Demo farm/Plot A
PROOF OF CONCEPT
Daily decision

What should your plot do today?

Start with crop needs, then choose the right timing and cost.

Demo session7 October 2026Sample data updated at 08:00
Choose a demo scenarioChange inputs to explore recommendations and actions
FIELD INTELLIGENCE · SIMULATED

Your field. In focus.

Read the conditions. Make a clear decision.

38% moisture
Soil temperature
27.4°C

Simulated probe

Soil conductivity
1.2mS/cm

Demo EC · not a nutrient test

Soil pH
6.3pH

Simulated probe

● Demo sensor online

Sample readings

These values are not live field measurements.
Ready to act?View application status ↓

Choose Dry soil to test water and fertilizer actions.

1 Review data2 Ask assistant3 Approve plan4 Record outcome
Recommendation for Plot APostpone

Postpone fertilizer by 48 hours

Fertilizer · demo plan
Water · simulated device

Fertilizer is a recorded plan; simulated IoT controls irrigation only.

Plot assistant

Uses plot data and demo rules
DEMO

Demo assistant: English keyword matching and rules; no LLM connection.

Decision inputs

All values shown are simulated
Soil moisture
%

Tomorrow’s rain probability
%

24-hour forecast window
Crop and soil

Planned fertilizer cost
THB/rai

Simulated input prices

Soil moisture outlook

Illustrative forecast
Past Forecast

Field device

Simulated IoT
◉
Valve closedAwaiting farmer approval
STANDBY
Water this cycle0 L

10-second demo represents a 10-minute cycle · maximum 600 L/cycle

MANUAL FIELD TASK · DEMO

From a plan to a recorded action.

Approve the fertilizer plan, then simulate the application record. No fertilizer dispenser is connected.

Awaiting approved plan
0kg

Application record · not physical dosing

Recent activity

THE CONCIERGE WORKFLOW

Six capabilities.
One connected decision.

01 / Remember

Know the plot.

Keep plot inputs, approved plans and activity history on this browser.

02 / Understand

Start with crop needs.

Use growth stage and soil-test context before planning nutrients.

03 / Connect

Bring the inputs together.

Combine simulated weather, sensor readings and input prices.

04 / Retrieve

Keep the context close.

Read the selected plot and its previous decisions in the assistant.

05 / Reason

Show the why.

Explain recommendations with transparent rules and cost calculations.

06 / Act

You stay in control.

Confirm each action. Stop a simulation. Record what happened.

Built to demonstrate the workflow.

Physical sensors, live APIs, an LLM and trained forecasts are future integrations. Rates and thresholds need agronomic validation. Pilot KPIs: cost per rai, fertilizer use, water/energy and yield — no real-world savings claimed.

Test recommendations

Edit Plot A

Local demo inputs only. The fertilizer baseline is an example set by a manager, not a field-use recommendation.

Demo rulesDemo rules: faulty or stale data blocks commands; unknown soil N needs review; adequate N / early stage waits; otherwise rain ≥ 70% postpones fertilizer. Irrigation: rain ≥ 70% skips; moisture < 25% proposes a simulated cycle.
Farmer approval
Ready to present

Demo guide and prototype scope

A field-level assistant for fertilizer planning, resources and costs. This functional proof of concept demonstrates the complete journey from reviewing field data to approving a plan and recording outcomes. All field data and devices are simulated.

90-second demo

  1. Rain before fertilizingSelect Rain before fertilizing, ask “Should I fertilize today?”, review the reasons and approve a 48-hour postponement.
  2. Dry soilSelect Dry soil (Plot B), start the irrigation simulation and confirm. Watch the valve, volume and activity log update.
  3. Data faultSelect Sensor fault (Plot C). Commands are blocked and the valve stays closed until reliable data is available.

Six demonstrated capabilities

Remember Local plot history and inputs

Understand Crop, growth stage and soil test

Connect Combine simulated weather, soil and prices

Retrieve Read the selected plot and its history

Reason Transparent rules and traceable calculations

Act Farmer approval before simulated valve control

Working features

Plot selection, editable inputs, English rule-based Q&A, cost calculations, plan approval, simulated IoT, emergency stop, local history and CSV/summary exports.

Future integrations

Not connected yet: LLM, speech-to-text, live weather and price APIs, physical sensors and valves, a shared database, or a locally trained forecast model. Example rules and fertilizer rates have not been agronomically validated.

PoC acceptance criteria

Recommendations respond to inputs · Commands require approval · Faulty data blocks commands · Emergency stop works · History survives reload · Costs are traceable

Future pilot KPIs: cost per rai, fertilizer use, water/energy use and crop yield. This prototype has not demonstrated real-world savings.
OUTCOME RECORD · DEMO

Record harvest yield

Enter a sample harvest outcome for the selected plot. This is a local demo record, not measured pilot evidence.