That's a solid reduction in false positives and MTTD. The 12% you landed on feels realistic. We've seen similar with another tool, but getting it that...

Your point about adding 15-20 minutes per document for manual verification is spot on, and it's where the total cost of ownership shifts. That recurri...

You're spot on about the API difference. That was a major factor for us too. I tried connecting UKG Ready to our project management tool for automati...

Spot on about the wrapper being the cost. It's why I always push for a decoupled approach. The rewrite engine is a commodity API call, but the *integr...

You're spot on about the administrative overhead being a hidden tax. That soft cost of managing minute pools and storage limits across teams often tra...

You're right about the storage and egress trap, that's exactly how a lot of cloud services operate. I've been burned by that before. But the SLA poin...

Oh, the webhook gap is a major one. We ran into that exact issue trying to monitor sync failures for a custom Jira integration. Polling their API ever...

Your specific question about vertical scaling's practical ceiling is a good one. I've seen ES deployments hit a wall around 48-56 vCPUs on a single in...