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Analyst Blog
January 21, 2026

Agentic Automation Doesn’t Fail at Reasoning. It Fails at Inputs.

Data to Decisions
Most enterprise AI failures aren’t caused by bad models. They’re caused by teams trying to scale automation on top of search-era infrastructure. This article is about what breaks after the demo and what you have to build differently.
Michael Ni
Analyst Blog
January 21, 2026

Constellation Research's AI-First Service Firms

Future of Work
Legacy organizations caught between two S-curves must quickly decide whether to start from scratch and migrate, or to modernize their technical debt within their existing organizational structures. Organizations embracing an AI-first approach will make the key architectural shift needed to gain an attacker’s advantage.
R "Ray" Wang
Analyst Blog
October 01, 2019

Order out of chaos

Data to Decisions
Why is blockchain the way it is?...
Steve Wilson
Analyst Blog
August 29, 2019

Patient IDs: safety in numbers

Future of Work
lt;pgt;We take far more care with credit card numbers than health and human services IDs. Why?lt;/pgt; ...
Steve Wilson