
Hire our team of Attio experts to help manage your AI-powered CRM
Montchanin Technology Company is a forward-deployed consultancy for enterprise AI. We architect and manage autonomous systems for complex enterprises — at scale.
Our clients are backed by the world’s leading investors & institutions

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We architect, deploy, and manage automations in Attio

System architecture & workflow strategy
We work with your team to define what can be automated, how agents should behave, and where they fit into your existing stack – and then we design the system architecture and supporting workflows.

AI implementation & deployment
We build and integrate deterministic workflows, custom AI agents, and supporting infrastructure tailored to your specific processes. When we can’t find the right agent components for your business, we build them.

Ongoing management & governance
We offer ongoing support plans to continually manage, iterate, and govern your agent-driven systems as your business evolves. We continuously monitor system performance against established KPIs.
Your AI stack, managed by the experts
Montchanin is an AI managed services provider, helping teams leverage the latest AI agents and automation tools as they evolve. We have extensive experience with dozens of platforms, and have certifications and partnerships with many of them.




& many more!
Who we work with
Mid-Market & Enterprise SaaS
Helping technology companies automate workflows and scale smarter with AI built into their core ops.
Energy & Infrastructure
Replacing spreadsheets and siloed knowledge with autonomous systems that hold up across hundreds of sites.
PE Firms & Portcos
Turning AI into margin – deployed inside one portfolio company, proven there, then run the same way across the rest.
Developing an AI-powered asset management system for one of the largest solar owners in the US.
Thesis
We sell sound judgment
Autonomous agents are no longer experimental. Teams are now using them for real, consequential work. Entire workflows are being automated, and work that once required hours or days now takes minutes. Agent-driven systems are only becoming more capable and more central to how companies function.
But agents can't architect, implement, or govern themselves.
Automations drift from their original intent, logic breaks, and ownership becomes unclear – while models and APIs continue to rapidly evolve. Without structured oversight, even well-designed systems degrade over time. It is no longer a question of what agents are capable of, but how well they are designed and managed.
Our thesis is simple: effective agent-driven systems require ongoing human stewardship. They require an embedded, "human in the loop" who understands both the technology and the operational context in which it runs.
This is why Montchanin exists.
Management
Ongoing automation & AI management
Hire our team to implement, manage, and optimize your tools, agents, and systems as your business (and technology) evolves.
