"Imagine you could hire the best coach in the league to analyze every play, spot every weakness, and rewrite your playbook before the next play begins. Now imagine that same level of insight — for your farm."
Your harvest day, analyzed and narrated.
HarvestReplay™ meets your operation where it is today — ingesting the labor and harvest data you already collect, layering in weather, on-farm sensors, crop mapping, and industry research, and delivering daily audio briefings tailored to every role on your farm, in their language, before the next shift begins.
15-slot paid pilot now open for blueberry, cherry, and apple growers. Backed by a 2× savings guarantee — identify $20,000 in operational savings within a year of activation or we refund the $10,000 pilot fee in full.
Right now, those decisions are based on experience and intuition. And most of the time, that works.
Until it doesn't. A miscall on crew assignment costs $3,000 before lunch.
"What if, by the time your farm manager pulled into the field, the answers were already waiting? Not from checking a dashboard. Not from reading a report. From listening."
Proven at scale
A decade of operational data behind every briefing.
We meet you where you are today — ingesting the labor and harvest data your operation already collects, then layering in regional weather networks, on-farm weather and soil sensors, crop mapping, industry research, and your own historical performance. AI grounded in your physical operation, not models trained on the internet.
- 10+
- Years of commercial data
- 12.3M
- Labor hours tracked
- 11.1M
- GPS events captured
- 15.6M
- Harvest transactions
Estimated Annual Savings
- $25K–$100K
- Small operations (≤100 workers)
- $100K–$250K
- Mid-size operations (101–999)
- $250K–$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/CEO, Norris Blueberry Farms · Chair, U.S. Highbush Blueberry Council
Every role gets their own briefing
Same harvest day, three perspectives. Generated from composite farm data — 192,000 lbs harvested, 365 workers, $60K labor day.
192,446
lbs harvested
365
workers
$0.31
cost/lb blended
$600
topup (<1%)
Generated from anonymized, composite farm data across multiple operations. Individual grower data is never shared.
Review the tape. Rewrite the playbook.
Like reviewing game film — except it's your harvest. Three steps that turn yesterday's data into tomorrow's smarter decisions. No new hardware required.
Capture the tape
We meet you where you are. HarvestReplay ingests data exports from the labor management and harvest-tracking systems you already use — alongside on-farm weather and soil sensors, regional weather networks, crop mapping, industry fruit-ripening research, and your own historical crop performance. AI grounded in your physical operation, not models trained on the internet.
Study the plays
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.
Rewrite the playbook
The new playbook, delivered before the whistle blows. 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
Apply for the HarvestReplay™ Paid Pilot
$10,000 pilot fee. If your operation doesn’t identify at least $20,000 in operational savings within a year of activation, we refund the fee in full. Onboarding in about 30 minutes; first daily insights within a week.
Apply for the HarvestReplay™ Paid Pilot.
Only 15 pilot slots are open. Onboarding takes about 30 minutes using your existing labor data exports — first daily insights land within a week of activation.
$10,000 pilot fee, backed by a $20,000 savings guarantee — or your money back.
Available now for blueberry, cherry, and apple operations. Apply early — 15 slots fill fast.
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 →