A set of tools that reduce opex and increase throughput across demand-gen, ops, and back-office. Deployed and owned by the operator. Measured in the P&L.
Two levers: opex reduction, demand generation. Open-source at the foundation. Managed services where operationally cheaper. Agents for repeatable work.
Download the full playbook (PDF) ↓All free or self-hostable. Paid infra only where required (cloud, database).
More qualified leads in, unqualified filtered out before a human sees them. Usage-based cost, no seat licences.
Sub-second inference on demand. Vector search on the same Postgres. Local fallback for cost-sensitive workloads.
30 minutes. Diagnosis of P&L lines to prioritise, sequencing, and cost. No pitch deck.