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Blog
23 February 2026 - Real ontology gives AI controls, not copies. It’s the runtime where decisions execute, not just the schema that describes your data—like most vendors’ “ontologies.”
9 February 2026 - Amdocs announced its agentic AI platform, beat earnings, then watched its stock drop 9%. Why? Investors wonder how it can survive as AI eliminates the need for consulting at scale.
26 January 2026 - Data lakes achieve semantic consistency, but in a read-only environment. To actually run AI at scale, you need that in an executable environment. That’s an ontology.
12 January 2026 - When you have 20 entities all running different systems, how do you make it all work together? Spoiler: not through vendor consolidation. There’s a faster, better way (that actually works).
15 December 2025 - The items on DR’s wishlist could actually move the needle for telcos in 2026. Consider it a holiday gift: practical advice that could save you millions and years of wasted effort.
1 December 2025 - Every vendor pitches agentic AI, but there's a hidden failure mode. Telcos are most exposed. Discover why horizontal agents break at scale—and what works instead.
17 November 2025 - Moore’s law predicts a 32x performance gain every 10 years. AI chips are delivering 1000x. Don’t base your entire infrastructure strategy on the wrong formula.
3 November 2025 - Building a BSS in one day in Düsseldorf was proof point #1. There are two more to achieve on our way to proving that BSS Magic really works.