IT process automation for BaFin-regulated institutions

In institutions subject to the supervision of the Federal Financial Supervisory Authority (BaFin), the automation of IT operational processes is often associated primarily with efficiency. However, reliable execution of recurring procedures and controlled initiation in the event of disruption are more important. In environments with high documentation and control requirements in particular, standardised and automated processes reduce manual errors and strengthen operational robustness.

This is becoming increasingly relevant in light of the changing regulatory framework. Since 17 January 2025, DORA (Digital Operational Resilience Act) has been a directly applicable European standard for digital operational resilience. This means that BAIT (or VAIT for insurance undertakings) will no longer be the primary frame of reference for institutions required to comply with DORA. Although BAIT will continue to apply to institutions outside the scope of DORA during a transitional period, it will be completely repealed by 31 December 2026.

Therefore, it is short-sighted for regulated companies to consider automation solely from an efficiency perspective. The decisive factor is whether procedures function reliably in daily operations and can be fully traced in the event of an audit or disruption.

Why IT process automation is relevant for regulated institutions

Automating standard operational procedures directly addresses the core requirements of the supervisory authority for banks, insurance companies and financial service providers. It solves specific operational issues at various interfaces

Focusing resources

Manually executing routine infrastructure tasks ties up highly qualified IT specialists. Automated procedures eliminate these repetitive activities. This frees up teams and creates the capacity needed for complex digitalisation projects and refining the IT security architecture.

Reducing incident resolution times (MTTR)

In the event of an IT disruption, every minute counts in order to comply with the SLAs required by DORA. Automated runbooks flawlessly execute predefined troubleshooting steps without delay. This reduces system downtime and prevents critical transaction data from being lost.

Seamless compliance and audit-readiness

Manual documentation in text files or wikis is error-prone and difficult to justify during BaFin audits. In contrast, automated IT processes record every execution step in a tamper-proof and comprehensive manner. This operational transparency makes it much easier to prove compliance to auditors.

Strengthening digital operational resilience

Robust business continuity management is demanded by regulatory requirements. If disaster recovery scenarios can be initiated automatically at the touch of a button, they will run precisely, even in stressful situations. This ensures that critical system components remain available, thereby reducing the liability risk for management.

Criteria for identifying IT processes suitable for automation

Not all IT activities can or should be automated. For BaFin-regulated institutions, it is crucial to carry out a structured analysis of the characteristics of specific processes in order to ensure the success of automation.

Processes with high automation potential

Ideal candidates for conversion into automated workflows are characterised by clear, rule-based structures.

• Recurring infrastructure tasks
  These are tasks that are carried out identically on a frequent basis. Examples include the regular provisioning of virtual machines and the automated creation of system backups.
• Rule-based standard tasks
  Processes that follow a strict if-then pattern. Examples include technical onboarding and assigning access rights to new staff (Identity & Access Management) and installing standard software updates.
• *Self-sufficient background processes* These are activities that require no human interaction or intermediate approvals whatsoever. Examples include nightly database integrity checks and the continuous monitoring of system statuses, with an automated initial response if thresholds are exceeded.
• Processes that are error-prone and require documentation
  These are processes that are subject to strict documentation requirements, where manual typing errors can have serious consequences. Examples include the generation of regulatory reports or the reconciliation of security checklists. Automation guarantees consistent quality and a complete audit trail in these cases.

Limits of process automation in the financial services sector

Tasks that cannot be solved on a purely rule-based basis must remain in human hands.

• Complex and dynamic decision-making
  Rigid automation fails as soon as a situation requires qualitative assessment, strategic evaluation or creative problem-solving. Faulty automation in critical decision-making pathways can trigger uncontrolled chain reactions in IT operations.
• Specialised forensic expertise
  Root cause analysis of novel, complex cyber-attacks or unclear system states requires human intuition and specialist knowledge which cannot be translated into static code.
• Processes subject to rapid change
  IT processes whose underlying systems or regulatory requirements are subject to rapid change result in a disproportionately high maintenance burden when automated. In such cases, the effort involved in programming and testing outweighs the operational benefits.

Choice of tooling: Open-source base or enterprise platform?

For regulated institutions, the selection of automation tools is closely linked to security and support requirements. While free community editions (such as the basic versions of Rundeck or Jenkins) enable a rapid start for isolated proofs of concept (PoCs), they quickly reach their limits in a productive BaFin context. They often lack the granular role-based access control (RBAC), comprehensive audit logs and manufacturer support guarantees (SLAs) required by risk management.

Therefore, enterprise solutions such as Puppet Enterprise, PagerDuty Process Automation or the Red Hat Ansible Automation Platform are essential for enterprise-wide, critical IT operations. These platforms offer the necessary scalability and hardened security features. Furthermore, they can be seamlessly integrated into existing IT Service Management (ITSM) systems.

Direct tool comparison

Criterion	Open-source/community tools	Enterprise platforms
Licence costs	No direct licence fees	Predictable, usage-based subscription
Scalability	Limited; requires significant internal effort for clustering	Native high availability and multi-tenant scalability
System integration	Basic interfaces; extensive custom development required	Comprehensive, certified plug-ins for complex IT landscapes
Vendor support	Only via developer communities (no SLAs)
Regulatory features	Limited logging and access management

Technological developments in the regulated environment

From a technological standpoint, IT process automation is developing rapidly. For BaFin-regulated institutions, however, four developments are of particular strategic importance.

1. AI-assisted automation (AIOps) under supervision

Artificial intelligence (AI) and machine learning models (MLMs) are becoming increasingly prevalent in IT operations management. In the BaFin-regulated environment, however, AI is not used to make autonomous decisions. Its role is to assist with pattern recognition. AI-supported systems can analyse large volumes of log data in real time and identify anomalies early on. They can also suggest specific courses of action to the IT operations team. For regulatory reasons (MaRisk and DORA), the final execution of critical runbooks must, however, always be authorised by a human approval chain (human-in-the-loop).

2. Seamless CI/CD and ITSM integration

Automation of operational processes is increasingly merging with software development deployment pipelines. This enables technical changes to be tested and implemented fully automatically. At the same time, these changes are documented in the ticket system, which minimises the risk of misconfigurations in production.

3. Cloud-native and hybrid automation

The increasing use of hybrid cloud models means that runbooks must now operate across multiple platforms. Modern automation platforms provide consistent control of processes across on-premises infrastructures and multi-cloud environments.

4. Automated security and compliance (DevSecOps)

Automated verification of compliance policies in operational processes is becoming increasingly important, as it ensures adherence to strict DORA requirements. This can be achieved through automated vulnerability patching or continuous identity verification. Automated data loss prevention procedures also ensure that requirements are checked and met on a minute-by-minute basis.

Robust IT processes as the foundation of compliance

For BaFin-regulated financial institutions, automating IT operational processes is key to ensuring business continuity and meeting national and European supervisory requirements. This approach offers maximum regulatory certainty alongside a significant reduction in the workload of IT teams in operational areas. However, successful implementation requires an in-depth understanding of the technological platforms and the financial sector’s specific compliance requirements. Choosing the right IT service provider is therefore crucial. A partner that specialises in the specific challenges and requirements of BaFin-regulated environments can contribute significantly to this success.