Every CX team got the same mandate this year: start using AI. So teams pick a capable model, write a long prompt, wire up a few tools, and ship. It works in the demo, and it often works for a week. Then the trouble starts, and usually the model was never the problem.

Two dead ends

Most CX agents get built one of two ways: a flowchart wired for every path a designer can imagine, or a giant prompt patched with glue code as edge cases pile up. Both hide the agent’s real behavior, and neither holds up against a policy that leaves room for judgment.

Declare it, don’t wire it

Quiq built a declarative framework instead. You write the agent in plain language: Guides for how to handle a situation, Skills for reusable behaviors like escalation, Tools for the systems it can act on, and Agency boundaries for what it can never promise. An Assessment runs alongside as an independent check on every turn. The agent reasons freely inside a structure your team can read and change.

An agent your team can grow

Because each piece is reusable, a Skill you write once improves every Guide that uses it, and an AI Workflow you connect once powers your voice agent, your messaging agent, and the copilot beside your human reps. Teams onboard an agent the way they’d onboard a person: write the playbooks, set the boundaries, then widen its authority as it earns trust.

That’s the shift underneath all of it: stop programming the conversation, start governing it. Our new guide breaks down the full framework, including how Guides, Skills, Tools, and Assessments work together in a real customer interaction.

Read the full guide.