Back
Professional services

Intelligent agent for initial commercial engagement

Omnichannel initial engagement with classification, progressive capture and contextual human handoff.

The challenge

Delayed replies, incomplete information and rework could interrupt commercial opportunities. The solution needed professional boundaries, information protection and escalation when human judgment was required.

The solution

An agent was designed to receive conversations, identify intent, progressively capture information and apply configured commercial rules. The workflow can transfer an interaction with a contextual summary and record states, decisions and exceptions.

Case contributions

  • Organized initial engagement across prioritized digital channels.
  • Contextual human handoff to support continuity.
  • Traceability and operating boundaries built into the workflow.

The agent supports the initial engagement stage and recommends actions within a controlled workflow. Classification is used for routing, while people retain sensitive professional decisions.

Technologies

  • Generative AI
  • Email
  • WhatsApp Business
  • Classification
  • Versioned prompts
  • Guardrails
  • Human handoff

Services applied

Have a similar project?

Tell us the challenge and we'll assess how to approach it.