AgScoutai

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Scout is creating an AI-powered farm management platform enables growers to maximize quality, yield, and financial outcomes by leveraging computer vision, digital operational and climate/weather data, and predictive analytics to provide prescriptive actio

07/27/2026

Across Northern California, shatter showed up early this season.
Warm bloom. Cold, windy stretches. Uneven set.
Most vineyard teams can see it in the field: gaps in the cluster, blocks coming in lighter than expected, and fruit that simply isn’t where the forecast said it would be.
Shatter impacts yield, but it can also affect quality when set is uneven and ripening becomes less consistent.

The harder questions are:
How big is the impact?
And where is it happening?

When growers can answer those questions early, they can adjust production planning, refine yield forecasts, prioritize sampling, and act faster in the field. In some cases secure additional fruit to hit their production targets.

For much of the industry, that answer is still a guess. A gut-feel percentage. A vineyard-wide haircut. A number that gets folded into the forecast without really showing where the loss happened.
Shatter is driven by weather at bloom, but it doesn’t hit evenly.

It varies by variety, block, zone, and sometimes row by row.
That’s why it needs to be measured spatially, not averaged away.

More this week on what shatter really costs, and why “we think it’s down a bit” isn’t enough.

07/07/2026

The best product conversations don't happen in conference rooms. They happen in vineyard rows.

Last Tuesday we joined UC ANR Connect's Field Day at Hopland REC — part of a cohort growers themselves selected, based on the problems they want to solve that are urgently needed.

We spent the morning showing how Scout turns vineyard data into agronomic intelligence, and left with a notebook full of grower questions that will shape where we go next.

Grateful to UC ANR Innovate and Hopland Research and Extension Center for putting growers at the center of the innovation process. This is how agtech should be built.

06/23/2026

What can Scout capture in a scan?

Inventory Metrics: Block and GPS locations; productive and non-productive vine counts

Plant Metrics: Trunk thickness, cordon thickness, spur count, spur height, canopy volume

Fruit Metrics: Cluster counts, cluster heights, cluster width, cluster area, fruit volume

Captured at the plant level, analyzed at the row, block, zone and vineyard level for spatial variability. All while you are making passes on an ATV, or a Tractor.

20 times more data at up 9 miles an hour...

06/17/2026

"We don't know if we're buyers or sellers until July."
Said by a vineyard director we work with. Said by most of them, if you ask honestly.

By the time the answer arrives, you have to scramble to find buyers or to find fruit that matches your program.

A trusted yield number in June changes the conversation in July.
That's the lever a good forecast enables.

Bring your blocks.
We’ll sharpen your yield forecast.

06/05/2026

What used to take a day now takes ninety minutes.
37,354 images.
18,986 GPS points.
4 cm accuracy.
3 acres captured in 60 minutes — using standard phones and cameras mounted to a UTV or tractor.

24 acres in a day...

Manual counters, paper notes, and slow field walks used to define vineyard data collection.
This is the new way.
Scout transforms high-volume imagery and GPS data into actionable agronomic intelligence — helping teams move faster, see more clearly, and act with precision when it matters most.

Capture faster.

More Insights.

Farm smarter.

06/02/2026

78,000+ hours saved across our customers’ vineyards.
That is 78,000 hours gained.

Hours saved walking the rows looking for ribbons.
Hours saved on manual vine counts.
Hours saved on canopy checks.
Hours saved on cluster counting.
Hours saved finding missing, weak, or underperforming vines.
Hours saved from paperwork preparing nursery orders.
Hours saved from paperwork planning replant orders.
Hours saved from paperwork prioritizing grafting work.
Hours saved from paperwork turning field observations into maps, reports, and decisions.

Because precision saves time.
Precision saves money.

And precision gives teams the space to focus on the decisions that need their judgment.

Scout does not replace the work.
It puts the work where it counts.

06/01/2026

Still walking every row?

The season is moving faster than the count.
By the time manual counts are complete, bloom may be over, the canopy has shifted, and the window for action may already be closing.
Scout helps viticulture teams forecast earlier and with greater precision.
We scan every row.
We map every vine.
We create plant-level visibility across the block.
That is true precision.
Scout combines current scan data with historical averages and historical weather patterns to fine-tune the yield forecast as the season unfolds.
The result is not just a number.
It is a yield forecast map that helps teams plan labor, contracts, harvest logistics, thinning decisions, sampling, pick zones, and fruit routing with greater confidence.
Precision saves time and money.
Scout does not replace the work.
It puts the work where it counts.

05/19/2026

Growers don’t need more disconnected tools.
They need solutions that make work easier — across teams, blocks, and vineyards.
That’s what it means to farm smarter.
Automate vine counts.
Give every team a shared view of what needs attention.
Less guessing.
Less chasing information.
More action.
Focus your energy on acting on the insights — not burning calories just to collect data.

The goal isn’t more complexity.
It’s time saved — and better decisions made faster.
Learn how Scout fits into daily vineyard work.

Farm Smarter not harder..

05/14/2026

What does the future of vineyard management look like?

Our CTO and Co-Founder Mason Earles will be exploring exactly that at Vine to Mind 2026 — joining the "Future Proofing Vineyards" session alongside other visionaries in the industry at UC Davis on May 20.

He'll be joined on the panel by Brent Sams, Kim Marinelli, and Andrew McElrone

Vine to Mind brings together leaders in wine, data science, and AI to explore how the industry is evolving. This year's symposium marks the 50th anniversary of the Judgment of Paris, and we're proud to be part of the conversation about what comes next. We are happy to have many of our clients present or participate in the panel discussions throughout the week.

📍 Robert Mondavi Institute, UC Davis
📅 May 20 | 8:45 AM
🔗 Register: https://www.vinetomind.org/register

05/12/2026

Yield forecasting has always lived between intuition, fuzzy math, and fortune telling.
Cluster counts from a few vines, historical vine counts and yield averages — combined with a little intuition — and it becomes handcraft.

When it works, it feels like magic. When it’s wrong, the cost is real.

The challenge is that vineyards are not uniform systems.
Within a single block, vine performance, canopy growth, fruit load, disease pressure, and ripening can vary dramatically.

Now growers can pair intuition with plant-level data — early enough to forecast, adjust pick zones, and plan with greater confidence.

Forecast by block, row, or pick zone
Detect variability earlier
Adjust harvest planning dynamically
Improve winery and vineyard coordination

That’s what Scout was built for.

Address

Davis, CA

Website

http://agscout.ai/

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