I speak on AI-native customer success, predictive retention, and forward deployed engineering. Every talk is backed by a system I built and ran.






Agent-delivered, human-led systems from onboarding to renewal.
Leading indicators that surface risk long before the renewal window.
How MCP lets agents act on customer data safely, and the governance that keeps it coherent.
Put technical people next to customers, then productize what recurs.
What I learned building services at Slack and G2, and scaling one at Alight: pricing, packaging, and coverage without linear headcount.
Running a services P&L under private equity.
Why traditional health scores are lagging indicators, and how to build an AI-native retention system instead. Covers why activation in the first 90 days is the foundation any predictive model depends on.
GTM teams do not have a data problem, they have an orchestration problem. This session walks a live buyer signal from detection through to action, via MCP into Slack and Salesforce.
Next-generation CCO strategy: balancing AI-driven efficiency against enterprise retention. What changes when post-sales runs as an operating system rather than disconnected motions.

The watermelon effect as the silent killer of retention, green on the outside and red on the inside. The leaky boat theory: why investing in implementation and success planning in the first 90 days is the highest-leverage move available.
How Slack put technical consultants directly alongside enterprise customers and turned repeated custom-app requests into a productized catalog. The through-line to MCP and agent work is direct.
slack.com ↗What happens to HCM and ERP architecture when companies merge, divest, or get carved out. How delivery standards determine whether a post-deal consolidation lands on schedule or bleeds margin for years.
Customer success and post-sales leadership, RevOps, CCO and CRO audiences, professional services and TSIA-adjacent groups, GTM and revenue operations, support and CX leadership, enterprise HCM and ERP, private equity portfolio operations.
I speak and write about what it actually takes to get AI adopted inside complex organizations.