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A3E Environmental — New Flo CRM & AI Assistant

Enterprise AI assistant + full CRM for environmental consultants

A3E Environmental — New Flo CRM & AI Assistant architecture schematic

One example subsystem from this build. In most engagements we deliver the entire stack top to bottom — application code, Docker, infrastructure, deployment, and scaling — all in-house. Where a client already has platform teams in place, we work alongside them.

Project Summary

A comprehensive platform for A3 Environmental Consultants combining a full-stack CRM (companies, contacts, projects, proposals) with SparkyBot — a natural-language AI assistant in Google Chat powered by LangChain and a custom MCP server framework. Features Gmail sync pipeline, Stripe payments, and a pioneering MCP implementation with 20+ production tools and zero-downtime deployment.

Our role: Architecture & Engineering

What We Did

  • Pioneered MCP server implementation with 20+ production tools
  • SparkyBot AI assistant handling daily operations via natural language
  • Full CRM with Gmail sync, proposals, and Stripe payments
  • Zero-downtime dynamic tool loading — add capabilities without restarts

Want this in your own workflow?

Tell us which process you'd start with. We map it, install the loop, and prove it before it widens.

Plan Your Rollout