Use Nexeed Field Systems to connect climate, root-zone, fertigation, vision, device, and work data, turning the greenhouse from opaque to observable, recordable, and traceable.
Escher
Make Agriculture Computable
With Nexeed, move farming from experience-led operations to agentic collaboration.
Nexeed connects field hardware, device events, operational data, agricultural knowledge bases, and AI agents, helping parks and enterprises manage production, trace issues, calculate costs, and review decisions.
500+Farms served
13.3 million m²Controlled-agriculture area served
Nearly 100proprietary intellectual property
7×24Always-on intelligent service
Intelligent Sensing
Collect climate, crop, and device data in real time to build full-field greenhouse awareness.
Intelligent Decision-making
Generate explainable and executable production and business recommendations through multi-agent analysis.
Execution Control
Connect climate control, fertigation, lighting, shading, and work orders so recommendations turn into field action.
Knowledge Capture
Turn expert experience, enterprise SOPs, and historical cases into a reusable intelligence layer.
Why Nexeed
Controlled-environment agriculture does not need another isolated device or app. It needs an AI operating system that can keep running.
Modern greenhouse operations are becoming capital-intensive, complex, and highly collaborative. Business results depend on whether field data, workflows, expert knowledge, and AI agents can form one closed loop.
01
Many devices, but no shared field truth
Sensors, cameras, fertigation, climate control, and manual inspections often run separately. Data is scattered across systems and spreadsheets, making it hard to reconstruct what happened on site.
02
Busy management, unclear issue closure
Issue detection, task assignment, resolution, and accountability often lack a unified process. Teams rely on experience and chat groups, which makes review and improvement difficult.
03
Plenty of data, unclear business numbers
Production, inventory, harvest, orders, costs, and loss are split across many steps, making it hard for owners and parks to judge efficiency, profit, and risk in real time.
04
Valuable expertise, hard to scale across teams
The knowledge of technicians, senior growers, and managers often stays with individuals. It is hard for enterprises to turn that experience into searchable, trainable, and transferable capabilities.
About Escher
Focused on AI + controlled-environment agriculture, turning expert knowledge into computable capability
Escher is a Kunming-based technology company focused on AI+ controlled-environment agriculture. With the mission to make agriculture computable and nearly 100 proprietary IP assets, Escher builds Nexeed, an AI operating system for real agricultural production and business workflows. Nexeed combines field hardware and edge infrastructure, an agricultural AI brain, an AI-native operations workspace, and industry knowledge bases to help parks and enterprises move from experience-based management to agentic collaboration.
500+Farms served
13.3 million m²Controlled-agriculture area served
Nearly 100proprietary intellectual property
7×24Always-on intelligent service
Ministry of Agriculture and Rural Affairs
Outstanding smart agriculture case
World 5G Convention
Top 10 application cases
Data Factor x Competition
First prize in modern agriculture
Xiaomi ecosystem company
Ecosystem partner
35Dou
Top 20 modern agri-service enterprises
Yunnan Department of Science and Technology
Major science and technology program
Yunnan Development and Reform Commission
Representative digital application case
Yunnan Province
Digital agriculture demonstration base
Smart Agriculture Industry-Education Committee
Vice Chair Organization
Specialized and innovative SME
Certified qualification
Unified Product System
One system connecting field operations, data, knowledge, and agents
Nexeed is not a single device or a single software platform. It is an AI operating system for controlled-environment agriculture. Built on trusted field data, an agricultural AI brain, and an AI-native operations workspace, it serves government parks, enterprise farms, and vocational education scenarios.
Field Layer
Nexeed Field Systems
Field hardware and edge infrastructure connect climate, root-zone, fertigation, vision, edge AI, device linkage, mobile terminals, and secure operations to create a trusted data entry point.
- Accurate field data
- Connected device status
- Traceable key actions
Intelligence Layer
Nexeed AgriBrain
AgriBrain is the agricultural AI hub, combining industry knowledge bases, enterprise knowledge bases, domain models, RAG retrieval, model services, and tool calling.
- Reusable industry knowledge
- Enterprise experience captured
- Grounded AI reasoning
Work Layer
Nexeed WorkAgents
Nongxiaoxin is the AI-native operations workspace, bringing tasks, inspections, issues, harvest, inventory, costs, and agent collaboration into one place.
- Collaborative production workflows
- Traceable business data
- Expandable agent ecosystem
Industry Edition
Nexeed Flora Brain
Flora Brain is the floriculture edition, capturing flower knowledge bases, floriculture domain models, cultivar experience, and agent templates.
- Flower knowledge captured
- Flower models available
- Flower expertise scalable
Work Layer Architecture
AI-native production and business workspace
Nongxiaoxin is Nexeed's unified customer-facing workspace. It brings tasks, inspections, issues, harvest, inventory, costs, and AI agents into one operating surface so field staff, agronomists, managers, and digital workers can work from the same production and business facts.
One entry point for operationsOne fact base for decisionsOne loop for reusable knowledge
Nongxiaoxin WorkAgentsAI-native production and business workspace
Business entryProduction executionTasks / inspections / farm work / work orders
01Business managementProcurement / inventory / sales / costs
02Management cockpitAlerts / reports / reviews / decisions
03Climate AgentFertigation AgentPest & Disease AgentField Management AgentPost-harvest AgentBusiness Analytics Agent
Unified business factsOrganizations, farms, greenhouses, zones, batches, cultivars, people, inventory, orders, costs
Trusted field dataClimate, root-zone, fertigation, vision, devices, work records, issues, outcomes
Multi-agent collaborationLet agents participate in daily work and bring AI into real workflows
Reliable productionTraceable issuesCalculable costsReusable experience
Nexeed Hardware System
Start with trusted field data and build a complete operating loop
Nexeed is Escher's field infrastructure product line, not a single hardware device. It connects sensing, edge computing, actuation, and secure operations into an agentic greenhouse hardware system.
From field operations to business management, from data to decisions
Agricultural operations no longer need to rely only on experience, spreadsheets, and group chats. They can become executable, traceable, calculable, and reviewable.
Unify organizations, people, farms, greenhouses, zones, batches, cultivars, tasks, inspections, harvest, inventory, orders, and costs into one business foundation.
Nongxiaoxin WorkAgents keep expanding across climate, fertigation, pest and disease, field management, post-harvest, sales, inventory, and cost scenarios, bringing AI into real workflows.
AgriBrain and Flora Brain turn expert experience, enterprise SOPs, historical cases, industry patterns, and model capabilities into searchable, inferable, and reviewable knowledge assets.
Through dashboards, reports, alerts, Q&A, and reviews, Nexeed connects production processes, issue loops, and business outcomes to help management judge risk, efficiency, and costs.
Complete Loop
Move agricultural production from experience-led work to agentic collaboration
Nexeed is more than data collection or report generation. It turns sensing, collaboration, discovery, analysis, decision-making, and optimization into a continuous production and business loop.
01
Sense
Collect climate, root-zone, vision, device, work, and manual inspection data to form field facts.
02
Collaborate
Human staff, the Nongxiaoxin workspace, and digital workers collaborate around tasks, work orders, and issues.
03
Discover
Use inspections, alerts, issue maps, and agent reminders to identify production and business anomalies in time.
04
Analyze
Use industry knowledge bases, enterprise knowledge bases, and domain models to analyze causes, trends, and business impact.
05
Decide
Generate recommendations, reports, alerts, and review results to support better management decisions.
06
Optimize
Feed results back into knowledge bases, models, and SOPs to continuously improve cost, quality, yield, labor, and management efficiency.
Scenarios
One Nexeed system for parks, enterprises, and vocational education
Nexeed keeps one unified foundation and presents different editions by customer and goal: parks focus on industrial operations and demonstration acceptance, enterprises focus on production and cost accounting, and vocational education focuses on real workflows and job training.
Nexeed AI Operating Platform for Controlled-Agriculture Parks
For modern agricultural parks, industrial platforms, and government projects, Nexeed builds an AI operating platform that can be visited, accepted, reported, and replicated.
Typical value includes industrial service capability, park enterprise digital management, regional data aggregation, demonstration and acceptance support, and ongoing industrial operations.
Nexeed AI Production and Business Management System
For scaled growers and controlled-agriculture farms, Nexeed improves production collaboration, risk alerts, quality stability, and cost accounting.
Typical value includes manageable production, traceable issues, calculable costs, profitable operations, and captured enterprise experience.
Nexeed AI Training Platform for Real Controlled-Agriculture Workflows
For vocational colleges and industry-education integration projects, Nexeed turns real agricultural workflows, data, and job tasks into a smart agriculture training platform.
Typical value includes bringing real scenarios into classrooms, training job tasks, evaluating teaching processes, showcasing program development, and implementing industry-education integration.
Multi-crop Replication
Start with flowers, then scale to more controlled-agriculture scenarios
Nexeed is not limited to one crop. With unified business objects, device events, operational data, and an agricultural AI brain, the system can expand from flowers to vegetables, fruits, medicinal herbs, mushrooms, seedlings, seed industries, and other controlled-agriculture scenarios.
Flowers
Cut flowers, potted flowers, seedlings, flower parks, and floriculture enterprise management.
Vegetables
Production management and climate control for greenhouse tomatoes, cucumbers, leafy greens, peppers, and more.
Fruits
High-value greenhouse fruits such as strawberries, blueberries, grapes, and berries.
Medicinal herbs & specialty crops
Standardized cultivation and quality tracking for gastrodia, notoginseng, mushrooms, herbs, and specialty crops.
Seedlings & seed industry
Seedling propagation, cultivar evaluation, trial demonstrations, and research data capture.
Cases
From national industrial parks to enterprise farms, Nexeed is already operating in real production sites
Escher's cases cover industrial parks, leading floriculture enterprises, research institutes, and growers. The system can support regional platforms and also operate at the level of a single greenhouse, batch, or farm task.
Lijiang Modern Flower Industrial Park
The park is introducing Nexeed across post-harvest prediction agents and full-process cultivation management. Combined with UAV autonomous patrols, robotic inspections, and 3DGS digital twins, park management is moving from chat groups and paper notes to a data platform and AI command center.
UAV autonomous patrol
Intelligent route planning that reduces heavy manual inspection work.
3DGS digital twin
Build 3D digital twins for immersive walkthroughs and command dispatch.
Full-field sensing network
Multi-parameter sensors monitor greenhouse microclimate changes in real time.
Agile anomaly response
Second-level anomaly alerts and fast adjustments reduce production risk.
Aibida Integrated Agent Enablement Platform
Leading floriculture enterpriseNexeed Industry Edition connects environment monitoring, farm operations, harvest data, and yield prediction, supporting a full transition from experience-led growing to data-driven operations.
Kaiyuan National Flower Industrial Park
National industrial parkServing a national modern agriculture park, Escher helps build collaboration among government, platforms, village collectives, and growers, providing digital upgrades, cultivation guidance, and supply-chain connection.
Yunnan Academy of Agricultural Sciences
Research collaborationA computable agriculture simulation and trial platform connects experimental data capture, collaborative analysis, and research translation, upgrading field trials toward digital-twin simulation.
Baiyi Flower Industrial Park
Industrial platformCovering 40 monitoring points and 13 demonstration bases, the project combines IoT monitoring, GPU agricultural computing, robotic patrols, AR management, and VR display.
Hexian Flowers
Small and medium growerWith Nexeed IoT monitoring, field risk alerts, and fertigation suggestions, the farm moves from experience-only greenhouse checks to data-driven flower management.
Luo Chunhua Farm
AI cultivation guidanceFrom chrysanthemum transplanting, blackout, and supplemental lighting to harvest, key farm tasks are digitally managed end to end, with device linkage stabilizing production rhythm and standardizing operations.
Who We Serve
Serving customers and key roles across the agriculture ecosystem
Nexeed can work for a single farm and scale into park or industrial platform capabilities, helping government parks, agricultural enterprises, farms, vocational colleges, research institutes, and ecosystem partners understand value from their own perspective.
Governments & Parks
Build regional AI operating platforms for controlled-environment agriculture and create showcaseable, operable, continuously upgradable industrial service capabilities.
Typical value
Scaled enterprises
Unify data definitions across farms, departments, and crops so production, sales, finance, and management make decisions from the same facts.
Typical value
Farms & Growers
Start with frequent issues such as climate, pest and disease, fertigation, post-harvest, inventory, and costs to reduce loss and improve delivery stability.
Typical value
Colleges & Research Institutes
Turn real industrial workflows, data, and job tasks into teaching, research, training, and showcase capabilities.
Typical value
Ecosystem partners
Build an AI service ecosystem for controlled-environment agriculture with equipment, agri-input, channel, finance, research, and industrial service partners.
Typical value
Business Model
From project delivery to subscribable, repeatable, and scalable AI services
Escher's long-term value comes from field hardware entry points, business data capture, continuous agent expansion, and knowledge asset operations. Nexeed supports project delivery while evolving into subscribable, upgradable, and repeatable AI services for controlled-environment agriculture.
Hardware entry
Nexeed Field Systems
Configure field hardware and edge infrastructure by park, farm, greenhouse, and device foundation to create real data entry points.
Platform service
Nexeed WorkAgents
Provide an AI-native production and business workspace around tasks, inspections, issues, harvest, inventory, costs, and agent collaboration.
AI brain
AgriBrain / Flora Brain
Provide industry and enterprise AI hub services, capturing knowledge bases, model capabilities, and business decision foundations.
Ecosystem growth
Industrial services and partner co-building
Connect with parks, equipment, agri-inputs, channels, finance, research, and education partners to expand the boundary of AI services for controlled-environment agriculture.
Book a Consultation
Build future-readyintelligent digital agriculture infrastructure
Whether you are a grower, government park, industrial platform, investor, or ecosystem partner, you can start from one high-value scenario and work with Escher to make agriculture observable, computable, and collaborative.
- 30-minute discovery of your scenario and pain points
- One-on-one solution discussion and roadmap planning
- Start with a high-value pilot, then expand across the full chain
Scan QR codeContact us on WeChat