Key Takeaways
- Innov8.ag has launched Harvest Replay, a service the company describes as the first operational intelligence platform for agriculture that analyzes labor tracking in real time against environmental, agronomic, and market factors.
- The platform is currently available to existing Innov8.ag customers, with a broader rollout to new growers planned for 2027.
- Labor costs represent up to 60% or more of farm operating expenses, with apple growers in some cases seeing 100% of labor costs mapped to wholesale prices — a challenge Innov8.ag says Harvest Replay is designed to help address.
- Innov8.ag's data approach relies on payroll-grade data, which the company argues is more accurate than aggregated weather models or satellite imagery because workers are paid based on it.
- Steve Mantle's 2035 vision for Innov8.ag involves the company being embedded in the data infrastructure of the global food system, spanning genomics and breeding research through to autonomous harvest operations.
From Silicon Valley to the Orchard Floor: Steve Mantle on the Future of Farm Intelligence
When Steve Mantle recalls sitting down with a 70-year-old farm manager in The Dalles, Oregon, and watching the man's reaction as he reviewed Harvest Replay for the first time — “I've never seen anything like that. It's a whole new way of looking at things” — he uses it to illustrate what the product is trying to solve. It is the kind of moment Mantle says has shaped Innov8.ag's direction since the beginning: a career that started on sheep farms in rural Australia, continued through Microsoft's mergers and acquisitions division, and eventually led him to Eastern Washington state, where he founded Innov8.ag around one core idea — empowering growers with data.
That idea now underpins Harvest Replay, Innov8.ag's newly launched service. According to Mantle, it is the product of years spent working alongside growers, university researchers, and extension agents, and it is intended to address a persistent gap between the volume of data that modern farms generate and what growers can realistically act on day to day.
The Labor Problem Innov8.ag Is Trying to Solve
The agricultural labor challenge in the United States is well documented. What Harvest Replay attempts to do differently is bring greater analytical precision to it.
