Operations teams repeatedly collect the same context and prepare the same next step, while sensitive actions still need judgment.
Agents & Integration
OKAI Solutions
Elara AI
byOKAI SolutionsMove work forward with clear approvals.
A bounded operations assistant that classifies requests, gathers approved context and prepares the next action for a human reviewer.
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- 01Classified
- 02Context gathered
- 03Approval required
- 04Execute and record
- Used by
- Service operations managers, support team leads and case handlers
- Inputs
- Service requests, approved procedures and read-only records from one ticketing or CRM system
- Produces
- A classified request, evidence-backed action draft, approval task and traceable execution record
What happens when Elara AI is in the loop.
Elara classifies the request, gathers approved records and drafts one typed action for the responsible person to review.
Routine preparation moves faster without hiding the approval, execution status or recovery path from the operator.
Inside Elara AI
Six visible stages connect the source to the operator. Nothing important disappears inside a single model call.
- 01Request classification
- 02Approved context retrieval
- 03Typed action proposal
- 04Human approval
- 05Scoped execution
- 06Audit record
Acceptance targets
These are validation criteria for a scoped pilot. They are not presented as observed customer results.
- 01
At least 85% correct routing across the agreed labelled cases
- 02
Every state-changing action records human approval
- 03
Retry tests produce no duplicate state change
- 04
Every failed tool call exposes a recoverable next step
Start with the workflow
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