Blog

Knowledge from real projects.

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

104 Articles

Generative AI
Ailio
Latest article

RAG Chatbot with Enterprise Data: How to Verify Answers

Assess a RAG chatbot with enterprise data using reference questions, source checks and access tests. Set clear acceptance criteria before you buy.

23 October 2026 · 6 min read

Business Intelligence
Ailio

Power BI Self Service BI: Enable Your Team with Guardrails

Make Power BI self service BI work with role-based learning paths, trusted semantic models, documented metrics and a practical checklist for secure sharing.

22 October 2026 · 6 min read

Industrial AI
Ailio

Predictive Maintenance with AI: Is Your Machine Data Ready?

Predictive Maintenance AI: Check whether your machine data can support a reliable pilot, compare fixed maintenance intervals and plan your next step.

21 October 2026 · 6 min read

Business Intelligence
Ailio

Business Intelligence Consulting: Requirements Before Tools

Business intelligence consulting: Use a BI requirements brief to define decisions, metrics, data sources and selection criteria before choosing software.

20 October 2026 · 6 min read

Strategy
Ailio

AI Consulting for SMEs: How to Evaluate Provider Claims

Evaluate AI consulting for SMEs with evidence: check references, data readiness, measurable deliverables and stop criteria before choosing your partner.

19 October 2026 · 6 min read

Governance & law
Ailio

Data Governance Roles and Responsibilities: Who Decides What?

Define data governance roles and responsibilities with a practical matrix, lean staffing, and escalation paths for disputed metrics and data access.

16 October 2026 · 6 min read

Data platform
Ailio

Microsoft Fabric vs Power BI: When Should You Make the Move?

Microsoft Fabric vs Power BI: Find out when Fabric makes sense for existing Power BI users, which licenses you need, and how to assess costs and benefits.

15 October 2026 · 6 min read

Data platform
Ailio

Databricks Consulting: How to Compare Project Proposals

Compare Databricks consulting proposals by work packages, deliverables, team responsibilities and operational handover—not just individual day rates.

14 October 2026 · 6 min read

Data platform
Ailio

Microsoft Fabric Consulting: What an Architecture Review Must Deliver

Microsoft Fabric consulting: Learn what an architecture review must deliver, from source systems and security boundaries to a practical implementation roadmap.

13 October 2026 · 6 min read

Business Intelligence
Ailio

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