It is often argued that industries such as wine can no longer afford incremental change and may ultimately need to be “dragged” into the digital age. But according to Timofey Golovin, co‑founder of innovation hub Winno and organiser of the WineWayLab accelerator, the pace of change across European wine is highly uneven.
“In segments like natural or biodynamic winemaking, or among Grand Cru producers in regions like Bourgogne, tradition remains central,” Golovin told AgTechNavigator. “Some processes there are unlikely to be digitalised anytime soon, as they directly influence terroir, style, and reputation.”
In those parts of the sector, tradition is not an obstacle so much as a badge of honour. Yet Golovin is clear that reverence for heritage does not remove the need for innovation, particularly as climate volatility intensifies.
When you lose 40% of a harvest to a single April frost, as parts of Burgundy did in 2021, “even traditionalists need to look at new technologies,” he said.
Small producers, big constraints
The challenge is especially stark for the small family estates that dominate European viticulture. A typical 10‑hectare winery may understand the promise of digital tools, but struggle to justify the investment.
“Wine is a generational business with 30‑year capex cycles,” Golovin said. “You don’t replant on a whim, and investing in a €40,000 sensor platform isn’t an obvious ‘yes’ when your margins are tight.”
Unlike annual crops, vineyards tie up land, capital and identity for decades. That long-term mindset can make experimentation risky and slow down adoption even when technology is proven.
Innovation where consumers don’t see it
Resistance is not limited to the vineyard. Golovin argues that parts of the wine experience deliberately avoid visible technology.
“People going to posh wine bars with a famous sommelier would likely be disappointed by robots and digital menus,” he said. “At a countryside wine festival, people would be happier with the local farm atmosphere rather than a VR experience.”
This does not mean the midstream and downstream segments are innovation‑free. Instead, much of the opportunity lies behind the scenes. Warehouse automation, digital stock management and procurement systems are all areas seeing real traction, with platforms such as InVintory and BinWise modernising cellars without changing the consumer-facing story of wine.
Optimisation is not transformation
While sensors, software platforms and automation are increasingly common, Golovin cautions against confusing tool adoption with genuine change.
“The vast majority of what European wineries currently call innovation is sensors and dashboards layered on top of operations that haven’t structurally changed in many years,” he said. “That’s useful work, but it is not a transformation.”
Examples of advanced tools do exist – from autonomous vineyard robots such as Vitibot and Oxin, to AI‑enabled winery equipment from companies like Della Toffola. But Golovin believes their impact is limited by fragmentation.
“All these tools are not interconnected and mainly substitute bits of the same old process, rather than building a new, more effective system,” he said.
What true digital transformation would look like
For Golovin, real transformation would mean redesigning the system of wine production itself – not just improving its constituent parts.
“It should look like designing and planting a vineyard with grape varieties your appellation didn’t allow ten years ago, but that will be the best choice in three to five years,” he said. That could include drought‑resistant rootstocks, machine learning models to decide which varieties belong on which slopes in 2040, and new data relationships between growers and négociants.
At the winery level, transformation could mean near‑autonomous production decisions; predicting ageing potential by parcel; and optimising distribution with minimal human intervention.
“These are systemic shifts,” Golovin said. “They change what wine can be and where it can be made.”
Crucially, he warns that data infrastructure alone is not enough. “A vineyard with a great IoT stack and 1990s decision‑making is still a vineyard stuck in the 1990s.”
Robotics, AI and the climate imperative
Despite the structural and cultural barriers, Golovin is optimistic about the direction of wine tech innovation, particularly in robotics.
“Vineyards are a good fit for autonomy,” he said, citing structured rows, high value per hectare and chronic labour shortages. Platforms such as Robotics Plus’s Prospr are showing how an autonomous hybrid can be the chassis for spraying, scouting, and weeding modules in a single fleet.
Midstream and downstream wine tech is very promising too, thanks to agentic AI’s progress, he added. “It could change how wine will be supplied, distributed, and consumed.”
Climate change is also accelerating technology adoption – especially in newer wine regions. Producers in the UK, Scandinavia and Belgium are deploying frost protection and precision viticulture tools from day one.
“These producers don’t have two centuries of legacy to retrofit,” Golovin said.
He points to the UK’s sparkling wine industry, which has moved from curiosity to global credibility in little more than a decade. Major Champagne houses such as Taittinger and Pommery only entered the UK market in the 2010s – an already digital, instrumented era.
In contrast, regions such as Bordeaux or Tuscany face a different path, including regulatory change and the introduction of grape varieties that would once have “sounded like nonsense”.
Wine as a gateway for agtech?
Golovin agrees that wine’s high value also makes it an appealing testbed for agricultural innovation more broadly.
“There are more people eating rice than there are people drinking wine,” he pointed out. “But with wine, the value per hectare is high enough to amortise a sensor platform or an autonomous machine in a way you simply can’t with commodity row crops.”
Whether wine tech becomes a gateway for wider agtech adoption, or remains a special case that resists wider replication, remains to be seen.
Golovin clearly believes that without deeper integration digitalisation risks stopping at the dashboard. In a world of climate pressure, labour scarcity and shifting consumer habits, that may no longer be good enough.
