Project Description:
Sales and Support Copilot is an enterprise AI sales automation and customer support platform that connects 24/7 agents to messengers and web chat. Agents answer from approved company knowledge, qualify leads, recommend products or services from a catalog, handle common objections, and pass complex conversations to a human manager.
A unified web workspace brings together conversations, AI summaries, contact cards, notes, product catalogs, knowledge bases, operational analytics, and a built-in CRM pipeline. Teams can manage multiple agents and channels without splitting customer context across separate tools.
Process
We started by mapping the sales and support journeys: entry channels, qualification questions, catalog logic, escalation rules, permissions, and the information a manager needs at handoff. This defined a modular platform rather than a single-purpose chatbot.
The engineering team built the management console in Flutter Web and the backend and AI orchestration in Python. The architecture connects large language models, channel adapters, catalogs, knowledge sources, analytics, and CRM workflows while keeping scenarios and customer data under controlled rules.
The product was developed around practical operating tools: multi-agent configuration, grounded answers, product cards inside chat, conversation summaries, contact notes, performance dashboards, and a visual CRM pipeline. The same foundation can be configured for different industries, channels, and private deployment requirements.
Results
Sales and Support Copilot became a working web platform that combines customer conversation automation and manager operations in one system. Teams can configure agents, review dialogues, maintain approved knowledge, manage catalog recommendations, monitor activity, and continue qualified leads through the CRM pipeline.
The modular platform creates a foundation for faster first response, consistent qualification, and clearer human handoff without forcing a company to replace its existing sales process. It can be introduced as a focused pilot and expanded across channels and business units.
