Enterprise AI Agents case study
Goal-directed agentic customer support orchestrator with transactional execution
An anonymised summary of the challenge, approach and outcome. Client names and measured figures are published only with written consent.
Anonymised client work
We do not publish client names or identifying details without written consent, and we do not publish numbers we cannot substantiate. The summary below describes the shape of the work without exposing the client.
Client
Enterprise AI Agents sector organisation, identity withheld pending consent
Challenge
Traditional conversational bots could only answer static FAQs, forcing customers with multi-step issues such as order modifications, warranty verification, and partial refunds into long human support queues.
Solution
Acmez built a goal-directed agent with dynamic tool execution across CRM, ERP, logistics, and payment APIs, governed by role-based authorization, rate limits, and seamless human agent handover.
Outcome
Multi-step customer service requests were resolved end-to-end in real-time, freeing human specialists to concentrate on high-empathy and disputed cases.
Capability involved
Next step
Facing a similar challenge?
We can describe comparable work in a private conversation even where it is not published publicly.