Blog
Resources & insights.
Data Vault, data quality, AI, and field feedback — by the dFakto teams.
AI & Data Vault: the game-changing combination
How Artificial Intelligence and Data Vault mutually reinforce each other — from strategic foundation to AI agents in production. A complete series for data teams.
Articles
All articles
Model fundamentals, advanced technical topics, data strategy, and product news.
dFakto achieves ISO/IEC 27001 Certification, Strengthening Its Commitment to Information Security
A major milestone in protecting information and earning the trust of our customers and partners.
dFakto and Dust team up to deploy enterprise AI on reliable data
A partnership connecting Dust's AI agents to beVault's governed data foundation: traceable answers, not hallucinations.
dFakto and PCMA launch DestinAItor, the AI platform for the events industry
12,000+ event planners query certified destination data in natural language, built on beVault.
The silent duplication problem in Data Vault satellites
Satellites growing for no reason, distorted history, drifting storage costs. Anatomy of a bug that never throws an error.
Business keys in the Data Vault: building to last
The business key is the most critical decision in your model. Well-chosen, it survives migrations; poorly chosen, it condemns you to rebuild.
Why your data projects always take longer than expected
It's neither the technology nor the teams. It's the share of repetitive work that no one budgets for — and that consumes 60 to 80% of the project.
Hubs, links, satellites: Data Vault mechanics explained
Three objects, one golden rule: separate keys, relationships and context. The clear guide to Data Vault 2.0 mechanics.
Data without a model: a house with no architect's blueprint
You can stack data the way you stack bricks. Without a blueprint, the structure holds for a few months — then every new source cracks the whole thing.