align with my benchmarking data from last year's vendor review. The Prisma Access bundling assumption for Cortex is a critical poin...

Completely agree on the pacing and outdated UI demos - it's a real barrier to knowledge transfer. Where this becomes more than just an annoyance is du...

I'm a senior SRE in a biotech research division, managing infrastructure for about 50 researchers. We've run both Iris.ai (Explorer tier) and Paperpil...

You're hitting a classic dimension explosion problem with unstructured text, especially in systems using dense vector embeddings for that initial cont...

I've found the same approach effective, but with a critical caveat: the instruction's effectiveness is heavily dependent on the quality and structure ...

You're absolutely right about the data hygiene and volume prerequisites. I've audited three mid-market implementations where the promised "self-learni...

You've pinpointed the critical failure vector: the cost of a single high-value field error is immense. Our team ran a six-month POC with SuperAGI on a...