TCS BaNCS

A separately branded AI line pairs the estate with models, generative capability and prebuilt agents, rather than being the platforms themselves. Strip every model and core banking, lending, payments and custody keep running, as they have for decades.

Audit logging records what happened but does not decide whether an action may proceed, and no threshold, default or approval requirement is described. A no code canvas aimed at frontline staff spreads agent building into the business, with nothing on who reviews an agent before it reaches a customer.

Securities event classification reached 99.2 percent accuracy across 25 million records, a figure made readable by its stated denominator. It comes from controlled trials rather than production, with no validation method, drift monitoring or external assessment published.

Named institutions are plentiful, from an American regional banking group's chief technology officer to a European clearing bank and a Gulf digital bank, and so are numbers, such as onboarding cut from 48 hours to 15 minutes. The two never meet: every figure carries an anonymous institution or a forward looking verb, and the one tied to a named institution is a projection.

Whether customer data trains or tunes any model, whether anything pools across institutions and what an agent retains are all unaddressed. Prebuilt agents were trained on something the vendor never identifies, which weighs heavily for custody data held for competing custodians.

Privacy by design is named as a platform principle, not a position. Retention, deletion terms, subprocessors and tenant separation for a hosted platform serving competing institutions are all unpublished.

Certifications, attestation reports, audit periods and trust portals are absent from the platform material. A buyer researching a platform that holds custody records meets no security credential anywhere in the product journey.

License, registration and supervised standing are absent from the material. Hosted and managed operations for banks place it near the bank service provider examination line, a question that turns on specific service arrangements.

Bias testing is reported as a named platform component alongside audit logging and privacy by design, a described mechanism rather than an aspiration. No fairness metric, protected attribute, methodology or result accompanies it, and the source is launch coverage rather than a product specification.

Agents touching onboarding, queries and underwriting signals reach customers, and nothing says whether a customer learns a model was involved or how to contest. When an institution builds its own agent on the vendor's models and canvas, responsibility splits three ways and no allocation is published.

Machine learning, deep learning and generative capability are named as techniques, but no model, provider or version is identified. Institutions assembling agents on the canvas take on a dependency they cannot assess, and none of the parent group's technology partnerships is tied to this platform.

Core banking and securities and custody platforms both serve as systems of record, joined by an enterprise payment hub. Market infrastructure connectivity is specified in ISO 15022 and ISO 20022 messaging against a named national depository rather than generic interoperability.

A Saudi custody and cash offering supports data residency, connects to the local depository and covers the local Sunday working week, a sign of real localization. Nothing comparable is published for the rest of the global base.

Software as a service is the stated delivery model across the stack, with no tier, module structure or metering basis published. Whether agents built on the no code canvas are licensed per agent, per user or by consumption is unanswered.

Around 370 institutions span retail and community banks, credit unions and a Gulf digital bank on one side, and global custodians and clearing banks on the other, with insurance alongside. Custody and corporate actions are a separate operational discipline from core banking, with separate buyers.