INSIGHTS & PRACTICE

System Integration

Methods, exercises and project tools for consultants implementing business solutions.

17 publications

AI for consultants

Data governance and data lineage: quality for AI

The success of AI initiatives depends on data lineage transparency and Data Governance maturity. Learn how to avoid poor data quality traps and prepare enterprise IT architecture for AI scaling.

Business process discovery

Master Data Management: The role of Data Stewards and Owners

The transition to decentralized architectures and AI integration has revealed a critical bottleneck: the lack of clear data ownership undermines the reliability of enterprise systems.

Business process discovery

Automation antipatterns: chaos, RPA, and AI risks

How to avoid cementing inefficiencies, replace fragile RPA scenarios with reliable API integrations, and safely implement AI into operational workflows using BPMN and DMN standards.

Business analysis and requirements

Process modeling standards: BPMN, CMMN, and DMN

Effective enterprise process automation requires separating workflow orchestration, flexible case management, and business rules. Learn how to avoid hardcoded logic and identify shadow routes.

Solution design

Understanding BPM versus RPA and workflow automation

A guide to BPM, RPA, and workflow automation for IT architects. Learn how to combine BPMN, DMN, and Process Mining to avoid technical debt and achieve end-to-end orchestration.

Business process discovery

Common ECM migration errors: why IDP and workflows stall

Successful migration to modern intelligent ECM systems requires mandatory design of fallback rules in workflows and the creation of a high-quality training corpus for IDP models.

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