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Who we serve · Insurance operations

Run more volume with stronger control and service.

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 teams responsible for making insurance work.

Claims and policy TPAsCarrier operations teamsMGA programme administratorsAssistance providersShared service centresOutsourced operations partners

The operating reality

The opportunity is clear. The infrastructure gap is not.

Gangkhar addresses the operational constraints that stop product, capacity and distribution from scaling together.

01

Intake is unstructured

Emails, attachments, calls and portal entries must be classified and re-entered before work begins.

02

Rules are hard to apply consistently

Product terms, SOPs, service levels and authority limits are spread across documents and systems.

03

Evidence collection is manual

Teams spend time chasing documents and validating information before a decision can proceed.

04

Exceptions hide in queues

Complex or out-of-authority cases are discovered late, affecting cycle time and customer confidence.

05

Quality is sampled after the fact

Supervisors review a fraction of completed work instead of observing the whole operation.

06

Volume threatens service

Peaks, new programmes and growth require rapid hiring or accept slower response times.

Where Gangkhar works

Connected workflows across the insurance lifecycle.

Work begins with bounded procedures and expands through a governed operating system rather than a collection of isolated automations.

01

FNOL and request intake

Classify the event, extract available data and open the correct workflow.

02

Coverage validation

Check policy status, eligibility, limits and live product rules before proceeding.

03

Evidence orchestration

Request, receive, validate and organise documents and external information.

04

Triage and adjudication support

Apply approved procedures and route authority or judgement exceptions to people.

05

Payment and settlement

Coordinate authorised outcomes, reconciliation, system updates and notifications.

06

Quality and service monitoring

Observe every agent, exception, handoff and service level across the operating fleet.

Operating model

Automation with clear responsibility.

The technology coordinates work; the authorised organisations and people retain the roles, judgement and accountability assigned to them.

The authorised party stays accountable

Regulated and delegated functions remain with the organisation licensed or contracted to perform them.

Every action is observable

Inputs, rule checks, system actions, outputs and escalations remain available for review.

Humans control exceptions

Agents stop at defined boundaries and route the full case to the appropriate owner.

Deployment starts with a bounded process

A clear line of business or workflow proves control and value before the operating fleet expands.

Business impact

A stronger operation and a better-performing book.

  • Higher touchless processing on standard work
  • Shorter service and claims cycle times
  • Consistent procedure and rule application
  • More volume without equivalent headcount growth
  • Full audit evidence across every action
  • Specialists focused on exceptions and customers

Frequently asked

Clear boundaries before deployment.

Does Gangkhar displace the TPA?+

No. Gangkhar can equip the existing TPA or operations partner with governed infrastructure while that organisation keeps its contracted and regulated responsibilities.

Can agents make claims decisions?+

Only within the authority and procedures explicitly approved for the workflow. Exceptions, low-confidence cases and decisions outside those limits are escalated to people.

How is quality monitored?+

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.

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