Cut my contract review time from 6 hours per agreement to about 45 minutes once I built a Claude project trained on our redline playbook and standard fallback positions. The attorneys still sign off on everything, but I'm now pushing through 4x the volume and the firm hired two more paralegals instead of cutting headcount, because the bottleneck moved to client intake.
Cut our pipeline team from 6 to 2 after wiring Claude into our dbt review and incident triage last quarter, and the remaining two of us ship roughly 40% more models per sprint. The "no employees" framing misses that someone still owns the on-call pager when a Snowflake bill spikes at 3am.
What does Polsia's $30M actually cover if headcount is near zero, compute, lawyers, or founder salaries?
Solo dev running six SaaS products here, and the dirty secret is that "no employees" still means a stack of contractors, Fiverr gigs, and a CPA you Slack at 11pm. Polsia's pitch deck probably has a clean org chart but their Stripe receipts tell a different story.
Agreed that "no-employees" obscures more than it reveals about how work actually gets done. In my last study with three solo founders running agent stacks, each still spent 6-9 hours a week orchestrating contractors and reviewing model output, which is just work under a different invoice.
We swapped 9 of 18 agents for an Intercom Fin + a custom GPT-4o triage layer last spring. Tier-1 resolution went from 41% to 73%, but the six humans left now handle every edge case the bot escalates and they're burning out faster than the team that left. "No employees" sounds clean until you meet the four contractors quietly labeling training data at 2am.
