Simor Consulting

Category: Thought Leadership

Why most AI transformations fail (it's not the technology)
Why most AI transformations fail (it's not the technology)
20 Apr, 2026 | 04 Mins read

The CTO of a mid-size financial services firm told me they had spent $4 million on AI tooling in eighteen months. They had three large language model providers under contract, a vector database cluste

AI Enablement Programs: Building Organizational Capability, Not Just Technology
AI Enablement Programs: Building Organizational Capability, Not Just Technology
19 Mar, 2026 | 11 Mins read

A technology company built an impressive AI platform. They had GPU clusters, fine-tuning pipelines, evaluation frameworks, and a growing model registry. They opened access to any team that wanted to u

The AI Operating System: Why Companies Need an AI Foundation Layer
The AI Operating System: Why Companies Need an AI Foundation Layer
05 Jan, 2026 | 16 Mins read

A financial services firm spent eight months building an AI-powered document analysis system. When it came time to deploy, they discovered their retrieval system had no governance layer, their agent h

2025 Year-in-Review & 2026 Trends in Data & AI Architecture
2025 Year-in-Review & 2026 Trends in Data & AI Architecture
19 Dec, 2025 | 03 Mins read

2025 was the year AI moved from experimentation to industrialization. While 2024 saw the explosion of generative AI capabilities, 2025 was about making those capabilities production-ready, cost-effect