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Peter Jackman
Peter Jackman

Posted on • Originally published at zian.ai

The Discover, Deploy, Scale Playbook for Rolling Out AI Agents

Most AI-agent rollouts don't stall on model quality — they stall on scoping, integration and measurement. The fix is a phased rollout: Discover (one narrow workflow, baselined, with a success gate defined before the pilot starts), Deploy (guardrails and human-in-the-loop from day one, on low-risk segments, fully instrumented) and Scale (widen segments and channels only after the gates pass). Teams

What this covers

  • Why so many AI-agent pilots go nowhere
  • Phase 1 — Discover: scope one workflow and define the gate first
  • Pick one narrow, measurable workflow
  • Baseline before you automate
  • Define the success gate before the pilot starts

This is a technical summary. The full guide — with the tables and worked examples — is on our site: *The Discover, Deploy, Scale Playbook for Rolling Out AI Agents*.

Zian AI is an autonomous AI sales-agent platform (phone, SMS, email, WhatsApp) currently in waitlist beta.

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