Blog

Knowledge from real projects.

No trend reports, just what actually worked in our projects – and what didn't.

95 Articles

Business Intelligence
Ailio
Latest article

Power BI Consulting: How to Assess Proposals and Scope

Choose Power BI consulting with confidence: assess proposals for data model audits, KPI documentation, clear acceptance criteria and knowledge transfer.

12 October 2026 · 6 min read

Governance & law
Ailio

AI Governance for SMEs: Roles, Rules and Approvals

AI governance for SMEs: Define clear roles, maintain an AI register and approve use cases based on risk, without slowing down useful business applications.

09 October 2026 · 6 min read

Data & AI
Ailio

AI Agents in Procurement: Which Tasks Can You Delegate?

AI agents in procurement: Learn how to compare quotes, prepare purchase orders and track deliveries with clearly defined access rights and approvals.

08 October 2026 · 6 min read

Data platform
Ailio

Data Platform Operating Costs: What Comes After Go-Live?

Plan data platform operating costs realistically: learn how storage, processing, integrations and support shape your budget after launch and as usage grows.

07 October 2026 · 6 min read

Governance & law
Ailio

How to Calculate an AI Business Case: Costs, Value and Uncertainty

Learn how to calculate an AI business case, assess costs, achievable time savings and error reduction, and prioritize investments using adoption scenarios.

06 October 2026 · 6 min read

Business Intelligence
Ailio

Measuring Data Quality: Metrics and Validation Rules for Your Team

Learn how to measure data quality with practical metrics and automated checks for completeness, timeliness, uniqueness and consistency across your data.

05 October 2026 · 7 min read

Data platform
Ailio

Kafka Implementation: Effort, Architecture and Operating Model

Plan your Kafka implementation: define architecture, topics, schemas and ownership, compare managed services with self-hosting, and assess consulting proposals.

02 October 2026 · 6 min read

Data & AI
Ailio

AI Document Processing: When Is It Worth the Investment?

AI document processing: Compare OCR, rules and language models. Learn when automation pays off, which risks matter and where human review remains essential.

01 October 2026 · 7 min read

Governance & law
Ailio

Unity Catalog Permissions: Planning Roles and Data Access

Plan Unity Catalog permissions with clear catalogs, schemas, groups and service principals. Learn how to grant access, test controls and review privileges.

30 September 2026 · 7 min read

Data platform
Ailio

Microsoft Fabric Costs: Which Capacity Do You Need?

Understand Microsoft Fabric costs: Learn how capacity, utilization, storage and Power BI licenses shape your budget, and prepare a practical capacity test.

29 September 2026 · 6 min read

Data platform
Ailio

Industrial Kafka Use Cases: When Is Real-Time Data Worth It?

Explore industrial Kafka use cases: learn when machine monitoring, order tracking and inventory synchronization need real-time data rather than batch.

28 September 2026 · 6 min read

Data platform
Ailio

Migrating Power BI to Microsoft Fabric: What Stays, What Changes

Migrating Power BI to Microsoft Fabric? Learn which reports and models you can keep and when data storage, pipelines and permissions need to change first.

25 September 2026 · 6 min read

Data platform
Ailio

Databricks Costs: How to Budget for Implementation and Operations

Plan Databricks costs with confidence: Learn how to budget for compute, cloud infrastructure, implementation and operations, and compare vendor proposals.

23 September 2026 · 6 min read