Client request triage
Problem
Managed service providers typically staff client relationships with people at different levels of experience, from junior staff handling routine work up to a senior lead who owns escalations and new opportunities. Client requests arrive as raw, unstructured asks, such as an email, a message, or a call note. Before a ticket or task exists, each request needs a manual review against the client's agreement and a match to the right level of staff. Making that call manually was slow and costly. Out-of-scope requests absorbed time nobody was billing for, while in-scope requests often landed on someone more senior and more costly than the work required.
Solution
An AI agent sits ahead of the ticketing process, evaluating each inbound client request against that client's project scope. The on-file agreement defines what the team is responsible for before a ticket is ever created. For requests that fall within scope, the agent determines the appropriate staff level, pulled from that client's assigned team on the Directory record, and creates the resulting ticket in a ready-for-review status. Requests that fall outside scope route to the client's designated senior contact instead, since an out-of-scope request is treated as a potential new engagement to evaluate rather than a routine task to assign.
At a glance
Vertical
Construction
Real Estate
Telecommunications
Used By
Customer Support
Operations
IT
Building Blocks
Nextworld Application
Webhooks
Agents
MCP Toolset
Human-in-the-Loop
Building Blocks
This solution was built using these Nextworld features
Nextworld Application
The Directory application is extended with a Project Details tab that holds each client's assigned team members by level, alongside the Project Scope that defines the terms of the engagement.
Webhooks
Incoming client requests, whether from a ticketing system or a shared inbox, are sent to the platform automatically as they arrive.
Agents
An agent reads each incoming request against the client's project scope, classifies it, and selects the staff level suited to the work.
MCP Toolset
The agent uses Nextworld's MCP server to look up and act on platform data as part of its evaluation, pulling the client's assigned team and project scope directly rather than working from a static snapshot.
Human-in-the-Loop
Once the agent identifies the right person and ticket type, the request moves to a ready-for-review status where a team member confirms the recommendation before the ticket is finalized.
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