SAP Fioneer

Core banking, lending, policy administration and the subledger keep running for about 1,200 institutions without the AI agent, which is generally available as an add on to existing banking, insurance and finance products. Lending agents for onboarding, underwriting and monitoring are described as still being built, not as shipped product.

The shipped agent interprets prompts to trigger actions, surface insights or automate tasks, and triggering an action is acting, with no threshold, approval step or limit stated. A properly described underwriter handoff appears only in material about agents still being built, and the prompt driven design, while real, is never offered as an oversight commitment.

Results are called transparent and the agent trained on finance grade logic, phrases that identify neither what was trained nor how it is evaluated. No accuracy, validation, drift monitoring or versioning is published, and nothing says how the vendor's surrounding logic behaves across the models customers bring.

At least seven named institutions carry named executives on record, from a global reinsurer to a Japanese insurer, and Celent placed the product as a functionality standout among 31 policy administration platforms. The one quantified lending result, about 20 percent efficiency across the loan process, belongs to an unnamed European specialist bank.

Running the agent without sharing data externally, and on a model the customer controls, materially lowers exposure by design. Whether customer data trains anything, whether anything pools across institutions and what an agent retains from a session are not covered by any commitment.

Full compliance with privacy and auditability standards is asserted, which is not a disclosure of practice. The statement that data need not leave the institution covers movement, not what is kept or for how long, for a subledger holding instrument level accounting data and a lending product holding borrower documents.

The product journey surfaces no certification, attestation report or trust portal. Inheriting a parent's security posture is not the same as publishing one, and a buyer researching the platform meets no credential.

Products ship as extensions of an enterprise suite the customer runs, so no license or supervised standing attaches to the vendor. Its regulatory language concerns buyers' reporting and country requirements, which the architecture is pitched to simplify.

Development is said to align with industry standards without naming one, and a German vendor selling into European institutions takes no position on the EU AI Act. Exposure is lower while the shipped capability queries data rather than decides about customers, but the underwriting agents in development would change that with no governance position arriving alongside.

When a customer's own model runs on the vendor's agent logic over the vendor's product data and the output is wrong, responsibility splits among the model chosen, the orchestration written and the institution that acted. Nothing addresses that split, nor how a wrong action triggered in a banking or insurance process is detected, reversed or contested.

Bring your own large language model strategies sit beside models from the parent's own AI service, so the dependency is swappable and can rest with a supplier the institution has already assessed. No default model or version is named, and nothing says which capabilities work with which models.

A financial products subledger runs beside core banking and policy management. It is the accounting book for instruments between operational systems and the general ledger, inside the number that reaches audited statements. Integration is interface first on native event streaming, delivered as extensions of SAP S/4HANA and interoperating with Microsoft Copilot.

Cloud delivery rests on the parent company's global infrastructure, with no region availability or residency commitment published. Customers from Germany and Romania to Canada and Japan make in country data handling a live question left unanswered.

The agent is sold as an add on with no published price or licensing basis, whether per user, per agent or by consumption. Because customers can bring their own model, part of the running cost sits with a third party the vendor does not price.

More than 1,200 banks and insurers, about 800 of them banks, span two industries with different products. Named buyers run from reinsurance and mortgage lending to pensions administration and a German state promotional bank.