For compliance
The boundary is a document, not a vibe.
- Never advice
- Logs you can produce
- A kill switch
Handle routine service questions and onboarding steps, with strict boundaries, audit logs and human review where required.
Built for NBFCs, wealth ops teams and fintech service desks.
Scope this with usThe problem
Customers want fast answers, but the space is regulated. Anything resembling advice, or touching sensitive data, needs careful handling and a clear trail.
In practice
A customer asks how to update their address and what documents are needed. The AI explains the process, lists the documents, starts the request, and routes it to an officer for verification.
Never
Advice
Informational and admin only — written down before go-live
Logged
Every turn
Retention and region your policy already demands
Gated
Sensitive actions
Identity check + human where required
Faster
Routine service
How-to, status, documents — without a 48-hour ticket
The shift
From this
To this
What's included
How to, where to upload, what happens next — from your circulars, not from a model’s idea of a product.
Where the KYC or loan file actually sits. No invented timelines.
The list, the format, the portal link. Completeness checks; no ‘that should be fine’.
Sensitive actions wait on the check your stack already uses.
Address change, nomination, mandate — started in chat, finished by a human.
Who saw what, who approved what, how long you keep it.
App, WhatsApp, web — same boundary, same log.
Compliance can pause a topic without waiting for a vendor’s next release.
Every role connected
The boundary is a document, not a vibe.
Routine how-to leaves the queue. Exceptions arrive with the file open.
Go-live
Week 1
Compliance, legal, ops: the list of allowed intents. Written down.
Week 2
Status APIs, document lists, the identity step you already have.
Week 3
Staffed users, full logs, a kill switch tested.
Week 4+
Only after the first set has a clean audit week.
Enterprise-grade security
Product recommendation, suitability, returns — out of bounds. The model does not get a sales target.
It sees the fields the task needs. Not the whole core.
Logs live where your policy already says they live.
Anything that changes a customer record waits for an officer.
Ideal for
Service desks that need speed without a rogue advisor
Deployment
Your cloud and region, on the core and CRM you already run
Commercials
A controlled build — compliance is in the scope, not an add-on
We scope the AI tightly to informational and administrative tasks — never advice.
Sensitive actions require identity checks and, where needed, human approval.
Every interaction is logged with the retention and region controls your policy demands.
We work with your compliance team on the boundaries before anything ships.
FAQ
No. That is a hard boundary. Informational and administrative tasks only, signed off before go-live.
Yes. Logging, retention and region are part of the build, not a nice-to-have.
The layer refuses, points at a human or a registered channel, and logs the turn.
Bring the policy and the five questions that clog the desk. You leave with a written boundary and a plan for the first intents.
We’ll tell you if a platform already fits better.
A 30-minute discovery call to research the use case together. You leave with a written plan — we'll tell you if a platform already fits better.