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Insights on AI-native finance operations.

Practical thinking on financial infrastructure, AI in finance, and what it takes to build systems that actually work — from the team that deploys them.

incro named SoDA Awards 2026 Innovation winner!
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incro named SoDA Awards 2026 Innovation winner!

incro won the main prize in the Innovation category at SoDA Awards 2026 for CFO Studio - recognised as the first Polish enterprise-class tool to eliminate computational hallucinations in finance effectively.

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Financial Controlling in a Multi-Entity Group: Why the Basics Break Down at Scale
Finance Transformation

Financial Controlling in a Multi-Entity Group: Why the Basics Break Down at Scale

Controlling in a multi-entity group is a fundamentally different challenge from single-entity controlling. Why the heroic consolidation model fails and what group-level controlling architecture actually requires.

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Working Capital Across a Group: Why Cash Disappears When You Have Multiple Entities
Finance Operations

Working Capital Across a Group: Why Cash Disappears When You Have Multiple Entities

In a multi-entity group, cash often looks fine at consolidated level while individual entities face liquidity pressure. Understanding the pooling illusion — and building genuine group cash visibility.

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Why Your Group Dashboard Lies — And How to Build One That Doesn't
Finance Transformation

Why Your Group Dashboard Lies — And How to Build One That Doesn't

Consolidation dashboards fail not because of tool selection but because of the data architecture underneath. How to identify and fix the structural causes before the next BI implementation.

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