AI chatbot agencies: hire for containment & safe handoff

Lead with outcome, channel, ranked intents, must-never answers, knowledge sources, handoff rules, and metrics with baselines. Include compliance, brand voice, and who owns product decisions. Agencies price and staff to the brief you give — vague “smart assistant” RFPs produce demos, not containment.

Platform/CX stacks fit FAQ-heavy, CRM-tied flows when speed and ops ownership matter. Custom or hybrid LLM builds fit deep product grounding, tool calling, or UX platforms cannot support. Ask shops to recommend against your intent list and data access — then prove the path on a paid pilot of 5–10 intents before a full rollout.

Prefer containment/resolution on target intents, escalation quality, CSAT or thumbs-down, safety incidents, and cost per resolved conversation — or qualified leads/meetings for sales bots. Chat volume and “engagement” alone are vanity. Require a baseline and a fixed eval set in the SOW, and re-measure on a written cadence after launch.

Agencies typically own conversation design, grounding/prompt patterns, eval harness setup, and the first production slice. You keep knowledge truth, helpdesk/CRM admin, brand policy, API keys, repos, and long-term ops. Write transcript retention, PII rules, and exit exports into the contract so switching vendors does not mean rebuilding the channel.

A PoC proves quality on a thin intent set with your (or proxy) content and a kill gate. Production covers monitoring, content refresh, rate limits, security review, human handoff hardening, and runbooks. Price them separately. Proposals that sell “full launch” on a demo timeline are a red flag.