Case preparation
Summarize the conversation and relevant account history with links to the original records. Keep identity checks and access boundaries in the existing support process.
Measure context accuracy
Help the agent find the right answer before writing the reply.
Fast drafting only helps when the account, policy and next action are right. Soxoa can connect permitted case history and approved knowledge to prepare source-backed replies, identify missing information and route questions that need a specialist.
ApplicationCustomer Support Teams
Start withOne recurring workflow
DeliveryEvaluate · build · hand over
Where AI can help.
Begin with a repeatable issue category and reliable help content. Measure the quality of the resolution as well as the speed of the draft.
Grounded reply drafts
Retrieve the current approved policy or help article and propose a response. Expose missing sources and conflicting guidance instead of filling the gap with an invented answer.
Measure policy adherence
Escalation and knowledge upkeep
Route defined exceptions to the right owner and group repeated unresolved questions. Draft article improvements for the knowledge manager to verify and publish.
Measure correct escalations
How the work moves.
A proposed sequence to test with your team. Each handoff keeps the source, the current status, and the person responsible for the next decision.
Establish the case context
Confirm the customer's identity through existing controls and retrieve only permitted ticket and account records.
Find the approved answer
Search current help content, preserve source versions and identify gaps or conflicts.
Draft and escalate
Prepare a response and route exceptions, safety concerns or identity problems to the responsible owner.
Review the outcome
The agent approves the reply and authorized actions. Track corrections, reopenings and unresolved questions.
The technology behind it.
Start with your existing systems. These are options to evaluate; access, licensing, data handling, and compatibility are confirmed during scope.
| Technology | Its job in the workflow |
|---|---|
| Helpdesk APIs and event triggers | Explore supported ticket access in systems such as Zendesk, with verified permissions and limits. |
| Permission-aware knowledge retrieval | Bring the right policy passage into the draft without exposing another customer's information. |
| Classification and response evaluation | Test routing, source correctness and policy adherence on representative cases. |
Hardware that earns its place.
| Equipment | When it helps |
|---|---|
| Existing agent workstation | Display the draft, source passage, account context and escalation options together. |
| Headset for voice support | Support clear calls; add transcription only where recording and processing are permitted. |
Technical references behind these options
Vendor documentation describes the underlying capabilities. It does not imply a Soxoa partnership or a prebuilt integration.
A useful first pilot.
One low-risk issue category with maintained knowledge, initially producing internal drafts.
- What we measure
- Track grounded-answer accuracy, agent edits, escalation correctness, reopened cases and time to a correct resolution.
- Who reviews it
- Support agents approve pilot replies. Refunds, account changes and contract exceptions retain their established decision owners and permissions.
We agree the acceptance criteria before building, including what happens when an input is missing, an integration fails, or a reviewer rejects the draft. The handoff includes operating notes, access ownership, and a way to stop and recover the workflow. Scope and price are agreed before work begins.
Before we build.
Is this a customer-facing chatbot?
It can start as assistance inside the agent's workflow. Customer-facing responses are a later design choice that needs explicit topic boundaries, tested answers and a dependable route to a person.
What if the knowledge base is wrong?
The draft can inherit that error. We assess source ownership and freshness, test known conflicts and give agents a way to flag content that needs correction.
Do we need a new helpdesk?
We inspect your existing access and supported integration options first. Describe one issue category on the call, without pasting customer conversations or private account details into the inquiry.
Related applications.
Explore all industries & teamsBring one workflow. Leave with a next step.
Thirty minutes with the Soxoa team to discuss AI for customer support teams: what slows the work down, which technology fits, and what a useful pilot would need to prove. Bring a description of the process; sensitive records can wait until data handling is agreed.