Does Kuber make lending or claims decisions on its own?

No. Kuber assists a human decision-maker — surfacing risks, gaps, and context, and drafting records — with the human always in the loop for approvals and adjudication. Every answer is grounded in your approved sources and recorded as a signed Trust Receipt for audit.

Where does our data go?

Nowhere. Kuber deploys inside your perimeter — your cloud, your keys, your jurisdiction — region-pinned or air-gapped. PII is masked by Veil before the model sees it, and nothing customer-identifying leaves your boundary.

Can we try Kuber now?

Kuber is in private preview. We are onboarding a small number of BFSI design partners for early hands-on access, in exchange for shaping the model against real workflows. Talk to us about the design-partner program; general availability is targeted for September 2026.

MODEL · BFSI

Private preview · GA Sep 2026

Kuber

कुबेर

Intelligence a risk office can sign off.

Kuber is AgentAnywhere's sovereign AI model for banking, financial services, and insurance. It reasons over financial documents, underwriting and claims, KYC/AML, and regulatory questions — grounded in your own policies and circulars, running inside your perimeter with a signed Trust Receipt behind every answer. In private preview with design partners now.

Deployment: In your perimeter — region-pinned or air-gapped. Your keys, your jurisdiction.
Grounding: Answers grounded in your own policies and circulars, with citations.
Every answer: PII masked, output shielded, and closed with a signed Trust Receipt.
Designed to support: RBI FREE-AI framework, DPDP Act, and data-residency mandates.

In BFSI, a wrong answer is a regulatory event.

A bank cannot adopt intelligence it cannot govern. An underwriting suggestion, a claims decision, a customer answer — each is subject to audit, to fair-lending and conduct rules, and to a data-protection regime that will not tolerate customer records leaving an approved boundary. General-purpose AI on a public cloud fails that test before the first prompt.

Kuber is built for the institution, not around it. It runs where your data already sits, reasons from your own approved sources rather than the open internet, and proves what it did on every answer — so a risk office and a regulator can trace it, not just trust it.

What Kuber does.

Applied reasoning across the regulated work of a bank, an NBFC, or an insurer.

Underwriting & credit assist

Reasons over an application and its documents to surface risks, gaps, and policy exceptions for a human decision-maker — never an unsupervised approval.

Financial document understanding

Reads statements, contracts, and filings — structured and unstructured — and extracts what matters into a form your systems can use.

KYC / AML support

Assists onboarding and monitoring workflows — entity resolution, screening context, and case summaries — under your policy and a human reviewer.

Regulatory Q&A, grounded

Answers questions about your circulars, product terms, and compliance obligations from your own document base, with citations to the source.

Claims triage

Summarises and routes claims, flags inconsistencies for investigation, and drafts the record — with the human adjudicator always in the loop.

Auditable by construction

Every answer carries a signed Trust Receipt — what was asked, what sources were used, what was returned — ready for internal audit and the regulator.

Sovereign by construction — not by promise.

Kuber runs behind the platform's trust layer. Veil masks PII before the model sees it. Kavach shields every request and response against prompt injection and unsafe output. Every action closes with a signed Trust Receipt — the audit trail a BFSI risk function needs as a starting condition, not an afterthought.

It deploys entirely inside your perimeter, on your keys and jurisdiction: SOC 2 and ISO 27001 certified, independently assessed for HIPAA and GDPR, designed to support India's DPDP Act and the RBI FREE-AI framework. Nothing customer-identifying leaves your boundary.

Who Kuber is for.

Banks and NBFCs under RBI supervision, insurers under IRDAI, and the fintechs that serve them — anywhere the data is regulated, the decisions are audited, and “it ran on someone else’s cloud” is not an answer a risk committee will accept.

Where Kuber is today — stated plainly.

Kuber is in private preview, with general availability targeted for September 2026. Preview means preview — we state model status the same way everywhere on this site.

We are taking a small number of design partners: BFSI teams who want to shape Kuber against their real documents, policies, and decision workflows, and who get early hands-on access and a direct line to the team in return. Every capability is measured against our own execution-graded gates before it ships, and we publish numbers only when they are real.

FAQ

Frequently asked questions.

What is Kuber?: Kuber is AgentAnywhere's sovereign AI model for banking, financial services, and insurance. It reasons over financial documents, underwriting and claims, KYC/AML, and regulatory questions — grounded in your own policies and circulars, inside your perimeter, with a signed Trust Receipt behind every answer. It is in private preview, with general availability targeted for September 2026.
Does Kuber make lending or claims decisions on its own?: No. Kuber assists a human decision-maker — surfacing risks, gaps, and context, and drafting records — with the human always in the loop for approvals and adjudication. Every answer is grounded in your approved sources and recorded as a signed Trust Receipt for audit.
Where does our data go?: Nowhere. Kuber deploys inside your perimeter — your cloud, your keys, your jurisdiction — region-pinned or air-gapped. PII is masked by Veil before the model sees it, and nothing customer-identifying leaves your boundary.
Can we try Kuber now?: Kuber is in private preview. We are onboarding a small number of BFSI design partners for early hands-on access, in exchange for shaping the model against real workflows. Talk to us about the design-partner program; general availability is targeted for September 2026.

Bring Kuber inside your perimeter.

Kuber is in private preview with BFSI design partners, GA targeted September 2026. If your data is regulated and your decisions are audited, talk to us about the design-partner program.

Talk to us about Kuber