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Services

AI agents for multi-step business tasks and operational workflows.

AI agents can do more than generate a response. We design task-focused agents that can interpret information, use connected tools, follow defined processes and hand work to people when approval is required.

What is an AI agent?

An AI agent is a software system designed to complete a defined task or workflow using AI reasoning alongside connected tools and business data. Instead of producing an answer and stopping, an agent can work through multiple steps within controlled boundaries.

Examples of business AI agents

  • 01Lead qualification and routing agents
  • 02Sales research and account preparation agents
  • 03Customer support triage agents
  • 04Document processing agents
  • 05Internal research assistants
  • 06Operations and workflow agents
  • 07CRM data enrichment agents
  • 08Reporting and insight agents

Agents with guardrails

We design agents with clear instructions, tool permissions, escalation rules and human approval points. This is particularly important when an agent can update records, communicate externally or trigger business actions.

How it works

Agent development process

We identify the task, define success criteria, map available data and tools, design the agent workflow, test edge cases and deploy with monitoring. The result is a focused agent built around a real business process rather than a generic autonomous assistant.

  1. Identify the task

    Name the job and what done looks like.

  2. Map the tools

    Limit the agent to data and actions it may use.

  3. Test edge cases

    Check the paths where a wrong step would matter.

  4. Deploy with monitoring

    Watch the work and keep a person in the loop.

Work in this area

Common questions

They can automate substantial portions of a workflow, but the appropriate level of autonomy depends on the task. Sensitive or high-impact actions can require human approval.

A chatbot primarily handles conversations. An AI agent can be designed to perform multi-step tasks and use connected tools to take actions within defined permissions.

Related services

Have a task the team repeats every day?

Tell us the multi-step job. We will look at whether an agent can handle part of it, with approval where the action is sensitive.

Or call +44 7587 726335