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Project 04 / AI Infrastructure

AI chatbots and multi-agent workflows for business operations

AI chatbot and multi-agent business workflow systems.

  • AI agents
  • Chatbots
  • Workflow automation
Rows of glass-fronted server racks in a bright data centre

(01)The challenge

Routine questions and moving information between systems took up time across the business, with knowledge spread over documents and tools.

(02)Our approach

A chatbot grounded in the business's own knowledge answers routine questions, while specialised agents handle tasks such as triage, data lookup and updates, passing work between them.

(03)How it works

  1. 01

    Ask

    A question or task arrives through chat.

  2. 02

    Route

    An orchestrating agent decides which specialist should handle it.

  3. 03

    Act

    Agents look up data, draft answers or update connected tools.

  4. 04

    Review

    Anything uncertain is flagged for a person to check.

(04)What we delivered

The parts of the finished system.

Need a system like this for your business?

  • Knowledge-based chatbot
  • Multi-agent orchestration
  • Tool and API connections
  • Human review steps
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