Industry

AI for Financial Services

Risk, reporting and client operations, built to survive a regulator asking how a decision was made.

Capabilities
78
Regulations in scope
5
Systems integrated
5

The constraint that defines this sector

In financial services, every automated decision must be explainable and reproducible months after the fact. Everything we build here is shaped by that before it is shaped by the technology, the guardrails, the approval points and the evidence trail are design inputs, not things added before go-live.

Integration comes before intelligence. A model that cannot reach your systems of record is a demo with good manners.

Multi-model by default, so a provider outage is a routing decision rather than an incident. Six weeks to something running in production, not six quarters to a strategy document.

Sector context

Defining constraint
every automated decision must be explainable and reproducible months after the fact
Regulations in scope
RBI guidelines · SEBI regulations · DPDP Act 2023 · PMLA and AML rules · IRDAI where insurance applies
Systems of record
core banking · trading and OMS · loan origination · SAP and Oracle financials · regulatory reporting platforms
Where we usually start
credit memo drafting

Workloads worth automating here

  • credit memo drafting
  • KYC and onboarding checks
  • regulatory report assembly
  • reconciliation
  • client communication review

Capabilities for financial services

Questions from this sector

Can we use AI in credit decisions?

With explainability, documented model governance and human review on adverse outcomes, yes. RBI expects you to be able to explain any decision that affects a customer.

How do you handle data residency?

Deployment inside Indian regions or on your own infrastructure, which is the usual requirement for regulated financial data.

AI in financial services, where would you start?

Bring us the constraint, not the technology. We will tell you what is realistic under it.

Or email bd@dtrasglobal.com · call +91 74118 77878