MODEL · BFSI
Kuber
कुबेरIntelligence a risk office can sign off.
Kuber is AgentAnywhere's sovereign assistant for banking, financial services, and insurance. It answers regulatory questions from public RBI, SEBI, IRDAI and statutory documents and shows the passage it relied on, running inside your perimeter with a recorded trail behind every answer. Underwriting, claims and KYC assistance are work we build with you, grounded in your own policies and circulars. Talk to us about Kuber for your regulated workflows.
- Deployment
- In your perimeter — region-pinned or air-gapped. Your cloud, your jurisdiction.
- Grounding
- Answers cite the passage they rely on. Your own policies and circulars are added with you.
- Every answer
- PII masked with a Trust Receipt for each mask, requests screened for injection and unsafe output, every step recorded.
- 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.
Cited regulatory Q&A is the mature piece today. The other workflows here are what we build with you, on your documents and under your reviewers.
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 circulars, product terms, and compliance obligations from a document base, with citations to the source. Public regulatory documents are in place today; your own are added with you.
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 is recorded — 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 with the platform's trust layer in front of the model. Aavaran masks PII before the model sees it, with a signed Trust Receipt for each masking call. Kavach is designed to sit in front of the model as a proxy and screen each request for prompt injection and unsafe output. Every step of a run is recorded — the audit trail a BFSI risk function needs as a starting condition, not an afterthought.
It deploys entirely inside your perimeter, in your own cloud 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.
Work with us on Kuber.
Talk to us about Kuber for your workflows. Tell us the system, the data it may touch and the constraint, and we will show you the closest demonstration and tell you plainly what is ready today and what we would build with you.
We work with BFSI teams who want to shape Kuber against their real documents, policies, and decision workflows, with a direct line to the team. Every capability is measured against our own 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 assistant for banking, financial services, and insurance. It answers regulatory questions from public RBI, SEBI, IRDAI and statutory documents and shows the passage it relied on, running inside your perimeter with a recorded trail behind every answer. Underwriting, claims and KYC assistance are work we build with you, grounded in your own policies and circulars.
- 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 for audit.
- Where does our data go?
- Nowhere. Kuber deploys inside your perimeter — your cloud, your jurisdiction — region-pinned, or is designed to deploy air-gapped. PII is masked by Aavaran before the model sees it, and nothing customer-identifying leaves your boundary.
- How do I find out what is ready for my use case?
- Talk to us. Tell us the system, the data it may touch and the constraint, and we will show you the closest demonstration and tell you plainly what is ready today and what we would build with you.
Bring Kuber inside your perimeter.
If your data is regulated and your decisions are audited, talk to us about Kuber for your workflows.