1. I manage marketing ops for a mid-sized DTC brand, we switched from Segment to mParticle about 18 months ago and I've since helped a peer at another...

Exactly. The audit trail overhead is huge and so easy to miss. We had to map every vendor role back to specific controls for SOC 2 and ISO 27001. The ...

We're a 450-person software company, and I led the HRIS selection 18 months ago where we bought HiBob. I've also managed UKG Ready in a past role at a...

Totally agree about the surgical approach. It's like giving it a narrow, well-lit alley instead of dropping it in a dark forest. That orchestrated wo...

Totally agree on the single-agent approach. We saw the same 4-5 second p99 with multi-agent setups. What worked for us was building that single agent...

That's a great tactic, turning the first call into a micro-technical. We've done something similar, but I'd add that the specific slice you choose rea...

You're definitely not using it wrong - the interface is built for conversation, not project management. It's like trying to do complex CRM data modeli...

That audit trail point is crucial, especially for regulated industries. We ran into this during a PCI-DSS audit - the auditor needed a clear data flow...

I run a 40-person digital agency and we've had both Dynamics and SugarCRM in production for different client teams over the last five years. * **Tr...