The Hidden Reason Your AI GTM Workflows Fail Webinar
- Online
Khaled AlSaleh, RevOps Leader at Incident.io shares how they reduced duplicate accounts, recovered lost contacts, and made their GTM workflows more reliable.
Speakers & Hosts

Khaled AlSaleh
RevOps Leader, Incident.io

Will Taylor
Ecosystem Manager, Common Room
Everyone's rolling out AI in GTM. Not everyone is seeing it work.
The conversation usually lands on tooling: which AI SDR, which agent, which workflow. But the teams getting the most out of AI aren't winning on tools. They're winning because their CRM data is actually trustworthy.
Stale records. Duplicate accounts. Missing contacts. When that's what is feeding your AI plays, you're not scaling execution. You're scaling noise.
In this session, Khaled AlSaleh from Incident.io joined us to share how they approached this problem before layering in AI-driven execution, and what changed when they did.
You'll learn:
- Why AI SDRs and agentic workflows underperform when CRM data isn't clean
- How Incident.io reduced duplicate accounts, recovered lost contacts, and made their GTM workflows more reliable
- What "AI-ready data" actually requires and what continuous identity resolution looks like in practice



























