Intake is unstructured
Emails, attachments, calls and portal entries must be classified and re-entered before work begins.
Who we serve · Insurance operations
Gangkhar equips TPAs and insurance operations teams with governed agent fleets that execute policy, claims and servicing procedures on the systems already in use, with continuous monitoring and human control.
Built for
The operating reality
Gangkhar addresses the operational constraints that stop product, capacity and distribution from scaling together.
Emails, attachments, calls and portal entries must be classified and re-entered before work begins.
Product terms, SOPs, service levels and authority limits are spread across documents and systems.
Teams spend time chasing documents and validating information before a decision can proceed.
Complex or out-of-authority cases are discovered late, affecting cycle time and customer confidence.
Supervisors review a fraction of completed work instead of observing the whole operation.
Peaks, new programmes and growth require rapid hiring or accept slower response times.
Where Gangkhar works
Work begins with bounded procedures and expands through a governed operating system rather than a collection of isolated automations.
Classify the event, extract available data and open the correct workflow.
Check policy status, eligibility, limits and live product rules before proceeding.
Request, receive, validate and organise documents and external information.
Apply approved procedures and route authority or judgement exceptions to people.
Coordinate authorised outcomes, reconciliation, system updates and notifications.
Observe every agent, exception, handoff and service level across the operating fleet.
The platform in your operation
Three connected layers share the same product intelligence and governance model.

Provides the live product, coverage, policy and authority rules against which work is validated.
Explore the platformOptimise
Optimises eligible servicing, collections and renewal decisions using measurable outcomes.
Explore the platformScale
Builds, certifies, monitors and governs the agents that execute approved SOPs.
Explore the platformOperating model
The technology coordinates work; the authorised organisations and people retain the roles, judgement and accountability assigned to them.
Regulated and delegated functions remain with the organisation licensed or contracted to perform them.
Inputs, rule checks, system actions, outputs and escalations remain available for review.
Agents stop at defined boundaries and route the full case to the appropriate owner.
A clear line of business or workflow proves control and value before the operating fleet expands.
Business impact
Use cases
Who we serve explains the organisational value. These use cases show how the infrastructure applies to specific distribution and operating environments.
Operate product, policy and claims processes on the existing core.
ExploreUse caseCoordinate high-frequency onboarding, servicing and FNOL.
ExploreUse caseRun event-level intake and claims across fast-moving networks.
ExploreUse caseRespond to disruption with connected evidence and assistance workflows.
ExploreFrequently asked
No. Gangkhar can equip the existing TPA or operations partner with governed infrastructure while that organisation keeps its contracted and regulated responsibilities.
Only within the authority and procedures explicitly approved for the workflow. Exceptions, low-confidence cases and decisions outside those limits are escalated to people.
Mesh records agent inputs, checks, actions, outputs and handoffs continuously, allowing operations teams to monitor the full workflow rather than rely only on sample-based review.