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Yunshi iFEMS — planting & energy management for plant factories / vertical farming

You grow without pesticides. We make that easier.

YunshiTech builds the growing and energy system for plant factories and urban farms — for everyone who grows without pesticides.

FMS + EMS + OTfused in one system
Coordinated OptimizationHVAC · fresh air · lighting · PV · storage (customizable)
Your data, your serverlocally hosted Edge Station · your data never leaves the farm
Field-validated — Edge Station ships ready to run; Custom Optimization scheduled per project

Here’s our tool: the iFEMS Edge Station — a box, and a server. It sits on your farm, keeping your existing equipment; the web app is hosted locally and your data never leaves the farm. It’s the grow system you open and use every day.

edge-station.local
Yunshi iFEMS Edge Station edge gateway
100% data stays on-farm
LAN-first · works offline
12%+less total site energy
30%+yield gained · cycle unchanged
100%data stays local
8built-in modules

Measured on a strawberry and a lettuce plant factory in Shanghai — hourly before/after, net of baseline.

3 field validations in Minhang & Fengxian · Peer-reviewed & award-backed · SJTU-incubated

THE PROBLEM

The agronomy is solved. The energy bill is not.

Electricity is 40–60% of a plant factory’s opex — yet most systems cannot show you one credible energy account. That is exactly where we start.

Your farm generates data every day.

The problem isn’t the data — nobody turns it into a credible energy account.

Lettuce canopy under LED
Shanghai · on site
Hydroponic lettuce close-up
Shanghai · on site
LED grow room
Shanghai · on site
Container strawberry farm
Shanghai · on site
CLIMATE

No hardware swap — the saving is control.

Same farm, same equipment — every actuator just runs on real demand.

Three climate loops working in coordination

Cooling

Setpoint follows real plant load

Dehumidifier

Runs at the cheapest latent load

Fresh air

Matched to CO2, not a fixed minimum

12%+less total site energy
30%+less on air conditioning
30%+less on dehumidification
CASE 01

A strawberry plant factory in Shanghai · setpoints follow real plant load

Cooling and dehumidification follow measured plant load instead of fixed setpoints. Total site energy down 12%+, with 30%+ on air conditioning.

Hourly energy comparison at a strawberry plant factory Strawberry vertical farm
CASE 02

A lettuce plant factory in Shanghai · dehumidification re-derived from real latent load

No more dehumidify-then-humidify. Dehumidifier energy down 30%+ (net of baseline, photoperiod effect accounted for).

Dehumidifier energy comparison at a lettuce plant factory Lettuce under LED lighting
LIGHT

Reallocating every photon to the crop

Same fixtures, three knobs: spectrum, intensity, photoperiod.

Spectrum

Retuned per stage and variety

Intensity

Matched to canopy interception

Photoperiod

Cycle held, DLI reallocated

Three lighting knobs
30%+more yield · growth cycle unchanged

Same calendar, more crop per square metre.

CASE 03

Dynamic photoperiod: same light integral, reallocated day by day

With total light integral and growth cycle unchanged, the photoperiod is re-solved daily — only switch-on/off times move. Fresh weight per plant: +100.9% (Grand Rapids), +54.1% (Romaine) — variety-dependent.

Fresh weight per plant under dynamic photoperiod Lettuce in a photoperiod trial
PRODUCT 01 · EDGE STATION

Edge Station: a box, and a server.

FMS, EMS and OT fused into one box. The web app is served locally — it runs even offline, and your data never leaves the site.

  • Perpetual licence, no forced fees (OTA upgrades optional, never mandatory)
  • Your data and your server stay yours
  • LAN-first · works offline
  • 8 modules built in
Reserve with US$3,000 See hardware specs
Yunshi iFEMS Edge Station edge gateway

The 8 built-in modules

① Communication Management

Add devices, group them, and they just work. Standardized industrial interfaces plus a ThingsBoard gateway connect sensors, energy equipment and cameras. For anything unusual, upload the documentation — the built-in agent drafts the config or a modification plan, pushes it in one click and verifies the result. Downstream controllers connect directly.

② Planting Plans & Scheduling

Planting plans fused with production scheduling: manage environment targets and timelines for every group while keeping each batch on schedule. Targets are validated against real capability — temperature needs temp/humidity sensors plus HVAC; fertigation needs pH/EC plus a fertigator. Edit mid-run or save as reusable templates.

③ Workflows

Run each group’s process as a workflow with fully user-defined automation: multiple workflows per group, each binding its own devices and coordination rules; threshold breaches and finished tasks push alerts through your chosen channels — a night-time temperature spike wakes you up. The Edge Station itself exposes MCP and API interfaces — external agents and strategies can connect directly and issue operating commands. Your farm is open to the whole agent ecosystem. Each agent is authorized separately — read-only if you prefer, revocable anytime.

④ Data Charts

Explore data across any period with any step size and range — an hour of climate traces, three months of energy trends, a year of yield curves.

⑤ Harvest Logs

Capture every harvest — yield, batch and quality data flow straight into Data Charts and become the input for your next planting plan and schedule.

⑥ Self-Built 3D Digital Twin

Build your own 3D digital twin on the Edge Station: map your facility, devices and sensors into an interactive 3D scene — click a camera for live feed, click a sensor for data. Structure and style are entirely yours to define.

⑦ Mobile App Hosting

The Edge Station doubles as a server hosting your mobile app: same data, same logic, in your pocket — while the server stays on your farm.

⑧ Version Upgrades (OTA)

Subscription-based upgrades, entirely at your pace — without it, nothing changes.

PRODUCT 02 · CUSTOM OPTIMIZATION

Diagnosis first. Then optimization.

Not a preset parameter set — we do the maths on your farm first, then we act.

Diagnose

We diagnose your climate control and energy use on site (incl. phenotype analysis).

Deliver

We deliver custom climate and energy strategies: climate, lighting, and optional PV & storage.

Quote

Quoted per project. Available standalone, without the Edge Station.

12%+less total site energy
30%+on air conditioning & dehumidification
30%+more yield · cycle unchanged

Field-test caliber: measured on strawberry and lettuce plant factories in Shanghai, hourly before/after, net of baseline; see the cases above.

Reserve with US$5,000 Book a consultation
EXTRA MODULES

Two optional add-ons

PV and storage design scope

A · PV + Storage Consulting

Design and integration advice only — we don’t sell hardware. We do the maths across climate, lighting, PV and storage together.

Yunshi G1 container plant factory, Edge Station pre-installed

B · Container Plant Factory · Plug and Play

Ships with the Edge Station pre-installed — power it up on site and grow.

PRICING

No list price

A catalogue number would either overcharge you or undersell the work. Send us one month of energy logs and your plant layout — enough to scope climate, lighting and any PV or storage upside, and come back with a number.

PlanDeliveryLicenseIncludedDepositPrice
Yunshi iFEMS Edge StationLAN-ready edge gateway hosting the web app locallyPerpetual licenseAll eight modules + your data and server stay yoursUS$3,000
Refundable before signing; after signing, deducted from the equipment price
Contact us for pricing
Yunshi iFEMS Custom OptimizationFarm diagnosis and strategy customization, fused into the hosted interfacePer projectFarm diagnosis (incl. phenotype analysis) / climate strategies / lighting strategies / optional PV & storage / software customizationUS$5,000
Refundable before the diagnosis report is delivered; after that non-refundable and deducted from the project total
Contact us for pricing

Reserve with a deposit for priority delivery: Edge Station US$3,000 · Custom Optimization US$5,000 — deposits are deducted from the total, see the table above.

WHY iFEMS

A different way to buy a grow system

Stack it against cloud SaaS and integrator builds — the differences add up fast.

DimensionYunshi iFEMSCloud SaaSIntegrator Build
Data & server ownershipAll on the Edge Station — fully yoursVendor serversVaries, often project-locked
License modelPerpetual + optional customRecurring onlyPer project
New device onboardingUpload manual, agent configSupported-list onlyPaid integration
Offline operationYesUsually notDepends
External agent accessNative MCP / APIClosedExtra dev
Ongoing costNo forced annual feeEscalatingEvery change is a quote
SPECS

Edge Station hardware specs

Perpetual licence: your data and your server stay yours; the web app is hosted locally and reachable over your LAN. Contact us for detailed specifications.

ItemSpec
Compute / RAM (CPU / RAM)Contact us for details
PortsContact us for details
OSContact us for details
Network & accessLAN web access · MCP / API interfaces · ThingsBoard gateway · downstream controller links (full protocol list on request)
HostingMobile app server · 3D digital twin engine (details on request)
OTAOTA · optional subscription

Sensors & cameras: temp/humidity, pH, EC, cameras and more (compatible brand/model list on request).

OUR GUARANTEE

The risk is on us

From data to delivery, the uncertainty stays with us.

Data & server ownership

All data and the server itself on the Edge Station are yours; base-function data never leaves your site.

License guarantee

One-time purchase, no forced annual fees. The upgrade cadence is yours.

Delivery guarantee

The Edge Station ships ready to run; Custom Optimization is scheduled per project — data access during the service only under your authorization; contact us for delivery timelines.

FAQ

FAQ

Data, devices, and how to buy — the answers are here.

Does it work offline?
Yes. The web app is served locally by the Edge Station over your LAN; only remote access needs internet.
What if a device fails overnight?
Bind your notification channels (e.g. WeChat, email) in workflows; sensor breaches and device faults push alerts automatically. Detection runs locally on the Edge Station — no cloud required.
Will you see my data?
No. All data live on the Edge Station; the only connection to us is the optional OTA update check.
Will my sensors/HVAC work?
Standard industrial interfaces + ThingsBoard gateway; see the compatibility list. Unusual devices: upload the manual and the agent drafts the config.
Can external AI agents operate my farm?
Yes. MCP and API interfaces let authorized external agents and strategies connect and issue operating commands.
Is it safe to let an external AI agent operate my farm?
Access is off by default. Once you enable it, each agent is authorized separately with scoped permissions (read-only or limited write). Every command is validated locally by the Edge Station before dispatch and fully audit-logged; manual controls and emergency stops always take precedence, and you can cut external access anytime without affecting the farm.
Does the license include updates?
Version upgrades (OTA) are an optional subscription, never mandatory — whether and when to update is your call.
Is the digital twin extra?
No. Self-built 3D digital twin is included in the Edge Station.
Is there a mobile app?
Yes — the Edge Station hosts the mobile app as its server.
How is Custom Optimization priced?
Quoted per project: we first diagnose your farm’s climate control and energy use, then deliver custom climate and energy management strategies (incl. phenotype analysis, software customization); 12%+ less total site energy, 30%+ on air conditioning and dehumidification, 30%+ more yield with the cycle unchanged. Custom Optimization can be purchased standalone, without the Edge Station.
How is the 12%+ measured?
Measured on a strawberry and a lettuce plant factory in Shanghai — hourly averages, before/after, net of baseline (e.g. photoperiod effects). Sub-items map to the site meter, air conditioning and dehumidification respectively.
How do deposits work — are they refundable?
Edge Station: a US$3,000 deposit locks priority delivery. Refundable before you sign; after signing it is deducted from the equipment price. Custom Optimization: a US$5,000 deposit locks your project slot. Refundable before the diagnosis report is delivered; after that it is non-refundable and deducted from the project total.
How is this different from generic AgTech IoT?
iFEMS fuses plant-factory-native FMS, EMS and OT — growing and energy in one system, all data and the server on your side.

Size the numbers before you commit

Send us one month of energy logs and your plant layout. Enough to scope climate, lighting and any PV or storage upside — and come back with a number.

Deposit terms in the FAQ · Email yuankethomas@yunshi-tech.com