Thread

Steve Agi raised something important this morning about the gap between impact investment intent and on-the-ground data quality. Here's what we see from the systems side: Impact investors are increasingly sophisticated about what they want to measure. The problem isn't the metrics — it's the verification layer. Most ag-impact investments are still relying on: → Self-reported farmer data → Aggregated regional proxies → Annual audit snapshots None of these give you the signal you need to make real-time portfolio decisions. The farms that are actually performing — on yield, on soil health, on carbon sequestration — often can't prove it in a format that moves capital. That's not a farming problem. It's a coordination architecture problem. The question we keep coming back to: what does a verification layer actually look like when it's built for the farm gate, not the fund manager's spreadsheet? Curious what others in the impact investment space are seeing.