MycoSense AI

What MycoSense AI does

MycoSense AI (legal entity: MycoSense Inc., Swiss UID CHE-289.487.509) is a privately held agricultural technology company founded in 2021 and headquartered in Cully, Switzerland. It develops harvest optimization technologies exclusively for the industrial mushroom farming sector — an unusually narrow vertical specialization within the broader AgTech landscape. The company's platform combines 3D scanning, purpose-built sensors, IoT connectivity, and neural networks trained on mushroom-specific data, with inference running on NVIDIA Jetson Orin edge hardware. Operating geographies span Switzerland, the Netherlands, Germany, Belgium, Canada, and the United States, with named deployments at Wauwiler Champignons, Geurts Champignons, Dohme Pilze, Gerber Champignon, CabaneCie, Regal Mushrooms, Pilzland, Deckers Rheinische Pilz-Centrale, and Mjko GmbH, plus equipment-manufacturer relationships with GTL Europe and GrowTime.

The product portfolio centers on three integrated offerings. Harvest Manager ERP (also branded MFOS — Mushroom Farm Operating System) is a desktop and mobile application for production forecasting, harvest planning, staff planning, cold room inventory, sales planning, and multi-facility consensus coordination. Spotlight Pointer is a hands-free, wearable harvesting assistant (1.15kg net, 4-hour swappable battery) that projects visual indicators onto mushroom beds to guide pickers, with company-reported productivity gains of 20-37% in customer trials. Cruise Control extends Spotlight's perception to motorized trolleys and hanging lorries from manufacturers such as GrowTime and Limbraco, dynamically adjusting vehicle speed based on detected mushrooms. Early disease detection via computer vision is positioned as a roadmap focus area.

MycoSense monetizes through hardware sales of the Spotlight device (price on application; 2024 limited first production run, first-come, first-served) plus subscription-based Harvest Manager software. Distribution combines direct enterprise field sales embedded within partner farms with OEM integrations that route MycoSense technology into farms via equipment manufacturer product lines. With 1-10 employees and no disclosed institutional funding beyond a 2022 IMD Startup Competition prize, the company is in an early commercial stage where revenue is not publicly disclosed, but execution signals — including fleet-wide Wauwiler deployment, six-country customer footprint, and a 2024 Microsoft/Lerneki Top 3 AI innovation award — suggest traction ahead of scale.

Name

MycoSense AI

Legal name

MycoSense Inc.

Website

https://mycosense.ch

Company type

Private

Founded year

2021

Operating status

Operating

Headcount range

11–50 employees

Short description

MycoSense AI builds AI-powered computer vision and ERP software that optimizes harvest operations for industrial mushroom growers. Its Spotlight wearable and Harvest Manager ERP serve enterprise mushroom producers across Europe and North America, improving picking speed by 20-37%.

Ownership category

akta.pro rank

Product category

Agricultural Technology / Mushroom Farm Automation

NAICS

Farm Machinery and Equipment Manufacturing (333111)

SIC

Farm Machinery & Equipment (3523)

akta.pro primary industry

Robotic Harvesting & Picking Systems (Fruit/Vegetable harvest robots) (AFAAAGAD)

akta.pro secondary industry

Crop Scouting & Pest/Disease Detection (Digital Scouting, Computer Vision, Alerts) (AFAGALAI)

Keywords

• Mushroom farming software
• Harvest optimization sensors
• Agricultural computer vision
• Farm ERP systems
• Picking assistance devices

Headquarters

HQ city

Cully

HQ country

Switzerland

HQ region

Europe

Offices2 records

Markets served

GTM type

B2B

Offering type

Hardware or Manufacturing

Cost components

Technology or R&D, Supply Chain, Personnel, Marketing or Sales, Operations

Revenue model

1. Hardware Sales - Spotlight Device: Spotlight harvesting assistant device sold to mushroom growers. Device is mounted on picking carts or lorries. Limited production with first-come, first-served basis. Weight: 1.15kg net device, 1.6kg with battery.
2. Harvest Manager ERP Software: Mushroom Farm Operating System (MFOS) sold as desktop and mobile applications. Includes modules for growing room management, harvest planning, staff planning, cold room inventory, sales planning, and consensus forecasting.

Pricing tiers

Go-to-market motion2 records

Distribution channels2 records

Marketing channels4 records

Core offering

MycoSense AI develops harvest optimization technologies for industrial mushroom growers, combining a Harvest Manager ERP (Mushroom Farm Operating System) with the Spotlight intelligent harvesting device and a Cruise Control add-on for motorized trolleys. The platform uses 3D scanning, specialized sensors, neural networks, and computer vision to deliver real-time growth forecasting, harvest planning, early disease detection, and picker guidance on commercial mushroom farms.

Product overview

MycoSense develops a modular technology platform for industrial mushroom growers, centered on three core products that work together to optimize the harvest cycle. The flagship Harvest Manager ERP serves as the central operating system, providing desktop and mobile apps for production forecasting, harvest planning, staff management, cold room inventory, and sales coordination across multiple facilities. Spotlight Pointer is an intelligent harvesting assistant that uses computer vision and neural networks to detect mushrooms and guide pickers via projected visual indicators, reducing training time and increasing picking speed by 20-37%. Cruise Control is an add-on that extends Spotlight's capabilities to motorized trolleys and lorries by automatically adjusting vehicle speed based on mushroom detection, optimizing yield and efficiency. The platform is configurable for various farm infrastructure types including Dutch shelves, tilted shelves, and wooden trays.

Differentiator

Problem solved

Functional benefit

Brands

• Harvest Manager: Mushroom Farm Operating System (MFOS) - Desktop and mobile app for forecasting, production planning, staff planning, and cold room stock review for industrial mushroom growers
• Spotlight
• Cruise Control

Products and services

• Harvest Manager ERP Desktop and mobile Mushroom Farm Operating System (MFOS) that provides production forecasting, harvest planning, staff coordination, cold room inventory management, sales planning, and consensus forecasting for industrial mushroom growers. Runs on iOS, Android, Windows, and Mac, supporting both offline and online operation across multiple facilities.
• Spotlight Pointer Hands-free, wireless intelligent harvesting assistant that uses computer vision and neural networks to detect white and brown button mushrooms on beds and project visual picking indicators, with five size selectors from 20mm to 120mm. Weighs 1.15 kg net (1.6 kg with battery), offers 4-hour battery life with mid-day swap, supports luminosity adjustment, and is compatible with Dutch shelves, GTL tilting shelves, and various trolleys and lorries.
• Cruise Control Add-on module that uses the Spotlight device as the 'brains' of motorized trolleys and hanging lorries, automatically adjusting vehicle speed to optimize harvesting based on mushrooms detected on beds. Integrates with Limbraco and GrowTime Pascal trolley systems.

Quantifiable outcome

• New pickers 30-40% faster with Spotlight
• +4 more outcomes

Named customers11 records

Segments3 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability6 records

Feature5 records

Partnerships

15 partnerships are on record, tiered core, supporting and minor.

• Wauwiler ChampignonscoreStrategic or Co-development PartnerLeading Swiss mushroom producer (75T/week, 100+ pickers, 31 growing rooms). Deep collaboration on Spotlight development and testing. Hosted 3-month trial showing 20-37% picking speed improvements. Ordered Spotlights for all pickers after trial.
• Gerber ChampignoncoreStrategic or Co-development PartnerSwiss mushroom grower partner working with MycoSense on technology deployment.
• Dohme PilzecoreStrategic or Co-development PartnerGerman mushroom grower partner; Spotlight deployed on GTL Tilting Shelves infrastructure.
• PilzlandsupportingTechnology or IntegrationMushroom farm infrastructure company; partner for equipment integration.
• CabaneCiesupportingStrategic or Co-development PartnerSwiss mushroom grower partner.
• Regal MushroomssupportingTechnology or IntegrationMushroom farm infrastructure partner.
• Swiss Food ResearchsupportingStrategic or Co-development PartnerSwiss research foundation supporting agricultural innovation.
• EuroStarssupportingStrategic or Co-development PartnerEuropean research program supporting innovation in SMEs.
• Deckers Rheinische Pilz-CentralesupportingStrategic or Co-development PartnerGerman mushroom producer partner.
• Canton de VaudsupportingStrategic or Co-development PartnerLocal Swiss government providing support to the company.
• PromoveminorStrategic or Co-development PartnerLocal regional development organization in Switzerland.
• GTL EuropecoreTechnology or IntegrationLeading European mushroom farming equipment manufacturer; has equipped a number of farms around the world with MycoSense Spotlights.
• GrowTimecoreTechnology or IntegrationManufacturer of mushroom harvesting lorries, trolleys and other equipment; implemented MycoSense Cruise Control for Spotlights on their trolleys and lorries.
• Geurts ChampignonssupportingStrategic or Co-development PartnerOne of the leading Dutch mushroom producers; featured in customer video.
• Mjko GmbHsupportingStrategic or Co-development PartnerOne of the top four German mushroom producers; used MycoSense Spotlight in recruiting videos for harvesters.

Scale indicators3 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• iUNU: iUNU builds AI-powered computer vision ("LUNA") for greenhouses and indoor agriculture, tracking plant growth and detecting anomalies. Closest analog to MycoSense's Spotlight in terms of architecture (camera + edge compute + ML on indoor crops), differing mainly in target crop (greenhouses vs. mushrooms).
• Iron Ox: Iron Ox develops robotics and AI systems for indoor produce farming, including autonomous harvest assistance. Directly comparable architecture (sensors + ML + robotic actuation) targeting labor optimization in controlled-environment agriculture.

Emerging players

• 30MHz: 30MHz provides an IoT sensor and data platform for greenhouses and indoor farms. Adjacent in producing analytics on indoor growing conditions, though without the AI-harvest-robotics component that defines MycoSense.
• Plantix (PEAT): Plantix builds AI image-recognition for early crop disease and pest detection. Directly comparable on MycoSense's early disease detection module, though Plantix focuses on field crops via mobile imaging rather than indoor industrial operations.
• Small Robot Company: Small Robot Company develops field agricultural robots with computer vision and AI for arable farms. Comparable on the agricultural robotics architecture (vision + ML + actuation) but targets broad-acre crops rather than indoor mushroom production.
• Naio Technologies: Naio Technologies builds autonomous agricultural robots (weeding, hoeing) using vision systems. Comparable on agricultural robotics stack though targeting outdoor specialty crops rather than indoor picking.
• Taranis: Taranis provides AI-powered aerial crop intelligence and field scouting. Comparable on computer vision for crop monitoring and anomaly detection, though applied at field-scale via aerial imaging rather than indoor industrial operations.

Broad incumbents

• Priva: Priva is an established Dutch provider of climate, irrigation, and process automation for horticulture. Comparable in the indoor-farming software-and-automation category but serves a broader greenhouse and vertical-farming market rather than specializing in mushroom harvest AI.
• SICK AG: SICK is a large German industrial sensor and machine vision vendor with applications across agricultural automation. Comparable on the underlying 3D vision and sensor stack used in Spotlight, but as a broad industrial supplier rather than domain-specialized AI.
• Keyence: Keyence is a global leader in machine vision sensors and industrial automation. Comparable on the edge vision system that powers MycoSense's Spotlight, but operates across many industrial verticals rather than mushroom-domain focus.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks7 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/mycosense

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds1 record

Investors1 record

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about MycoSense AI