BLOG

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!
News

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.

Read more
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Group Financial Planning: Why Single-Entity Planning Logic Breaks Down Across Multiple Business Units
FP&A

Group Financial Planning: Why Single-Entity Planning Logic Breaks Down Across Multiple Business Units

Financial planning in a group is a coordination and data architecture problem, not a methodology problem. The five structural challenges that make group-level planning consistently unreliable.

Read more
Cost Visibility Across a Group: Why Savings Initiatives Fail When the Data Isn’t There
Finance Operations

Cost Visibility Across a Group: Why Savings Initiatives Fail When the Data Isn’t There

You cannot optimize what you cannot see. At group scale, cost visibility is a structural challenge before it is an analytical one. Why cost reduction initiatives in multi-entity groups consistently underperform.

Read more
Your Group’s Finance Function Wasn’t Built for the Structure You Now Have. Here’s How to Fix It.
Finance Transformation

Your Group’s Finance Function Wasn’t Built for the Structure You Now Have. Here’s How to Fix It.

The finance function was built for one entity and stretched across many. The symptoms — late reporting, contested numbers, hero-dependent consolidation — are not operational failures. They are structural ones.

Read more
AR at Group Scale: How Inconsistent Invoice Processes Across Entities Quietly Destroy Your Liquidity
Finance Operations

AR at Group Scale: How Inconsistent Invoice Processes Across Entities Quietly Destroy Your Liquidity

In a multi-entity group, accounts receivable is a patchwork of entity-level practices with different terms, escalation thresholds, and collection protocols. The group-level visibility problem this creates.

Read more
AI Won’t Fix Your Consolidation Problem — But Here’s What It Can Do for a Group CFO
AI in Finance

AI Won’t Fix Your Consolidation Problem — But Here’s What It Can Do for a Group CFO

AI in finance requires a clean data foundation to deliver value. In a group with inconsistent entity data, deploying AI automates the wrong output faster. The sequencing that actually works.

Read more
6 Steps to Implementing BI Across a Multi-Entity Group — What the Standard Playbook Gets Wrong
Finance Transformation

6 Steps to Implementing BI Across a Multi-Entity Group — What the Standard Playbook Gets Wrong

The standard BI implementation playbook underestimates group-level complexity by 3–5x. What the six steps actually require when consolidating data across multiple entities and ERPs.

Read more
What Business Intelligence Actually Means for a Group CFO — and Why Most Implementations Miss the Point
Finance Transformation

What Business Intelligence Actually Means for a Group CFO — and Why Most Implementations Miss the Point

BI implementation fails in multi-entity groups not because of tool selection but because of the absence of a clean data foundation. What a Group CFO should demand before any dashboard is built.

Read more
Revenue Recognition Across a Group: When Each Entity Plays by Different Rules
Finance Operations

Revenue Recognition Across a Group: When Each Entity Plays by Different Rules

Revenue recognition inconsistency across a group is one of the most consequential and least visible finance problems. Why IFRS 15 compliance at entity level does not guarantee consistency at group level.

Read more
No results found. Try a different keyword.