# Catalyst 5010 > AI implementation consulting — strategic consulting and hands-on engineering to integrate intelligent automation into development workflows, from discovery through production. ## About Catalyst 5010 is an AI implementation consulting practice that helps product teams ship smarter products with AI that works in the real world. The practice combines product management discipline with deep engineering expertise to deliver embedded partnerships, not black-box deliverables. ## Services - **AI Strategy & Discovery**: Identify the highest-leverage opportunities for AI in your product. Evidence-based roadmapping that connects business outcomes to technical implementation. - **Implementation Engineering**: Hands-on integration of AI capabilities into existing codebases. From context engineering to MCP servers, built to production standards. - **Developer Experience**: Design and build developer-facing tools, SDKs, and workflows that make AI features feel native to your product. ## Approach 1. **Discover**: Deep dive into your product, users, and tech stack to find the AI opportunities that actually matter. 2. **Prototype**: Rapid proof-of-concept to validate approach, measure impact, and build team confidence. 3. **Build**: Production implementation alongside your engineering team. Integrated, tested, documented. 4. **Transfer**: Your team owns the outcome. Knowledge transfer, runbooks, and ongoing support to ensure independence. ## Background Focus areas include AI-powered developer tools, design-to-code automation, enterprise SaaS platforms, and mobile & web frameworks. Full-stack expertise across React, Node, context engineering, and MCP. 5+ products shipped from concept through GA launch. Discovery-driven, outcome-focused methodology. ## Contact - Email: hello@catalyst5010.com - Website: https://catalyst5010.com