The 2026 Edition · GoHire Press

The Recruiting AI Adoption Playbook

A step-by-step how-to for TA leaders building real adoption — not just buying tools. Field-tested by 15 GoHire Talks guests and grounded in the AI COEE framework.
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AuthorJonathan Duarte
Founder & CEO, GoHire
Edition2026 · v2.0
Length13 chapters · ~75 min read
Featured Guests15 from GoHire Talks

Table of Contents

01 · FOREWORD
Why I Wrote This Playbook
My path from enterprise conversational AI at Wells Fargo and Kaiser Permanente to building this framework.
02 · THE LANDSCAPE
The State of AI in Recruiting — 2026
The productivity paradox, the trust gap, and why most AI rollouts stall before they deliver ROI.
03 · THE FRAMEWORK
Introducing the AI COEE
Center of Excellence and Execution — the construct that anchors every successful enterprise AI program.
04 · PHASE 1
Assess — Sentiment, Baseline, Stack Audit
Survey your team's AI literacy before deploying anything. Map workflows. Document baseline metrics.
05 · PHASE 2
Charter the AI COEE
Cross-functional governance with IT, Legal, HR, and Recruiting. Reporting to the CEO, not buried in HR.
06 · PHASE 3
Executive Buy-In & Business Case
How Kristina Tsys pitched Fortive leadership. How Brian Fink reframes the $800K HR stack conversation.
07 · PHASE 4
Pilot the Seed Problem
Find one personal frustration. Build one agent. Let success compound from there.
08 · PHASE 5
Deploy in Three Stages
AI-Assisted → AI-Augmented → AI-Powered. Why you can't skip stages.
09 · PHASE 6
Train — Workshops, Hackathons, Prompts
The AI COEE's most undervalued mandate. Build literacy across the org, not just the recruiting team.
10 · PHASE 7
Govern — Bias, Compliance, Vendor Risk
Jeff Pole's four vendor-vetting questions. Bob Pulver's policy framework. The EU AI Act timeline.
11 · PHASE 8
Scale — Integrations, KPIs, Re-Survey
Jim Griffin on why integrations win. The KPIs that prove adoption. Closing the loop with a quarterly sentiment re-survey.
12 · GUEST DIRECTORY
The 15 GoHire Talks Guests Behind This Playbook
Browse every episode that shaped this framework. Each card links to the full transcript.
13 · NEXT STEPS
Work With Jonathan
AI COEE consulting, GoHire demos, and a 30-min discovery call.