Traceable issues
AgriCoreAI operations system for modern growing enterprises
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 so growing enterprises, farms, and industrial parks can manage production, trace issues, calculate costs, and review operations. The current focus is controlled-environment agriculture and high-value crops.
Reusable experience
System · AI Hub · Field

Collect climate, crop, equipment, and task data so the production site is captured accurately.
Use agricultural knowledge bases and AI agents to understand crop status, risk trends, and production deviations.
Connect climate, irrigation, fertigation, crop protection, and task equipment so recommendations become confirmable, traceable actions.
Connect yield, cost, batches, and target progress so operating results can be reviewed and experience reused.
The issue is not poor growing. It is money lost in records that are unclear, missing, or impossible to reconcile.
Paper notes, Excel, chat groups, and verbal sync can look sufficient until month-end reconciliation, customer pressure, stocktakes, and loss accountability hit. The first problem to solve is not futuristic tech, but getting the numbers straight.

The field is hard to see
Weather, climate, equipment, task, and business data sit in separate systems, making the real production site hard to reconstruct.
Yield still depends on experience
Crop progress, yield, harvest windows, and quality still depend on personal experience, so enterprises struggle to anticipate risk in time.
Handling is not closed-loop
Issue discovery, task assignment, technical confirmation, and result tracing lack one workflow, so many problems still rely on chat-group chasing.
The numbers do not add up
Yield, inventory, orders, losses, and costs are recorded separately, making it hard for managers to judge profit and operating risk.
Experience is hard to reuse
Good growing know-how stays in people's heads and on-the-spot judgment, so enterprises struggle to turn it into a lasting asset.
Field Hardware and Edge Infrastructure
AgriCore Edge is AgriCore's edge hardware series for agricultural sites. Protected-agriculture packages are the current priority, while open-field sites can be configured by scenario. Climate, root-zone, fertigation, vision, equipment, task, and exception data are connected into one trusted field data entry point.

Capture the production site accurately
Air, light, CO2, root-zone, fertigation, device status, images, and work records all enter one data foundation.
See issues earlier
The edge AI box combines thresholds, trends, historical performance, and current orders to provide alerts that teams can review.
Turn recommendations into action
AI does not make final calls for people. The system turns suggestions into work orders or device strategies, then technicians confirm execution with an audit trail.
Modular deployment by greenhouse zone and crop type
View Package OptionsDifferent farms have different devices, network conditions, and automation baselines, so hardware should not be deployed with a one-size-fits-all approach. This modular system can be combined by greenhouse zone, crop variety, device brand, and management goal. The field collaboration loop is Sense -> Interpret -> Recommend -> Confirm -> Review, with key actions confirmed by people before execution.
Sensing Series
Multi-source sensing for climate, root-zone, weather, and tank level.

Professional Growing-Condition Sensor (Dry/Wet Bulb)
- Wet bulb -10~50C, dry bulb -10~70C, humidity 0~100%RH, dew point -10~70C
- Canopy model includes CO2 monitoring from 0~3000 ppm
- 4G connectivity with support for both grid power and renewable power sources
- AI compares against traditional dry/wet bulb data and auto-detects anomalies

Professional PAR Sensing Device
- 4G smart gateway, 12V power supply, operating temperature 0~50C
- Spectrum 400~700nm, sensitivity 1~2.5uV/(uW/cm2)
- Cosine response <3%, linear error <1%, sensor temperature range -10~50C

Agricultural Weather Station
- Light, total radiation, PAR, temperature, humidity, wind speed, wind direction, and rainfall
- Wind speed 0~60m/s, rainfall 0~4mm/min, anti-condensation rain sensor
- Grid, solar, or lithium battery power with 4G remote transmission

Growing Area Environmental Sensor (Base)
- Air -10~60C, soil -10~60C, humidity 0~100%RH
- 12V 4G gateway with wired collection and wireless forwarding
- Supports on-site installation and data calibration by location

Growing Area Environmental Sensor (Multi-factor)
- Air temperature/humidity, CO2 5000ppm, PAR 0~2500 umol/m2/s
- Soil temperature/humidity, EC 0~20000us/cm, PH 3~9, NPK 0~1999mg/kg
- 4G MQTT cloud connection, 12V, compatible with solar/grid/battery power

Stock Solution Tank Level Monitor
- Five 304 stainless float level gauges, range 0~2m, accuracy ±10mm
- Main controller 12V, float gauge 24V power, 4G wireless level forwarding
- Collect remaining tank volume in real time and decode wired level signals
Control Series
Linked fertigation, climate control, and inlet/outlet monitoring.

Three-channel Inline Fertigation Unit (2 Fertilizer + 1 Acid)
- 380V power, 10.1-inch capacitive screen, RS485 expansion
- PH 0~14, EC 0~20mS/cm, stabilization <=30s, accuracy ±0.1
- Up to 16 solenoid valve zones, suitable for 5~100 mu
- 4G plus mini-program remote control, AI-driven crop/weather fertigation

Five-channel Tank Fertigation Unit (4 Fertilizer + 1 Acid)
- Four fertilizer plus one acid independent channels with storage tanks
- EC/PH stabilizes within 10s for faster mixing
- Industrial body 0~55C, irrigation pressure 0.05~0.5MPA
- Full-process water and fertilizer data tracing, supports regulatory platform integration

Seedbed Irrigation Smart Monitor (Inflow/Outflow)
- 12~24V wide voltage, 4G transmission, operating temperature 0~60C
- EC 0~1000uS/cm, pH 0~8, flow rate, and water temperature monitoring
- Suitable for hydroponic and nursery recirculating fertigation systems

Smart Climate Control Unit
- 3500W DC24V output, can drive 20 x 100W film rollers
- 8-channel relay I/O with anti-freeze rain sensor
- Temperature/humidity accuracy ±0.3C and ±3%RH, 4G integration with third-party platforms
Vision Series
Leaf temperature vision and energy monitoring.

Plant Leaf Temperature Vision Monitor
- i7-1255U, 8GB memory, 256GB NVMe SSD
- 4G standard, optional 5G/WiFi/multi-LAN/multi-HDMI output
- Infrared temperature accuracy ±2C or ±2% of reading, supports point/line/box measurement

Growing Area Energy Monitoring System
- Class 0.5S high-precision meter for 380V park power systems
- Per-zone independent energy collection with automated daily/weekly/monthly/yearly reports
- Cloud-based real-time power trend charts for cost control
Edge Intelligence Series
Local inference and protocol aggregation with Edge AI Box.

Edge Computing AI Box
- CPU: AB100 8-core 2.65GHz; memory LPDDR5 32GB; M.2 SSD 2280
- GPU 3T+ FLOPS, NPU 20 TOPS programmable neural processor
- 5x USB3.0, Type-C, dual HDMI, dual Gigabit Ethernet, WiFi/BT
- DC19V power, size 127mm x 127mm x 44mm, operating temperature 0C~45C
AgriCore
AgriCore is the AI-native operations workspace that brings tasks, inspections, issues, harvest, inventory, cost, and agent collaboration into one surface.




Business Analytics Agent
Business decisionsSupports annual planning, batch scheduling, target tracking, and business variance analysis.
Weather Agent
Weather monitoringCombines regional weather, on-site weather, and adverse-condition alerts to support production planning.
Climate Agent
Greenhouse climateTracks temperature, humidity, CO2, light, DLI, heat accumulation, and climate stress.
Fertigation Agent
Climate & fertigationCombines outdoor weather, leaf temperature, substrate, drain-back, and irrigation records to optimize strategy.
Field Management Agent
Production managementTracks work progress, inspection coverage, issue handling, and batch rhythm.
Pest & Disease Agent
Pest & disease alertsCombines AI vision, manual inspection, crop protection records, and climate risk.
Post-harvest Agent
Post-harvest managementManages raw flower inventory, finished packing, loss, packaging, and post-harvest costs.
Sales Agent
Post-harvest salesAnalyzes orders, inventory, customer mix, sales trends, and supply-demand mismatch.
Risk Alert Agent
Risk alertsAggregates full-chain risk and tracks issue closure and recurring alert patterns.
Cost Agent
Cost managementDynamically allocates labor, inputs, energy, and packaging costs to identify margin risk.
Farm Agent Assistant
AssistantActs as a unified conversational entry point that dispatches agents, receives alerts, generates briefings, and answers follow-up questions.
Continuously Expanding Agents
Continuous expansionContinuously expands into crop models, device linkage, energy management, quality grading, and financial risk control.
Flora Brain
Flora Brain is AgriCore's floriculture intelligence engine, capturing flower knowledge bases, domain models, variety experience, and floriculture agent templates. Capabilities enter real production and operations through AgriCore.

Vision feeds the knowledge base
Turns floriculture phenotypes, pest and disease signals, work behavior, and device status into searchable and reviewable evidence.
Unified multi-source attribution
Puts vision, climate, fertigation, operations, and sales data into one analysis framework to understand risk sources and business impact.
Ready for management use
Presents outputs as dashboards, reports, Q&A, and alerts so platform operators and enterprise managers can see real operating conditions.
Captured floriculture knowledge
Floriculture knowledgeCaptures floriculture crop knowledge, production experience, pest and disease patterns, facility management, and business know-how.
Callable floriculture models
Vertical modelsProvides callable professional models for flower varieties, growth stages, and greenhouse scenarios.
Scalable floriculture experience
Agent templatesCaptures agent templates for floriculture production, post-harvest, and sales to accelerate AgriCore adoption.
Variety and production experience
Experience captureStructures cultivar characteristics, agronomic parameters, and expert experience into searchable floriculture assets.
Floriculture business reports
Business reportsGenerates reports for floriculture enterprises covering production progress, risk events, cost variance, delivery status, and reviews.
Floriculture risk alerts
Risk AlertsCombines floriculture environment, growth status, post-harvest, and order data to identify anomaly trends and business risk.
Industry subscription service
Industry subscriptionProvides subscribable AI services for floriculture parks, platforms, and partners.
Enterprise floriculture brain
Enterprise brainConnects enterprise production, sales, cost, climate, and expert knowledge to build a dedicated floriculture brain.
Field entry · Single capability · Full system
AgriCore is an AI operations system for modern growing enterprises. You do not need a full rollout at once. Start with one farm, one problem, or one agent, then expand to the full system.
Stabilize the field first, then surface issues earlier.
AgriCore and Flora Brain share the same data model, so execution and intelligent analysis reinforce each other.
Start from one high-value scenario and decide how to combine software and hardware
Tell us your cultivation scale, key crops, and hardest current problem, and we will help you decide whether to start with sensing, the operations workspace, an AI read-only diagnosis, or a full integrated plan.
- ✓If records are the main issue, start light and make the data reliable first.
- ✓If delivery, receivables, and margin are already affected, connect orders, inventory, loss, and cost.
- ✓If you doubt AI value, start with a read-only diagnosis and let the report speak.

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