We build AI that focuses on outcomes.

JCO is a consulting firm in New York and Montreal that designs, builds, and runs AI, analytics, and revenue & finance operations systems for mid-market companies. We work with lenders, brokerages, marketplaces, and the finance and revenue teams inside firms of every kind. We do not hand over slide decks. We ship working systems and keep running them after launch, from the first conversation with a new lead to the lending decision to the numbers a board reads.

Every engagement runs with the same discipline. The safety checks and limits are designed before any code is written. Every decision a system makes is logged from day one and can be replayed later. Documentation is written so your risk and finance people can read it without a translator. Teams are small and senior, staffed for each engagement. No padding with juniors, no handoffs.

Mid-market companies hire us because we close the gap they cannot staff for: senior AI, analytics, and data engineering, run with the discipline of a risk office and delivered in weeks. One principal owns your engagement end to end, often as the only person you need, with a senior bench available when the scope grows. Everything we build is yours at handoff: code, prompts, documentation, and the runbook to operate it.