Software to help companies win with AI
Think clearly.
Ship boldly.
Catalyst & Code partners with teams to turn complex ideas into software that works — from strategy through production.
What we build
AI that does real work.
Autonomous Agents
Multi-step agents that handle research, analysis, and execution — not chatbots with a personality. Built on Claude, GPT-4, and open-source models, orchestrated to your workflows.
Data & Insights Platforms
Dashboards and pipelines that turn raw data into decisions. Real-time analytics, custom ETL, and AI-powered summarization for teams that need signal, not noise.
Workflow Automation
End-to-end automation connecting your CRM, ERP, and internal tools. We build integrations that eliminate manual handoffs and reduce cycle times by 60–80%.
AI-Augmented Products
Embedding intelligence into your existing products — search, recommendations, content generation, classification. Production-grade ML that ships, not prototypes that demo well.
Strategy and engineering, under one roof.
Most teams don't have a shortage of ideas — they have a shortage of clarity. We share what we learn building AI systems in production so you can move faster and decide with confidence.
Catalyst & Code Is Live
We built a company around a simple idea: most businesses know AI can help them, but they don't have the engineering team to make it happen. Today, we're open for business.
Why Most AI Projects Fail Before They Ship
The biggest risk to your AI initiative isn't the model — it's everything around it. Here's where teams go wrong and how to avoid the same traps.
What Technical Leaders Get Wrong About AI Agents
AI agents aren't smarter chatbots. They're a fundamentally different architecture — and most technical leaders are designing for the wrong thing.