Containment Economics

Containment Economics treats the share of conversations an AI voice or chat agent closes without a human as the single number that sets an agency's retainer margin. Every point of containment removes a live-agent minute from the cost base, but the curve is not linear: the first 40 points are cheap, the next 20 require vertical training data and custom workflows, and the last 10 often cost more than the labor they replace. Agencies that quote managed support on a flat per-seat model get squeezed when containment stalls; agencies that price against a measured containment baseline keep the spread. Nectar Desk's AI Voice Bot resolves 40 to 65 percent of inbound calls autonomously, which is exactly the band where margin is decided, and Bright Pattern's white-label deployment lets a BPO agency resell that containment under its own brand rather than handing the client a vendor logo.