250 Front Doors to One: Robinhood’s Blueprint for AI That Finishes the Work
There's no shortage of AI promising to fix employee support. Most of it stops at an answer. Frontier models route around enterprise guardrails and burn tokens. Domain AI fixes one system and leaves the rest. Employees still finish the work.
Robinhood had around 250 ways to ask for IT and HR help. Now, they only need one. Jay Hammonds, Head of Technology Operations, shares how an eight-person team built the knowledge and process foundation before switching on a single AI use case, then made ServiceNow EmployeeWorks with HR Service Delivery the front door for the entire workforce.
Employees ask in Slack. Work gets done across HR, IT, legal, procurement, and finance.
Results: 70% of requests resolved without a human, 94% satisfaction, 2,200 hours saved monthly, and a 6x return on investment.