Rubraik Animate, conversational intelligence

The end of the dead-end bot

Rubraik Animate deploys AI agents that hold natural conversations across every channel, remember every customer, and complete real tasks inside the compliance guardrails regulated industries demand. Customers get resolution on their terms, and your teams focus on the moments that need a person.

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Designed to resolve the issue, not to end the call

Rigid scripts and dead ends gave self-service a bad name. Animate changes the equation.

Animate understands intent, holds context through the full interaction, and remembers the customer the next time they reach out. It completes tasks end to end in your systems, and it works from your own policies, scripts, and workflows, so it answers accurately and acts within defined limits. Required disclosures are delivered every time, and each regulated process stays inside the boundaries you set for it.

When a conversation needs a person, Animate hands it over with full context, so escalation continues the conversation rather than restarting it. The result is automation you can trust in healthcare, finance, and insurance, where getting it wrong is not an option.

 

What Rubraik Animate does

Animate handles the conversation, completes the work behind it, and keeps both inside your controls.

Converse
Act
Comply, measure, and hand off

Understands intent

Animate understands intent, holds a natural conversation across every channel, and stays with the customer instead of forcing a scripted dead end.

Holds full context

It holds context through the full interaction, so the conversation continues rather than restarting at each step.

Remembers the customer

It remembers the customer the next time they reach out, across channels, without asking them to repeat themselves.

Resolution on their terms

Customers get resolution on their terms, and your teams focus on the moments that need a person.

Completes real tasks

Animate completes tasks end to end in your systems, not only the dialogue in the conversation.

Works from your policies

It works from your own policies, scripts, and workflows, so it answers accurately and acts within defined limits.

No rip-and-replace

High-volume routine interactions are handled end to end without a person in the loop, inside the systems you already run.

Completes the work behind it

The conversation and the work behind it stay connected, so containment means the issue is resolved, not abandoned.

Required disclosures every time

Required disclosures are delivered every time, and each regulated process stays inside the boundaries you set for it.

Inside your controls

It keeps the conversation and the work inside your controls, designed for healthcare, finance, and insurance where getting it wrong is not an option.

Hand off with full context

When a conversation needs a person, Animate hands it over with full context, so escalation continues the conversation rather than restarting it.

Logged, auditable, and compliant

Every conversation is logged, auditable, and compliant, because the product was designed for regulated environments from the start.

What Rubraik Animate does

Animate handles the conversation, completes the work behind it, and keeps both inside your controls.

Healthcare payers
Insurance
Financial services
Utilities
Healthcare payers

Prior authorization preparation

Agents intake requests from any channel, verify eligibility and network status, test documentation against medical policy, and chase what is missing before a reviewer sees the case.

Claims inquiry and correction

Agents trace a claim through adjudication, identify why it denied, distinguish a coding issue from an eligibility issue from a coordination of benefits issue, and prepare the correction for approval.

Grievance and appeal casework

Agents classify the case type, apply the correct regulatory clock, assemble the full history across systems, draft the acknowledgement, and track every deadline to closure.

Insurance

First notice of loss intake

Agents capture the loss from any channel, validate coverage in force, classify severity and complexity, and open the claim with the file already populated.

Claims document validation

Agents read estimates, police reports, invoices, and medical records, extract what the file needs, and flag inconsistencies for a person to judge.

Policy servicing and endorsements

Agents process address changes, vehicle and driver additions, coverage adjustments, and lienholder updates end to end across policy administration systems.

Financial services

Onboarding and KYC review

Agents collect and read identity documentation, run the required checks, resolve routine discrepancies, and escalate genuine risk indicators to a compliance officer.

Dispute and chargeback casework

Agents classify the dispute, gather transaction evidence, apply network rules and timeframes, and prepare representment packages inside the deadline.

Payment arrangements and hardship

Agents assess eligibility against policy, set up qualifying arrangements, and route hardship cases requiring discretion to a person with the file complete.

Utilities

Billing dispute investigation

Agents pull meter data, rate history, and usage patterns, identify what actually caused the bill, and prepare the correction or the explanation.

Move in and move out orders

Agents validate the request, schedule the work, coordinate final and opening reads, and confirm the account transition across billing and field systems.

Hardship and protected status

Agents assess eligibility against regulatory protections, apply qualifying status, and escalate cases needing discretion with the assessment complete.

Practical use cases in regulated industries

  • Healthcare
    Eligibility and benefits questions, appointment scheduling, prescription refill requests, and proactive outreach for care gaps and annual enrollment, with disclosures handled automatically.
  • Insurance
    First notice of loss intake, claim status updates, and policy questions, escalating complex claims to a licensed adjuster.
  • Financial services
    Balance and transaction inquiries, card activation, and payment arrangements, inside strict authentication and compliance controls.
  • Collections and billing
    Routine payment reminders and arrangements within regulated contact rules, handing disputes off to a specialist.

Impact you can measure

Every claim below is measured in production, not modelled.

85%

Average digital containment
Counted as conversations resolved, not conversations abandoned.

$450,000

Average monthly savings
High-volume routine interactions handled end to end without a person in the loop.

$60,000

Monthly savings in engagement costs
Elastic capacity absorbs peak periods without adding headcount.

Why Rubraik Animate

Containment is measured honestly, counting resolved conversations rather than abandoned ones.

Every conversation is logged, auditable, and compliant, because the product was designed for regulated environments from the start.

Operators who manage millions of customer conversations deploy and tune it, rather than handing you the software and walking away.

Animate holds the conversation, Audit assures every interaction, Analyze turns it into insight, and Automate completes the work behind it.

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See how connected workflows create better outcomes

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