Our latest insights

AI-powered video intelligence is no longer reserved for organizations with Netflix's engineering resources. Here is how Bitmovin and Data Graphs make it a production reality, deployable in weeks, not years.

Governed, shared reference data is the stable vocabulary your information backbone speaks in. Without it, every system upstream and downstream (yes - including AI) is guessing, and you cannot achieve machine readability.

Why the true cost of building a governed information backbone for a high-trust environment is almost always underestimated - and what that means for your build vs buy decision.

Most AI systems get answers wrong because they lack context and cannot reliably connect the dots between data points. Structuring relationships between data enables AI to reason accurately and produce reliable, production-ready answers.

Written for organizations that already have systems, already have data, and are still asking why none of it feels reliable.

In regulated and high-trust environments, AI reliability isn't a model problem. It's a foundation problem.

Why better information architecture improves the experience of the humans in your operation - and why that makes the business case stronger, not weaker.

Why the shift to machine readability is a meaning problem, not a format problem - and what it demands from your organization.

Vector search finds what's similar, Knowledge Graphs find what's true. The most powerful private-data AI systems know when to use each.

An AI-powered multimodal knowledge graph unifies video, sports data, and AI to turn all your sports media into an intelligent, explorable hub—enabling faster analysis, richer storytelling, and deeper fan engagement across any sport.

Data Graphs' new contextually rendered data views change the way we navigate and view data in multimodal knowledge graphs.

One that exposes a well-modeled, cohesive schema or ontology in a machine-readable, easy-to-consume format. This article explains why, and outlines the other capabilities of your knowledge graph you need to expose.