AI
Stop Waiting for the Next Model
SkyHaven Group · Field note · AI systems · Building Stop waiting for the next model. I’m tired of watching capable people wait for
Research & advisory · Est. 2025
The mechanics of modern scale.
SkyHaven Group is a research and advisory practice working with operators and investors building at the intersection of AI, agriculture, energy, and supply chain.
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AgTech
You Can't Out-Model a Broken System
Everything being described was a model, and nothing being described was an outcome. The model works. The system around it doesn't.
AgTech
Trust Is All You Need
What 130+ agricultural leaders told us about how AI actually gets adopted and why the model is almost never the problem. Confidence
AI
AI Should Be a Filter, Not a Firehose
SkyHaven Group Overload Pipeline Standard Test Field note · AI systems · Attention AI should be a filter, not a firehose. We do not
AI
Benchmark the System, Not Just the Model
Agricultural AI should not be benchmarked like a generic model race. The real question is whether a system, using both hard and soft data, improves real decisions and outcomes in the field.
AI
What We Do Not Know
Every system begins with partial understanding Every system begins with partial understanding because it is built from the limits of what we
AI
How to Build AI Systems That Produce Real Outcomes
The goal of any system is to produce outcomes. Not outputs, but outcomes. Something changes because the system exists. Someone makes a
AI
Domain Expertise and System Design
AI systems do not exist independently. They reflect the expertise, constraints, and decisions of the people who design and operate them. Trust comes from continuity between domain knowledge and system behavior.
Supply Chain
5 Bizarre Truths About Modern Logistics That AI is Forcing Us to Confront
Introduction: The Deceptive Simplicity of A-to-B Here is a simple problem: move a thing from Point A to Point B.