Research & Case Studies

From the Field

Practical insights on AI agents, cloud architecture, IoT, and deploying technology in the world's hardest environments — from 12+ years in the field.

📚 Knowledge

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AIAutomationLLM Agents

AI Agents vs AI Workflows vs AI Automation — What's Actually Different?

Three terms get thrown around interchangeably — but they're fundamentally different tools for different problems. A practitioner's breakdown from someone who builds all three.

March 26, 20267 min read

📄 Whitepapers

AIComputer VisionConstruction Tech

Local vs Cloud Vision Models for Construction Documentation — A 7-Model Benchmark

We benchmarked 7 vision AI models on real construction photos, permits, and structural PDFs. The results: a three-model architecture that saves 93% on costs while improving accuracy on the documents that matter most.

April 1, 202618 min read