br.AI.n in Action: AI Solutions for Banking, Healthcare, and the Public Sector

What is br.AI.n?

Many companies fail in their AI implementation not because of the technology, but because of the execution. The adesso GenAI Impact Report 2026, which surveyed 500 executives and 1,000 end customers, paints a sobering picture: Germany is evolving into a two-tier AI society. While half of the companies are scaling up, the other half is falling behind. Executives cite security risks, data protection, and a lack of governance as the biggest implementation hurdles. This is exactly where br.AI.n comes in.

adesso’s enterprise AI platform enables rapid implementations without the compromises that cause many AI projects to fail. A preconfigured Docker container brings PoC speed to production environments. The platform runs on-premises, in the cloud, or in a hybrid setup, ensuring data remains under full control at all times. Especially in regulated industries, the complete traceability of every AI decision is crucial: the award-winning Knowledge Graph (SemReasoner) makes them auditable. No black box, but explainable AI that stands up to audits and regulators.

Three concrete use cases from the banking, healthcare, and public sectors demonstrate how this works in practice.

Note: These demos show the core process in a simplified form. Real br.AI.n implementations are individually tailored to each organization’s existing system landscape, interfaces, and compliance requirements.

Use Case 1: Banking – Loan Application Processing in Minutes Instead of Days

The Pain Point: In corporate banking, loan decisions often involve processes that take days. Documents are reviewed manually, credit reports are requested individually, and decision templates are compiled according to internal guidelines. Prone to errors, time-consuming, and barely scalable.

The br.AI.n Workflow: br.AI.n fundamentally transforms this process. After uploading the loan application along with financial statements, the platform extracts all relevant financial metrics, cross-checks them against internal rating models and credit reporting services, and verifies the application against KWG requirements and sanctions lists. The result is a complete, ready-to-sign loan proposal with risk classification and a traceable rationale, directly within the core banking system.

Demo: A 2.5 million euro investment loan is applied for. Within 90 seconds, the complete loan proposal is available. The administrators approve it with a single click.

Use Case 2: Healthcare - Automatic Analysis of Treatment and Cost Plans

The Pain Point: Health insurance companies and service providers process a large number of treatment and cost plans daily, which are received through various channels. Manually reviewing each individual transaction ties up significant resources and is prone to errors.

The br.AI.n Workflow: br.AI.n automatically captures incoming documents, regardless of the channel, and classifies their content using AI. In the background, the platform checks whether all required information is present and whether the service items comply with the valid billing rules. Based on this, recommendations for action or preliminary decisions are made available directly to the claims processor, transparently documented, and traceable at any time.

Demo: A dentist submits a treatment and cost plan for a prosthetic restoration. br.AI.n recognizes the document type, checks the service items for plausibility, and determines that a justification for a special service is missing. The claims processor receives a prepared inquiry template within seconds and can forward or approve the case with a single click.

Processing time per transaction is significantly reduced, and the error rate is demonstrably lower thanks to automated plausibility checks.

Use Case 3: Public - Citizen Applications in Minutes Instead of Weeks (Specialized Procedures)

The Pain Point: Municipalities face a structural challenge: a growing volume of applications collides with scarce resources and often still paper-based processes. Processing times of several weeks are not uncommon, often with no status updates for citizens.

The br.AI.n workflow: br.AI.n automatically classifies incoming applications, checks for completeness, and proactively requests missing documents. Legal requirements are directly checked against the application via the Knowledge Graph. Straightforward cases are decided fully automatically; more complex ones are escalated with a specific processing recommendation. br.AI.n generates the final decision—including the rationale and information on legal remedies—in a legally compliant manner and sends it digitally.

Demo: A citizen submits an application for housing assistance. br.AI.n detects a missing income statement and automatically notifies her within two minutes. After the missing document is submitted, the system calculates the entitlement, generates the approval notice, and forwards it for signature. The total processing time is thus 18 minutes instead of six weeks.

Conclusion

br.AI.n demonstrates in practice what many AI projects lack: a platform that becomes productive quickly, preserves data sovereignty, and at the same time makes every decision auditable. Especially in regulated industries, this is no luxury. Departmental teams, auditors, and regulators can track at any time the basis on which a decision was made.

Curious? We’d be happy to show you how br.AI.n can be used specifically in your industry—with no obligation and in a practical way. Visit us at www.brain-solutions.ai and book your personal demo.