Revenue and customer work
Help customer service finish the case
Your assistant answers common questions, but customers still need a person to fix account or order problems.
Who this helps
COO, Customer service executive, CIO, Support operations leader
Discuss this workThe situation
An assistant answers common questions, but customers still need a person to fix account or order problems. Deflection counts do not show whether the underlying issue was resolved. A useful answer depends on customer identity, product version, account state and policy exceptions. A generic handoff can force a frustrated customer to repeat the whole case.
What we build
We build case support that works from the customer's verified context and carries the case through to a confirmed outcome.
- The system confirms identity before accessing private records, classifies the issue and retrieves knowledge that matches the product version.
- It gathers missing facts, then takes an allowed action or routes the case to a specialist with a concise evidence bundle.
- Action status and case outcome are verified before resolution is recorded. Uncertain outcomes stay open.
- Unverified identity limits the assistant to public information. An unavailable business system produces a pending action, not a completed promise. Reopened cases keep prior steps, and transaction IDs prevent duplicate credits or replacements.
- Account-level access applies to retrieval, actions and case history, and no source preview shows another customer's record. We identify where records, conversations and telemetry are processed and retained.
What you get
- Grounded customer responses. Each response is linked to the account facts and version-appropriate knowledge it relies on.
- A verified action or a clean handoff. Either an allowed action with a confirmed result, or a specialist handoff with the evidence attached.
- A case disposition. The outcome is recorded only after verification, with unresolved questions kept open.
Where people stay in control
- Agents review exceptions, consequential account changes and policy overrides.
- A specialist can correct the handoff context.
- The customer confirms relevant facts, but customer text cannot expand what the assistant is allowed to do.
When another approach fits
Improve ordinary help content or service routing first if those resolve the problem. Custom delivery fits cases that need account-aware evidence and bounded actions across systems.
Related work
Scope it with us
Bring the workflow, the data you can share and the decision it supports. We agree how the work will be evaluated before anything is built.
Discuss the workSee all use cases