Ideas on AI pricing, agent economics, and the infrastructure that makes outcome-based businesses viable.
Every AI workflow carries a cost that isn't fixed, isn't predictable, and in most companies isn't tracked. Here's what that costs you.
Real-time controls that catch cost breaches as they happen — not after the revenue is already locked and the losses are sunk.
Seat-based pricing breaks the moment your customers start running agents. Here's the model that actually maps to how AI products are consumed.
Agents aren't tools. They're economic actors. The pricing models that work for SaaS and APIs fail completely for autonomous multi-step workflows.