AI Transformation Consulting
From strategy to production — we identify high-impact AI opportunities, architect the solution, and embed with your team to ship it. Conversational AI, agentic workflows, operational automation, and beyond.
The bottleneck isn't the technology. It's the gap between your team's proof of concept and your organization's ability to ship, scale, and sustain it.
That gap is operational. And it's what we close.
We assess your organization, identify where AI creates real value, and take it from concept to production across six core capability areas. Strategy, implementation program management, and operational readiness — all in one engagement.
Customer-facing chatbots, internal virtual assistants, and natural language interfaces that deflect tickets, accelerate resolution, and scale support without scaling headcount.
Autonomous AI agents that execute multi-step business processes — from intake to decision to action — with human oversight at the right checkpoints.
AI that replaces manual toil — document processing, report generation, compliance checks, and data entry — so your team focuses on judgment, not keystrokes.
Models that forecast demand, predict churn, optimize pricing, and surface insights before your competitors see the signal — connected to the dashboards your team already uses.
Enterprise search and knowledge management that actually works — semantic retrieval over your docs, SOPs, and institutional knowledge so answers find your people, not the other way around.
AI doesn't live in a silo. We wire it into your existing stack — Salesforce, Jira, ERP, CRM, data warehouses — so intelligence flows where decisions are made.
Not slide decks. Not prototypes. Production systems delivering measurable value.
Deployed an AI conversational bot across a Fortune 500 education company — 800K+ chat initiations in year one, 55 automated use cases, fully integrated with Salesforce and Oracle workflows.
Orchestrated cross-org platform integration across multiple game franchises and online products — unified authentication, entitlement management, and telemetry pipelines at global scale.
Led cross-functional delivery of an AI-powered job matching platform — integrating candidate workflow APIs, NLP-based compliance, and predictive hiring analytics across 3 global offices.
"Christian is one of those rare operators who can walk into a chaotic cross-functional environment and bring immediate clarity. He doesn't just manage programs — he drives outcomes."
— Senior Engineering Leader
Colubrino Consulting was founded by Christian Reus — a 13-year program delivery veteran who's led AI implementation, product operations, and large-scale transformation at companies including Microsoft, Indeed, and McGraw Hill.
We don't hand you a strategy deck and walk away. We embed with your team, drive execution, and stay until AI is in production and delivering measurable outcomes.
"You won't get any fancy corporate terms, glorification of the process, or celebrating small wins — the destination is what matters."
Initiatives Driven
Whether you're evaluating AI for the first time or trying to get a stalled initiative across the finish line — we can help.