Use AgriCore Edge to connect weather, climate, soil and root-zone, fertigation, vision, equipment, and task data, turning the production site from hard to see into something that can be sensed, recorded, and traced.
Escher
Make Agriculture Computable
AgriCore | AI operations system for modern growing enterprises
With AgriCore, move agricultural production from experience-led operations to agentic collaboration.AgriCore connects agricultural field hardware, equipment events, production and business data, knowledge bases, and AI agents so growing enterprises, farms, and industrial parks can manage production, trace issues, calculate costs, and review operations.
Connect the FieldConnect weather, climate, soil and root-zone, fertigation, vision, equipment, workforce, and task data to build a trusted agricultural field data entry point.
Unify OperationsModel organizations, farms, plots, greenhouses, crops, batches, people, inventory, orders, and costs in one connected set of operating facts.
Build KnowledgeCapture agricultural knowledge, company SOPs, expert know-how, crop models, and operating rules so experience becomes a reusable enterprise asset.
Drive ActionUse AI agents to turn forecasts, diagnoses, and operating recommendations into tasks, work orders, equipment strategies, and review loops.
AgriCore
The flagship product and unified entry point for production, operations, and agricultural digital-worker collaboration.
AgriCore Edge
AgriCore's hardware portfolio for real-world agricultural operations.
Flora Brain
AgriCore's domain intelligence engine for floriculture.
Why AgriCore
Modern growing enterprises do not need more systems. They need one AI operations system that understands the field, supports decisions, and drives execution.
Modern crop production is entering a more scaled, precise, and multi-site stage. What really changes operating results is not another dashboard or isolated software, but whether field facts, workflows, expert know-how, forecast models, order costs, and AI agents form one closed loop.
01
No Single Source of Field Truth
Weather, climate, soil and root-zone, fertigation, vision, equipment, inspections, crop tasks, and business data sit in separate systems, making the real production scene hard to reconstruct.
02
Production Results Are Hard to Forecast
Crop stages, yield, harvest windows, quality, pest risk, labor demand, and order fulfillment still depend on personal experience, so enterprises struggle to anticipate risk in time.
03
Execution Does Not Close the Loop
Issue discovery, task assignment, technical confirmation, equipment action, results, and accountability lack one workflow, so many problems still rely on chat groups and manual chasing.
04
Operational Economics Remain Unclear
Yield, inventory, sales, losses, labor, inputs, energy, and costs are split across stages, making it hard for managers to judge efficiency, profit, and operating risk in real time.
About Escher
Agricultural AI operations company
ESCHER is an AI company specializing in the agricultural sector. With the mission to make agriculture computable, it uses AI to reshape how modern growing enterprises produce and operate.
Modern crop production has long faced fragmented field data, experience-dependent production, scarce specialists, incomplete execution loops, and hard-to-calculate costs and profits. With multimodal sensing, spatial intelligence, large models, and AI agents, agricultural digitization is moving from recording and display toward understanding, decision-making, and coordinated execution.
The company's flagship product, AgriCore, is an AI operations system for modern growing enterprises. It connects field hardware, equipment events, production and business data, agricultural knowledge, and AI agents into one business foundation covering production, quality, people, equipment, energy, inventory, orders, cost, and operating decisions.
ESCHER starts with controlled-environment agriculture as its strategic entry point and currently focuses on flowers and other high-value crops. Real production farms validate return on investment while accumulating unified data models, knowledge bases, crop models, and agents. After a repeatable product template is in place, it expands to protected vegetables and fruit, then grapes, blueberries, medicinal crops, tea, and coffee.
Over the long term, ESCHER will keep one AgriCore foundation connecting the agricultural field, enterprise operations, and industry knowledge, providing modern growing enterprises with subscribable, repeatable, and continuously evolving AI operations services.
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
Specialized and innovative SME
Certified qualification
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 Provincial Department of Agriculture
Digital agriculture demonstration base
Smart Agriculture Industry-Education Committee
Vice Chair Organization
Southwest Training Base
Moore Threads Academy
Unified Product System
One AgriCore system, a complete loop from field to operations
Customers buy and use one AgriCore system. AgriCore Edge connects the real agricultural field, Flora Brain supplies floriculture intelligence, and agricultural digital workers take part in daily production and operations. All capabilities enter AgriCore, forming a complete loop from field sensing and production execution to operating analysis.
Field Hardware
AgriCore Edge
AgriCore's edge hardware series for agricultural production sites, providing device connection, data capture, edge computing, on-site intelligence, and cloud-edge collaboration.
- Sensor and device access / data capture
- Edge AI inference / local operation
- Secure isolation / cloud-edge collaboration
Flagship Product
AgriCore
The flagship product and unified entry point for production, operations, and agricultural digital workers. It connects the production site, workforce activity, equipment events, crop batches, inventory and orders, cost data, and AI agents.
- AI operations system for modern growing enterprises
- Manage production / trace issues
- Calculate costs / review operations
Floriculture Intelligence
Flora Brain
AgriCore's floriculture intelligence engine supplies flower knowledge, crop models, variety experience, forecasting, diagnosis, and decision support. All capabilities enter real production and operations through AgriCore.
- Floriculture knowledge / crop models / expert know-how
- Pest alerts / yield and quality forecasts
- Intelligence delivered through AgriCore into real operations
Product Architecture
AI operations system for modern growing enterprises
AgriCore organizes the agricultural field, production execution, business management, industry knowledge, and AI agents on one foundation so enterprises enter through one workspace, decide from one set of facts, and keep accumulating experience through one loop.
One entry point for operationsOne fact base for decisionsOne loop for reusable knowledge
AgriCoreAI operations system for modern growing enterprises
Business entryProduction executionTasks / inspections / farm work / work orders
01Business managementProcurement / inputs / inventory / sales / cost
02Management cockpitAlerts / reports / analysis / review
03Weather AgentClimate AgentFertigation AgentPest & Disease AgentField Management AgentPost-harvest AgentSales AgentCost AgentBusiness Analytics Agent
Unified business factsOrganization / farm / plot / greenhouse / crop / variety / batch / people / inventory / orders / cost
Trusted field dataWeather / climate / soil and root zone / fertigation / vision / equipment / tasks / exceptions / handling results
Multi-agent collaborationLet agents participate in daily work and bring AI into real workflows
Manageable productionTraceable issuesCalculable costsReviewable operationsReusable experience
AgriCore Edge
Start with trusted field data and build a complete operating loop
AgriCore Edge is AgriCore's edge hardware series for agricultural production sites, providing device connection, data capture, edge computing, on-site intelligence, and cloud-edge collaboration.
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.
Bring organizations, people, farms, plots, greenhouses, zones, batches, varieties, tasks, inspections, harvests, inventory, orders, and costs onto one business foundation.
AgriCore keeps expanding across climate, fertigation, pest and disease, field management, post-harvest, sales, inventory, and cost scenarios, bringing AI into real workflows.
Turn expert know-how, company SOPs, historical cases, and industry patterns into knowledge assets that can be searched, reasoned over, and reviewed. Flora Brain supplies domain intelligence for floriculture, delivered through AgriCore into real operations.
Through dashboards, reports, alerts, Q&A, and reviews, the system 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
AgriCore goes beyond collecting data and generating reports. It turns sensing, collaboration, detection, 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 and agricultural digital workers running inside AgriCore collaborate around tasks, work orders, and exceptions.
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 AgriCore System for Parks, Enterprises, and Vocational Education
AgriCore keeps one product foundation and presents different editions by customer and goal: parks focus on industry operations and enterprise services, growing enterprises focus on production and cost accounting, and vocational education focuses on real industry workflows, job training, and capability assessment.
AgriCore · Industry Operations Edition
For modern agricultural parks, industry platforms, and government programs, the shared AgriCore foundation supports park operations, enterprise services, regional industry data, demonstration, project acceptance, and ongoing service.
Typical value includes industry services, park operations, enterprise management, digital showcases, and project acceptance.
AgriCore · Enterprise Operations Edition
For scaled growing enterprises and production farms, unify the production site, workforce tasks, equipment events, crop batches, inventory and orders, and cost data to improve coordination, risk alerts, quality stability, and operating accounting.
Typical value includes higher efficiency, lower cost, stable quality, risk alerts, and a clearer operating P&L.
AgriCore · Industry Education Edition AgriCore Edu
For vocational colleges, industry academies, and industry-education programs, the same AgriCore foundation used in industry turns real agricultural workflows, real data, real job tasks, and AI agents into teaching, training, assessment, and research resources.
Typical value includes real workflows, real data, job training, process assessment, and industry-education integration.
Multi-crop Replication
Start with protected floriculture, then scale to more high-value growing scenarios
AgriCore is not rebuilt for each crop. It adapts industry knowledge packs, crop models, and agent templates on one model of organizations, farms, plots, greenhouses, crop batches, workforce activity, equipment events, inventory and orders, and costs. The current priority is a complete product template in controlled-environment agriculture, then expansion to high-value open-field crops.
Protected floriculture
Centered on roses and other cut flowers, covering growing, climate, fertigation, pests, workforce tasks, harvest, post-harvest, inventory, sales, and cost management.
Protected vegetables and high-value fruit
For tomato, cucumber, peppers, leafy greens, strawberry, blueberry, and other berries, supporting production planning, climate control, fertigation, quality forecasting, and operating analysis.
High-value open-field crops
For vineyards, tea gardens, coffee farms, and orchards, gradually expanding plot management, weather monitoring, crop-task coordination, inputs, yield and quality, and cost accounting.
Medicinal herbs & specialty crops
For Panax notoginseng, Gastrodia, and other high-value medicinal and regional specialty crops, supporting standardized growing, production tracing, quality management, and knowledge capture.
Nursery, seed industry, and research
For seedling production, variety evaluation, research trials, and demonstration farms, supporting trial-data capture, process tracing, collaborative analysis, and research translation.
Cases
From National Industrial Parks to Enterprise Farms, AgriCore Is Already at Work in Real Operations
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 AgriCore across post-harvest forecasting and end-to-end crop management. Combined with autonomous UAV patrols, robotic inspections, and 3DGS digital twins, it is moving park operations from chat groups and paper records to a unified 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.
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 growerAgriCore combines IoT monitoring, field risk alerts, and fertigation recommendations with Flora Brain's floriculture expertise, moving the farm from experience-led greenhouse checks to data-driven crop 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 key operators and ecosystem partners in modern crop production
AgriCore can enter a single farm and a specific production step, or expand into multi-site enterprises, industrial parks, and vocational education, serving growing enterprises, farms, government parks, colleges, research institutes, and ecosystem partners.
Governments & Parks
Build regional agricultural AI operations and industry-service capabilities that can be shown, operated, and continuously upgraded as digital agriculture infrastructure.
Typical value
Scaled growing enterprises
Unify data definitions across farms, departments, and varieties so production, sales, finance, and management decide from the same operating facts.
Typical value
Production farms
Start with frequent issues such as climate, fertigation, pests, crop tasks, harvest, inventory, and cost to reduce losses and stabilize production and delivery.
Typical value
Colleges & Research Institutes
Turn real industrial workflows, data, and job tasks into teaching, research, training, and showcase capabilities.
Typical value
Ecosystem partners
Work with equipment, input, channel, finance, research, and industry-service partners to build an agricultural AI operations service ecosystem.
Typical value
Business Model
From project delivery to subscribable, repeatable, and continuously evolving AI operations services
AgriCore's long-term value comes from agricultural field data entry, a unified business model, enterprise knowledge capture, and continuously evolving agents. The commercial model can start from one high-value scenario, one farm, or one hardware-software project, then grow into agricultural AI operations services subscribed by farm, capability module, and service cycle, without splitting the product foundation.
Field Hardware
Field Sensing & Edge Access
Deploy AgriCore Edge across parks, farms, and greenhouses to establish a trusted source of field data.
Domain Intelligence Engine
Flora Brain
AgriCore's floriculture intelligence engine captures flower knowledge, models, and decision capabilities, then brings them into production and operations through AgriCore.
Flagship Product
AgriCore
One unified product for customers, connecting tasks, inspections, issues, harvests, inventory, costs, and AI agents in a closed-loop operating workflow.
Ecosystem growth
Industrial services and partner co-building
Connect with parks, equipment, input, channel, finance, research, and education partners to extend the agricultural AI operations service boundary.
Book a Consultation
Start from one high-value scenario and make agricultural operating results computable
Whether you are a growing enterprise, production farm, industrial park, vocational college, research institute, or ecosystem partner, you can start with one farm, one operating problem, or one high-value scenario, prove real value first, then expand to a complete operating loop.
- A 30-minute session to understand your operating scenario and pain points
- One-to-one architecture review of product deployment and implementation path
- Pilot a high-value scenario, then expand to full operating capability
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