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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

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