The customer problem
Customers need to understand what is happening in their business and act on it without moving between disconnected tools. Ask Checkmate brings conversational assistance into the product workflow.
What I built
I built an AI assistant that answers questions about customer data and generates business insights. The newer version uses MCP to take actions within Checkmate, extending the experience from analysis into product workflows.
My ownership spans the application, agent behavior, data integration, and deployment. The experience is centered on the customer’s task and outcome.
Product impact
The earlier analytics application replaced a licensed business intelligence tool. The newer assistant builds on that foundation by enabling actions within Checkmate as well as answering questions and generating insights.
This work brings together conversational AI, business context, and the product integrations needed to help customers get work done.