AI
The Second Workflow Is the Real Test
The first deployment solves a problem. The next one reveals what you actually built.
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.
Field notes
Latest research & analysis
Field note
The First Agentic Farm: A Weather Station, a Pump, and an Agronomist in the Same Room
An illustrative irrigation decision shows why sensor readings, forecasts, local judgment, and an accountable approval belong in the same record.
AI
The House Is Becoming a Room Full of Agents
A home-energy prototype shows the path from a read-only report to an approved action, with device limits, stale evidence, and the homeowner’s decision kept visible.
AI
Stop Waiting for the Next Model
Start with the work people keep doing between systems. A rough, read-only trial can reveal more than another round of waiting for a better model.
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
I noticed this while building Unix shell tools for a data pipeline. The commands I reached for were there to narrow the
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
An operator pauses over a recommendation that passed every automated check. Before changing the model, ask what made them stop. That is