Your harvest day, analyzed and narrated.
HarvestReplay™ turns the data your FairPick™ system already captures into AI-generated audio intelligence — tailored to every role on your farm, in their language, before the next shift begins.
Prioritizing existing FairPick™ and FairTrak™ customers for the 2026 harvest season in the U.S. Waitlist open for new customers starting 2027, with Latin American expansion planned.
Built on FairPick™ & FairTrak™
HarvestReplay doesn't start from scratch — it builds on the granular data that FairPick™ and FairTrak™ already capture across your operation. FairPick tracks hand-harvest productivity at the individual worker level. FairTrak extends that to mechanical harvesting, GPS crew tracking, and equipment utilization — giving you a complete picture across both harvest methods, every shift, every season.
- 12.3M
- Labor hours tracked
- 11.1M
- GPS events captured
- 13.9M
- Harvest transactions
- 10+
- Years of commercial data
- NTEP-certified, legal-for-trade
- Hand pick & mechanical harvest
- GPS crew & equipment tracking
For growers using Green Atlas Cartographer canopy intelligence or Bitwise Agronomy GreenView yield forecasting, HarvestReplay™ integrates crop load, ripening curves, and field-readiness context — connecting what your field looks like before harvest to what actually happens during picking. Learn more →
- $25K–$100K
- Small operations (≤100 workers)
- $100K–$250K
- Mid-size operations (101–999)
- $350K–$750K+
- Large operations (1,000+)
We've been running innov8.ag's crop mapping service for two years, so we have deep visibility into our canopy and crop health. HarvestReplay is the next layer — connecting what we know about our fields before harvest to what happens during harvest and how it shows up in quality. That full picture, from canopy to packhouse, is something no one else has put together for blueberry growers.
Owner/Manager, Norris Blueberry Farms · Chair, U.S. Highbush Blueberry Council
How it works
Not a chatbot. Not a dashboard. Physical AI grounded in real sensors, real harvests, and real decisions — three steps, no new hardware required.
Capture
Real sensors, real harvests. FairPick™'s NTEP-certified RFID scales capture every hand-harvest weigh event — weight, time, location, crew, and worker ID. FairTrak™ extends to mechanical harvesters and GPS crew tracking. Packhouse quality data feeds back daily. This is AI grounded in physical operations, not models trained on the internet.
Analyze
Your data, not generic models. AI integrates your verified harvest data with weather, growing degree day models, university research, partner technologies, and aggregate benchmarks — producing insights specific to your operation that no generic tool could generate.
Narrate
Intelligence that finds you. Private audio briefings generated overnight, tailored to each role on your farm. CFO hears margin benchmarks. Farm Manager hears crew deployment. Crew Lead hears shift guidance — in Spanish if that's what the team speaks. Listen on the drive in, act before the first bin hits the scale.
One platform. Every perspective.
The same data, narrated differently for every decision-maker on your farm.
CEO / CFO
What they hear: Cost-per-pound drift, margin benchmarks, season-over-season trends
"Cost per pound is up 8% vs. last week — 60% of the drift is in Block 14 where new workers are still ramping."
Farm Manager
What they hear: Crew deployment, block readiness, pace-to-goal alerts
"Crew 3 is your strongest for Draper variety — move them to Block 7 which is 2 days behind schedule."
Crew Lead
What they hear: Shift-level tactical guidance — in their language
"Hoy en el Bloque 7, prioriza las filas 12–18. El ritmo objetivo es 45 libras por hora."
HR / Payroll
What they hear: Payroll totals, dispute flags, compliance signals
"Piece-rate payroll for 84 workers is $31,200 this week. Three workers triggered FLSA minimum-wage flags — review before Friday close."
Three layers of intelligence
HarvestReplay Core
Essential intelligence
Daily audio briefings from your harvest data. Designed for operations ready to move from spreadsheets to AI-generated intelligence.
- Daily audio brief for Farm Manager
- Cost-per-pound trend tracking
- Crew performance vs. historical average
- Block-level harvest pace alerts
- Season-over-season benchmarking
HarvestReplay Pro
Full role coverage
Briefings tailored for every decision-maker — CFO, Farm Manager, Crew Lead, HR/Payroll. Multilingual delivery included.
- All Core features
- CFO margin & cost-per-pound brief
- Crew Lead shift brief (English & Spanish)
- HR/Payroll audit & dispute brief
- Weather & GDD harvest timing overlay
- Real-time congestion & deployment alerts
HarvestReplay Enterprise
Multi-location + integrations
For large operations with multiple locations, mechanical and hand-harvest, and packhouse traceability needs.
- All Pro features
- Multi-location consolidated brief
- Mechanical harvester utilization analysis
- Packhouse quality feedback loop
- StockTrak traceability integration
- Custom analytics & API access
Multi-location operations with API integration or data lake requirements? Talk to our team directly →
From field to packhouse to shelf — one data thread.
The intelligence team your farm doesn't have.
Most farms don't have data analysts, IT teams, or CTOs. We integrate university research, weather modeling, partner technologies, and aggregate benchmarks. You consume the output. We handle the complexity.
GDD & phenology
University-validated growing degree day and ripening models calibrated by variety
Weather integration
Real-time weather, frost risk, and bee-flight-hour forecasts by region
Crop load data
Green Atlas LiDAR and GreenView AI yield forecasts feed into harvest pace modeling
Market timing
Supply-weighted overlap intelligence from 28 U.S. regions via Market Insights
Benchmark database
12.3M labor hours of anonymized benchmarks across crops, varieties, and operation sizes
Your data stays yours. Period.
We know growers worry about who sees their data — and whether it could be used against them by regulators, banks, insurers, or competitors.
Your farm's data is never used to train models for competitors or shared in identifiable form
Aggregate benchmarks are anonymized and require minimum cohort sizes
You can export or delete your data at any time — no lock-in
AI decisions are explainable: you see the data behind every insight
“Can't I just do this with ChatGPT?”
You could upload a spreadsheet to a general AI tool. Here's what you wouldn't get:
Your verified sensor data
HarvestReplay uses NTEP-certified, legally verified weight and GPS data — not self-reported estimates
Multi-season context
10+ years of commercial harvest data enables accurate week-over-week and year-over-year benchmarking
University-validated models
Integrated GDD models, phenology curves, and agronomic research calibrated to your varieties and regions
Overnight automation
Briefings are ready before your first shift — no manual work, no prompts, no dashboard to check
2026 season: current customers first.
HarvestReplay is available now to growers already on the innov8.ag platform. We're prioritizing existing FairPick™ and FairTrak™ customers for the 2026 harvest season.
Not yet a customer? Join the waitlist for 2027 onboarding.
Available for blueberry, cherry, and apple operations. U.S. 2026 · Latin America late 2026.
An open platform, built for the ecosystem.
HarvestReplay integrates with the hardware, sensors, and software growers already use — and grows as the ecosystem evolves. We're actively expanding our partnership network, including new scale and weighing platform integrations launching soon.
Scale & RFID hardware
FairPick™ NTEP-certified scales, RFID readers, and weighing systems
Weather & GDD
Open-Meteo, AgWeatherNet, and NOAA forecast integration
Packhouse & traceability
StockTrak lot tracking, QC grading, and field-to-shelf traceability
Robotics & automation
Structured for integration as autonomous harvest platforms mature
Crop intelligence
Green Atlas LiDAR canopy data, GreenView AI yield forecasting
Market intelligence
Supply-weighted harvest timing via Market Insights dashboard
Model the productivity impact of adding autonomous harvest-assist to your operation — answering "what would my cost-per-pound look like if I deployed autonomy on these blocks?" Built to integrate with leading-edge providers like Burro.
Peru, Chile, and Mexico — many already use innov8.ag partner technologies for crop intelligence. HarvestReplay extends to Latin American growers later this year, with full Spanish and Portuguese audio delivery and regional agronomic models.
Hardware manufacturer, technology partner, or integration developer? Let's talk about connecting to the platform →
innov8.ag is building the operational intelligence layer for specialty crop agriculture. We believe the growers, equipment manufacturers, and technology companies that participate in this ecosystem early will define how the industry operates for the next decade. Learn about our vision and the team behind it →
Already delivering free weekly audio market briefs across 28 U.S. regions.
Listen now →