AI consulting firm
kategos designs, governs, and embeds AI as a controlled operating layer measured against the decisions and workflows that move your business.
We work in your stack, deliver running software, and leave behind a system you can run.
These are the standards we hold ourselves to. Our clients know what they're getting from day one, and what we keep delivering long after.
Every engagement ends with a clear next move. Your team gets a decision they can run with, backed by the analysis behind it.
Each recommendation ties to a KPI, an operating lever, or a real economic result, so progress is visible from day one.
We design around the systems, data, and team capacity you have today, then grow from there.
Every intelligence system we ship comes with named ownership, clear controls, and traceable logic, so your team can extend it with confidence.
When the conditions are right, we build with you. When they're still maturing, we help shape them so the build lands well when it's time.
May 28, 2026
The pursuit of Artificial General Intelligence (AGI) has successfully transitioned from a theoretical, long-horizon research objective to a concrete, systemic reality within the global enterprise sector.
May 27, 2026
Navigating an enterprise through the disruption of functional artificial general intelligence requires a total psychological, cultural, and structural overhaul.
May 25, 2026
Discover how the neuro-agentic shift causes cognitive fatigue. Learn how chronic tech stress impacts brain circuits and how to optimize human-AI synergy.
If your organization relies on black-box APIs, you don't have an AI strategy; you have a dependency liability. We deconstruct the "The Good, The Bad, and The Ugly" of the agentic era, from 10x ROI to the rogue agents that reason their way into a cover-up.
Dr. Andrus argues that the current "Great Agentic Mystery" isn't a technical failure, it’s an architectural one. Most organizations are attempting to run 21st-century intelligence on "Pre-AI DNA," leading to an organizational immune system that naturally rejects AI value.
We move beyond the hype of chatbots to explore the reality of Semantic Malware and Shadow AI, providing the architectural blueprint for the "Strategic Governor" to regain control of the digital metropolis.
Long-form research from the kategos team: the shifts we're tracking, the operating models we're betting on next, and the questions we think every AI-native leader should be asking this year.
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Tell us what you have. We will make it possible.
