AI agents in workflow: first-line processing and BPM future
How to combine the flexibility of AI with the rigid logic of BPMN 2.0 and DMN to automate first-line request processing without security risks or operational chaos.
Anton Marrero6 min readTRADE OPERATIONS PRACTICE
Data and AI
Decision guides for contracts, orders, logistics, trade documents, finance, integrations, data and evidence-based AI.
Choose a topic
32 publications
Anton Marrero6 min readPrioritizing business processes for automation: signals, metrics, and ROI
A guide to prioritizing business processes for automation using process mining, BPMN/DMN standards, and evidence-based ROI calculation to avoid common pitfalls.
Mykhailo Vyhovsky6 min readUnderstanding 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.
Mykhailo Vyhovsky7 min readIntegrating ECM with ERP/CRM and government registries
How to eliminate information desynchronization between accounting systems and document archives, ensure legal validity, and build a seamless architecture based on ISO 15489-1 and NIST CSF 2.0 standards.
Anton Marrero6 min readCommon 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.
Serhiy Balashuk6 min readReview of 2026 ECM/DMS platforms: balancing global standards and Ukrainian QES requirements
A review of ECM/DMS platforms: how to choose a content management system that balances international scalability standards with Ukrainian legal requirements for electronic trust services.
Mykhailo Vyhovsky7 min readIntegrating AI with ECM/BPM for internal request automation
Integrating AI with existing ECM and BPM systems to automate internal requests. A practical approach to classification, data extraction, and routing.
Mykhailo Vyhovsky6 min readAI automation: How to Choose Processes That Deliver Real ROI
Learn how CIOs and IT directors can select processes for AI automation to achieve measurable business impact, rather than another pilot project without results.
Yuriy Syvytsky8 min readAI-driven ECM: The future of corporate content management by 2026
By 2026, over 70% of new enterprise content management (ECM) systems will integrate artificial intelligence capabilities to automate processes and enhance efficiency. This will transform ECM from a passive repository into a proactive decision-making tool.
Anton Marrero4 min readScriptum.Repository: Managing corporate archives in the AI era
The growing volume of unstructured data necessitates new archiving approaches. Scriptum.Repository, developed by InBase, integrates AI for efficient corporate archive management, ensuring rapid access and regulatory compliance.
Anton Marrero4 min readAI automation in DMS: strategy for CIOs
Discover how AI centers are transforming document management, minimizing risks, reducing costs, and scaling business processes.
Anton Marrero7 min readMegapolis.DocNet: The future of EDMS and AI integration by 2026
By 2026, over 80% of large corporations will integrate AI capabilities into their electronic document management systems (EDMS) to automate routine operations and enhance efficiency. Megapolis.DocNet, as a key ECM platform, is actively developing in this direction.
Mykhailo Vyhovsky4 min read