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Live · Seneroy AI
Seneroy AI. Your Farm. Smarter.
Lena tells you exactly what to do on your farm today to make more money — using live weather, satellite data, and market prices.
Daily Action
One clear thing to do today — with the Local impact.
Market Prices
regional market & regional market. Sell or hold signals.
Satellite + AI
Spot crop stress before you see it walking.
Inside Lena you can
✓
Ask farm questions in plain English
✓
Scan plants and animals for advice
✓
Check prices, forecast yields, and calculate profit
✓
Get reminders and manage cooperative work
Works for many farms
🌽 Maize🥔 Cassava🐔 Poultry🥜 Cashew🍫 Cocoa💧 Fish pond🍠 Yam🌾 Rice
Seneroy AI · Reg. BN300330324 · Brong-Ahafo Region
Free to use · Your data stays private · Works offline
How would you like to start?
You can switch between your data and demo data at any time.
Today
🌿
Analyzing your farm…
🔥 0-day streak
⚡TODAY'S BEST ACTION
Analyzing…
💰
Why this matters▼
✅
Well done!
🔥
0 days
streak · keep it going
🌿
You are done for today
Your farm can make more money this season. 🌿
Here is what your farm needs today.
✦ Pro Active
Seneroy AI
⚡ TODAY'S BEST ACTION
✦ Lena
Analyzing your farm…
💰Calculating…
Money Made
84.5%
↑ Strong
Expected Profit
Local 3.2M
Expected annual
Chance of Loss
2.1%
Low risk
Avg Yield/Acre
242 kg
+29% vs peers
EUDR Status
12/12 ✓
Carbon Credits
4.2t CO₂
ISOBUS Machines
3 Live
Offline Queue
7 Queued
✦ FARM ADVICEGenerating…
Your farm is doing well. Your poultry is making the most money right now. Focus on reducing feed waste first — this is the fastest way to increase your income.
📅 TODAY ON YOUR FARM
🐔
Feed your chickens early today
Morning feeding reduces waste and keeps them healthy.
🌿
Check your cassava blocks
Look for yellow leaves or dry soil. Water if needed.
💧
Check water in your fish pond
Make sure the water is clean and flowing well.
🔬
Check Plant or Animal Health
Take a photo of your crops, chickens, fish, or other animals.
or
⏳ Analyzing…
🚁
Farm View
See what is happening on your land right now.
LIVE
ALT 45.2m
SPD 3.4m/s
BAT 72%
GPS LOCK
BLOCK B
00:00
7.4234°N 2.1087°W
Quick Questions
Farms Overview
Recent Activity
🌿 SENEROY AI — FARM INTELLIGENCE
Region A Region, Global · Reg. BN300330324 · Agricultural Intelligence Systems
Report generated: " + new Date().toLocaleDateString() + "
📊 Investor Analytics View
Money Made
84.5%
Top 29% regional
Expected ROI
84.5%
Annual return
P(Net Loss)
2.1%
Monte Carlo 10k runs
ML Model R²
0.924
Gradient Boosting
VaR₅ Floor
$186k
Worst 5% scenario
Growth Rate
3.8%
Annual yield trend
✦ Lena EXECUTIVE SUMMARY
Seneroy AI presents a compelling agricultural investment in Global's Region A Region. The operation delivers a 84.5% profit margin and 29% yield premium over regional peers — driven by data-guided management validated by a Gradient Boosting model with R²=0.924. At $271,000 expected annual profit across 341 acres, the farm generates $794 profit per acre. Monte Carlo analysis across 10,000 simulations confirms only 2.1% probability of loss, with even worst-case scenarios generating $186,000+. Growth is sustained at 8.4% annually from tree maturation and hive optimization.
Sensitivity Analysis — Profit Impact by Variable
How much does each factor move annual profit? (AfDB-grade sensitivity tornado)
Block Performance Breakdown
Block
Acres
Avg Yield
Profit/Acre
Hive Density
Status
Central
110
269 kg/ac
$1,240
0.62 h/ac
★ Best
Anane
85
232 kg/ac
$1,140
0.45 h/ac
↑ Optimize
Esi
78
221 kg/ac
$1,030
0.55 h/ac
Stable
River Side
68
185 kg/ac
$730
0.40 h/ac
↑ Needs work
🌍 Farm Comparison
Performance Comparison
🌾 FarmDirect — Sell Direct, No Middleman
🛡 Seneroy AI EUDR-Verified · Cashew · Region A
🌍
FarmDirect Marketplace
The marketplace runs as a separate application. Open it in its own tab to list produce, browse buyers, and manage orders.
Drop a CSV or Excel (.xlsx) file here, or click to browse — all charts, KPIs and calculators regenerate from your data.
Match your file columns to required fields, then click Apply
🌾
Daily Farm Operations
🔬
Quick Diagnostics
💰
Money & Markets
🤖
Smart Farming & Planning
📋
Compliance & Legal
242 kg
Avg yield/acre ↗
84.5%
Profit margin ↗
+29%
Peer premium
$271k
MC exp. profit ↗
2.1%
P(loss)
0.924
Best model R²
Lena AI connected
Lena AI connected — ask any question about your farm!
🌽 Maize planting?🥔 Sell or process?🌿 Yellow leaves?🍠 When to sell yam?🐛 FAW pest control?💰 Best crop 2ac?Best block?P(loss)?Hive optimization?Currency risk?Top risk?Forecast 2027–30?EUDR status?Carbon credits?Benchmark?Best scenario?
🌿
Lena by Seneroy AI
Lena is ready — ask anything about your farm
SA
Hello! I am Lena, your Seneroy AI farm assistant. Welcome! 🌿
I can help with ANY Global farming question — maize, cassava, yam, plantain, rice, poultry, fish ponds, cocoa, cashew, or your commercial export farm.
Ask me about:
🌽 When to plant · what inputs to use · how to control pests
📊 regional market and configured local market prices · sell or hold decisions
💰 Profit calculations in Local for smallholder scale
🏭 Export farm analytics, hive optimization, EUDR compliance
Tap a chip above or type your question below!
Farmer type:
Smallholder mode — Local · 1–5 acre scale · type or drag sliders
Fetching live NDVI data from Copernicus Data Space…
EUDR Proof: This live NDVI data with Sentinel-2 timestamp is your deforestation evidence. Fetch NDVI above to generate EUDR satellite proof statement.
0.710.790.640.580.61
🐝
Pollination Network Simulation
Adjust hive density per block — bee count, yield lift, ROI, and animation all update instantly
🟡 Anane · 85 ac0.45 h/ac
Optimal: 0.62 h/ac
🟠 Central · 110 ac0.62 h/ac
Optimal: 0.78 h/ac
🟢 Esi · 78 ac0.55 h/ac
Optimal: 0.50 h/ac
🩵 River Side · 68 ac0.40 h/ac
Optimal: 0.35 h/ac
Anane (85 ac)
0.45 h/ac · Cross-pol: 34%
Central (110 ac)
0.62 h/ac · Cross-pol: 48%
Esi (78 ac)
0.55 h/ac · Cross-pol: 41%
River Side (68 ac)
0.40 h/ac · Cross-pol: 28%
142
Active Bees
0
Block Crossings
+18%
Pol. Yield Lift
3.2×
Pollination ROI
🎙
Voice-Activated Analytics
Speak any question — dashboard responds in real time using Web Speech API
🎙
Tap to start listening
Your spoken words will appear here…
Try saying…
"Show worst case scenario"
"What is the profit margin"
"Best performing block"
"Show drought risk"
"Forecast next 3 years"
"Optimize hive placement"
"What is the loss probability"
"Compare all blocks"
💡 Voice control works in Chrome, Edge, and Safari. Firefox requires a microphone permission grant.
All processing is local — no audio is sent to any server.
🔮
AI Executive Narrative Generator
Auto-generates a boardroom-ready briefing from live dashboard state · Powered by Lena AI
Lena AI · Connected
Free tier available at seneroy.com — key is stored locally only
Generating narrative…
Click Generate Narrative below to produce a live boardroom-ready briefing
that synthesizes all current dashboard metrics into an executive summary.
242 kg
Avg Yield/Acre
84.5%
Money Made
+38%
Peer Premium
$271k
MC Exp. Profit
2.1%
P(Loss)
0.924
Best Model R²
🌾
Global Farmgate Market Prices
regional market & regional market farmgate prices in Local · Staple & export crops · Sell/hold signals for your harvest
Market data live · Last updated: —
📌 Maize Sell Signal (Configured Market)
Local 195/bag
Loading sell/hold recommendation…
📈 30-Day Maize Price Trend (regional market)
💡 Market Intelligence
Loading market analysis…
Soil Nutrient Index — Seneroy AI Blocks (No synthetic fertilizer applied)
Multi-Crop Calculator Mode
🌾 STAPLE CROPS (Local farmgate)
🏭 EXPORT CROPS (USD)
🐄 LIVESTOCK & POULTRY
Selecting a crop switches Profit Calculator to the right scale and currency automatically.
Soil Health Index — River Side Block Priority (Natural Depletion Tracking)
Loading soil data…
Soil Health Key Insights
River Side depletion rate−1.8%/yr
Central block — best natural fertilityScore 85/100
Estimated depletion threshold (River Side)~2029
Recommended: Cover cropping (no fertilizer)Low cost
pH optimal range for cocoa5.8 – 6.8
River Side pH alert5.8 — borderline
Soil health trend (2019–2026)
🛰
NDVI satellite data powers your EUDR proof.
The same Sentinel-2 imagery from the NDVI tab confirms no deforestation post-2020.
Open NDVI tab →
EUDR Verified
12/12
✓ All batches GPS-traced
Carbon Credits
4.2t
↑ 0.8t this season · ISO 14001
Credit Value (est.)
$273
@$50–$80/t · Verra VCS eligible
Global Buyer Eligibility
2/3
Unilever ✓ · Nestlé ✓ · EU ⏳
🛰
EUDR Digital Due Diligence
Geo-traced · Satellite-verified · Post-2020
🛰 Sentinel-2 · 2026-04-21
7.664°N–7.678°N · Sene West, Global · ~1,000 ac
SNRY-CB-2026-001
Cashew Block A · 2.4t · Harvest: 2026-03-15 · Buyer: Nestlé DE
📍 7.6715°N, 0.5692°W · Sene West, Global · NDVI: 0.71 · Deforestation risk: NONE · Port: Tema → Hamburg
15% probability rainfall within 48h washes application (10k simulations). Delaying saves $450 in wasted inputs.
⏳ WAIT 48h · Save $450 · 85% confidence
86%
Cashew Harvest Window — Block A
86% probability optimal window open next 6 days. Expected yield: 2.6t ± 0.3t. Revenue: $4,160–$5,460 at spot.
✅ PROCEED · High confidence window
60%
Oil Palm Logistics — Tema Port
60% chance of port congestion delay (3–5 days). Pre-book backup slot or store 48h in cold hold to hedge.
⚠ HEDGE · Pre-book backup slot now
Adjust Parameters → Results Update Live
Rainfall probability (48h)15%
Price volatility (cashew spot)±12%
Labour availability (%)90%
📡
Live Sensor Feed
Soil · Weather · Drone · MAVLink API
River Side · Moisture
18%
⚠ Below 25% threshold
Cashew A · Temp
31°C
✓ Optimal range
Drone 1 · Altitude
45m
MAVLink · GPS Lock
Rainfall 48h
4mm
Low risk window
⚡
Autonomous Work Orders
AI-generated · Sensor-triggered
AUTO-GENERATED · NOW
🚿 Irrigation Dispatch — River Side Block
Trigger: Soil moisture 18% (threshold: 25%) Action: Deploy drip irrigation team + Drone 2 survey Est. water: 4,200L · Duration: 3h · Priority: HIGH Monte Carlo rain risk: 15% (safe window)
SCHEDULED
🌾 Harvest Mobilisation — Cashew Block A
Trigger: Monte Carlo 86% confidence window Harvest crew: 8 workers · Equipment: 2 pickers ISO-XML task file: Ready for JD G5 export
🚜
ISO 11783-3 Task Controller — ISOBUS Export
Prescription maps · Plug-and-play with any ISOBUS tractor
01
Cashew Block A — Selective Harvest MapISO-XML
Prescription map ready · John Deere G5+ compatible · Fendt 300 Vario confirmed · GPS waypoints: 47 · Coverage: 180 ac
02
Oil Palm Block B — Soil Sampling RouteISO-XMLMAVLink
Drone 2 flight plan synced · Case IH AFS compatible · 22 sample points · Est. flight: 38 min · Battery: 94%
03
River Side — Irrigation Zone MapISO-XMLAPI
Auto-triggered by moisture sensor · Variable-rate zones defined · Netafim API v3 compatible
Active API Integrations
John Deere Operations CenterFendt FendtONECase IH AFS ConnectMAVLink Drone FleetOpen-Meteo WeatherNetafim Irrigation
🔐
GDPR & Data Sovereignty
Global DPA · SOC 2 Type II · GDPR Art. 17
Global Data Protection Act 2012
COMPLIANT
SOC 2 Type II (AWS af-south-1)
ACTIVE
GDPR Data Residency (EU buyers)
COMPLIANT
AES-256 End-to-End Encryption
ACTIVE
ECOWAS Cross-border Transfer
REVIEW DUE
📶
Offline-First Sync Queue
CRDT merge · No data loss in dead zones
⏳
Soil sample · River Side · Plot 14
8m ago
⏳
Harvest log · Cashew A · 124kg
12m ago
⏳
GPS track · Drone 2 · Block B survey
18m ago
⏳
NDVI reading · Esi Block · 0.64
24m ago
✓
Work order WO-0420 · accepted
Synced
✓
EUDR batch SNRY-CB-2026-001
Synced
✓
Carbon log · ISO 14001 · Season Q1
Synced
🔬
Check Plant or Animal Health
AI vision diagnostics · Lena Vision · Instant field analysis
🌿
Drop a photo here
Plants · Animals · Crops · Fish — any photo from your farm
or
📷 Take photo with camera
📋
Scanner Activity Log
Recent health scans this session
No scans yet this session.
💡
Scanner Tips
For best results
Shoot in daylight — no flash needed
Include leaves + stem for accuracy
Isolate the affected area in frame
Results are informational only
Money Made
84.5%
Top 29% regional
Expected ROI
84.5%
Annual return
P(Net Loss)
2.1%
Monte Carlo 10k runs
ML Model R²
0.924
Gradient Boosting
VaR₅ Floor
$186k
Worst 5% scenario
Growth Rate
3.8%
Annual yield trend
✦ AI EXECUTIVE SUMMARY
Seneroy AI presents a compelling agricultural investment in Global's Region A Region. The operation delivers a 84.5% profit margin and 29% yield premium over regional peers — driven by data-guided management validated by a Gradient Boosting model with R²=0.924. At $271,000 expected annual profit across 341 acres, the farm generates $794 profit per acre. Monte Carlo analysis across 10,000 simulations confirms only 2.1% probability of loss, with even worst-case scenarios generating $186,000+. Growth is sustained at 8.4% annually from tree maturation and hive optimization.
Sensitivity Analysis — Profit Impact by Variable
How much does each factor move annual profit? (AfDB-grade sensitivity tornado)
Block Performance Breakdown
Block
Acres
Avg Yield
Profit/Acre
Hive Density
Status
Central
110
269 kg/ac
$1,240
0.62 h/ac
★ Best
Anane
85
232 kg/ac
$1,140
0.45 h/ac
↑ Optimize
Esi
78
221 kg/ac
$1,030
0.55 h/ac
Stable
River Side
68
185 kg/ac
$730
0.40 h/ac
↑ Needs work
📜 AI Investment Narrative
Full long-form investment memo — generated from live farm data
Click "Generate Narrative" to produce a full AI investment memo for this farm.
🎲 Monte Carlo Risk Summary
Harvest Window — Block A
86% confidence
Expected: 2.6t ±0.3t · Revenue: $4,160–$5,460
✅ PROCEED
Irrigation Risk — River Side
15% rain risk
Delaying saves $450 · 85% confidence
⏳ WAIT 48h
Oil Palm Logistics — Tema Port
60% congestion
3–5 day delay · Pre-book backup slot
⚠ HEDGE
📲 DAILY FARM ASSISTANT
Your farm, every morning.
Get a daily SMS or WhatsApp message with your #1 action, farm tasks, and weather. Reply DONE when finished — and track your streak.
This Week's Streak
0days completed this week · Local 0 estimated saved
⚡ DECISION ENGINE · TODAY'S #1 ACTION
Analyzing your farm data…
💰Calculating…
📅
Today's Farm Plan
Tap each task when done — your streak updates automatically
📨 Preview — What farmers receive
This is exactly what will be sent to your phone each morning. Edit your settings below to customise.
Loading preview…
Copied!
⚙️ Set Up Your Daily Reminders
Enter your phone number and choose how you want to receive your morning farm briefing. Requires your developer to connect Africa's Talking SMS or WhatsApp Business API.
Choose your channel
✓ Settings saved!⚙ Developer notes — How to connect SMS/WhatsApp ▼
How to connect
SMS (Africa's Talking): Sign up at africatalking.com · Add server credential as env var AT_API_KEY · Use AT_SHORTCODE for sender · Schedule via cron at reminder time WhatsApp Business: Apply at Meta for Business API access · Get WABA_TOKEN and PHONE_NUMBER_ID · Use /messages endpoint with template messages Reply handling: Set up webhook at /api/sms-reply · Parse "DONE" to mark tasks complete · Parse "HELP" for farm tips · Parse "WEATHER" for forecast
📊 This Week's Progress
Based on your task completions and decision engine recommendations.
0
Farm actions
Local 0
Est. savings
0 🔥
Day streak
Keep completing your daily tasks to see your progress here.
Region A Farmers FBO · 12 members
12
Active members
47
Total acres
18.4t
Harvest this season
Local 4,200
Saved via bulk buy
Member Farms — click any member to view their farm
📦 Group Input Order — Pool orders for commercial-rate discount
Members have submitted input needs for this season. Combine into one order to unlock dealer discount (typically 8–15% off retail).
Total group order value: Local 14,800
At 10% bulk discount = Local 1,480 saved across group
🚚 Coordinated Harvest Selling — Share transport to regional market
📢 Send Alert to All Members
Recent Broadcasts
Your FBO: Region A Farmers FBO
Chairman: Kwame Asante · 12 members · regional market area
4.5 ac
Your farm
47 ac
Group total
Local 350
Your bulk savings
📢 Alerts from Your Chairman
📦 Submit Your Input Order to Group
Tell your chairman what inputs you need this season. He will combine with others for a bulk discount order.
Input needed
Quantity
units
🚚 Group Selling — Join a Truck to regional market
🏆 Group Yield Leaderboard (this season)
Online — all features available
What works without internet?
🧮Profit Calculator (Local + USD)✓ Always works
📋Today's Tasks & Decision Engine✓ Always works
📊Yield Forecaster & Scenarios✓ Always works
🌾Market prices (Regional markets)⏳ Not cached yet
🌦Weather forecast⏳ Not cached yet
💡Daily farm advice⏳ Not cached yet
👥FBO member list & alerts⏳ Not cached yet
🤖 LenaLive Lena AI✗ Needs internet
🛰Satellite NDVI imagery✗ Needs internet
Cached Data — saved for offline use
No data cached yet. Tap "Cache Now" above while you have internet.
Auto-Cache Settings
⏰Auto-cache every morning at 6am
📶Cache on WiFi only (save mobile data)
📝Save farm notes & cost records offline
📝 Quick Cost Logger — works offline, syncs when connected
What was spent on?
Amount (Local)
Local
Note (optional)
Recent Cost Records
No costs logged yet.
Sync Activity Log
No sync activity yet.
🧮
Advanced Farm Models
5 analytical frameworks used by agricultural economists — now on your farm
Linear ProgrammingDecision TreePartial BudgetingBio-EconomicReal Options
LINEAR PROGRAMMING
Crop Mix Optimizer
Enter your resources below. The optimizer finds the crop combination that maximizes your profit within your constraints.
Total Acres Available
ac
Your total farmland this season
Total Budget (Local)
Local
Available capital for inputs + labour
Labour Days Available
days
Total person-days this season
Crop Data — edit any cell, optimizer updates live
Crop
Profit/Acre (Local)
Cost/Acre (Local)
Labour Days/Acre
Min Acres
Max Acres
🌽 Maize
🥔 Cassava
🍠 Yam
🫘 Soybean
🌾 Rice
⚡ Optimal Allocation — Updated Live
Calculating…
—
Max Profit (Local)
—
Budget Used
—
Labour Used
DECISION TREE
Harvest Decision Wizard
Should you sell now, store and wait, or process your harvest? Enter your numbers and the Expected Monetary Value (EMV) tells you the best path.
Your Harvest
Crop
Quantity (bags)
bags
Current Price (Local/bag)
Local
Configured local market
Storage Cost/bag/month
Local
Processing premium (Local/bag extra if processed)
Local
e.g. cassava → gari adds Local 45/bag
Season Outlook Probabilities
Adjust sliders — must add up to 100%
🌧 Wet season (price falls)30%
%Price drop: Local/bag
☁ Average season40%
%Price change: Local/bag
☀ Dry season (price rises)30%
%Price rise: Local/bag
Expected Monetary Value (EMV)
✦ Recommendation
Decision Tree Diagram
PARTIAL BUDGETING
Technology Adoption Calculator
Should you adopt a new technology or practice? Enter values in the 4 boxes. If Benefits > Costs, adopt it.
📌 Scenario: Mechanical Weeder vs Hired Labour
✅ BENEFITS (money coming in)
➕ New Revenue (Local/season)
Extra income from the new practice
➖ Reduced Costs (Local/season)
Costs you no longer pay
e.g. 60 days labour @ Local 80/day = Local 4,800 saved
Total Benefits
Local 4,800
❌ COSTS (money going out)
➖ Lost Revenue (Local/season)
Income you give up
➕ New Costs (Local/season)
Capital + running costs of new practice
e.g. Weeder rental Local 1,800 + fuel Local 400
Total Costs
Local 2,200
NET BENEFIT
Local 2,600
✅ ADOPT — benefits exceed costs by Local 2,600 per season
BIO-ECONOMIC MODEL
Fertilizer Profit Threshold
At what point does adding more fertilizer stop being profitable? This model finds the exact economic threshold — the bag where the cost of adding more fertilizer exceeds the financial return.
Farm Inputs
Crop
Acres
ac
Crop Price (Local/bag)
Local/bag
Configured regional farmgate price
Fertilizer Cost (Local/bag)
Local/bag
NPK 15-15-15, 50kg bag
Bag weight (kg)
kg/bag
Base Yield without fertilizer (kg/ac)
kg/ac
Yield Response Curve
Economic Threshold
Calculating…
—
Max Profit (Local)
—
Optimal Bags/Acre
Bag-by-Bag Profit Analysis
REAL OPTIONS ANALYSIS
Farm Expansion Planner
Should you invest all capital now or build in stages? Real Options calculates the Local value of flexibility — waiting and expanding only when conditions are right.
Project Parameters
Project Type
Total Investment Required (Local)
Local
Expected Annual Revenue (Local)
Local/yr
Annual Operating Cost (Local)
Local/yr
Discount Rate (%)
%
Cost of capital / interest rate on loan
Project Life (years)
yrs
Market Volatility (%)
%
Price/demand uncertainty (higher = more option value)
NPV vs Real Options Comparison
Traditional NPV (Invest All Now)
Calculating…
Real Options Value (Stage by Stage)
Calculating…
Value of Flexibility (Option Premium)
Calculating…
✦ Recommendation
Calculating…
Stage-by-Stage Investment Plan
MARKOV STATE CHAINS
Herd Lifecycle & Cohort Transitions
Models how animals move through life stages over time. Predicts herd composition, cash flow, and optimal culling decisions using transition probability matrices.
Herd Parameters
Animal Type
Starting Herd Size
head
Projection Years
yrs
Annual Sale Price / Head (Local)
Local
Annual Cost / Head (Local)
Local
Transition Probabilities
How animals move between states each year
Herd Projection
—
Final Herd Size
—
Total Revenue (Local)
—
Total Cost (Local)
—
Net Value (Local)
Year-by-Year Cohort Table
SIR CELLULAR AUTOMATA
Spatial Disease Contagion Simulator
Simulates how crop disease or livestock illness spreads block-to-block based on wind direction, proximity, and humidity. Shows which areas to quarantine first.
Disease Parameters
Disease Type
Transmission Rate β (per day)
β
Higher = spreads faster (0.1=slow, 0.5=fast)
Recovery Rate γ (per day)
γ
Higher = recovers faster (treatment works)
Wind Direction
Humidity Factor
×
1.0 = normal · 1.5 = rainy season amplifier
—
Susceptible
—
Infected
—
Recovered
Farm Grid — Disease Spread Map
Click a cell to infect it. Run simulation to watch spread.
Susceptible
Infected
Recovered/Immune
Dead/Lost
Day 0 — Click a cell to start infection
WEIBULL ASSET DECAY
Equipment Failure & Maintenance Planner
Predicts when farm equipment will fail using Weibull reliability curves. Finds the optimal maintenance schedule — the point where maintenance cost is less than failure cost.
Equipment Parameters
Equipment Type
Asset Age (years)
yrs
Weibull Shape β (failure pattern)
β
β<1: infant failure · β=1: random · β>1: wear-out
Characteristic Life η (years)
η yrs
Expected life at 63.2% failure probability
Failure Cost (Local)
Local
Repair + lost harvest during downtime
Preventive Maintenance Cost (Local)
Local
Reliability & Failure Curves
—
Failure Prob. Now
—
Mean Time to Failure
—
Optimal Maint. Interval
—
Annual Saving (Local)
Year-by-Year Maintenance Schedule
LIFE CYCLE ASSESSMENT
Carbon Footprint & Credit Value
Full LCA from seed to sale. Calculates CO₂e per kg of crop produced, total carbon footprint, avoided emissions, and the Local value of carbon credits under Verra VCS.
Farm Inputs
Crop
Farm Area (acres)
ac
NPK Fertilizer used (bags/acre)
bags
0 = zero-fertilizer (highest carbon credit)
Diesel used (litres/acre)
L/ac
Pesticide/Herbicide (L/acre)
L/ac
Land use change?
Carbon credit price (USD/t CO₂e)
$/t
Verra VCS range: $40–$80/t (2026)
Carbon Footprint Breakdown
—
Total Footprint (t CO₂e)
—
kg CO₂e per kg crop
—
Avoided vs Baseline
—
Credit Value (Local)
Scope 1 · 2 · 3 Emission Sources
GENETIC ALGORITHM
Multi-Objective Crop Portfolio Optimizer
Evolves the optimal crop mix when you have 5 competing objectives: profit, water, labour, carbon, and risk — simultaneously. Uses a population of 100 candidate solutions, evolving over 50 generations.
Farm Constraints
Total Acres
ac
Budget (Local)
Local
Water (m³/season)
m³
Labour (days)
days
Objective Weights
Drag sliders to set what matters most to you
💰 Maximize Profit50%
💧 Minimize Water Use20%
👷 Minimize Labour10%
🌍 Minimize Carbon10%
🎲 Minimize Risk10%
Evolution Progress
Ready — click Evolve Solution to start
Best Solution Found
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Profit (Local)
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Water (m³)
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Risk Score
Pareto Front — Trade-off Landscape
CANOPY MICROPHYSICS
Microclimatic Crop-Canopy Physics Engine
Solves localised heat and mass transfer using Penman-Monteith with canopy layer resistance adjustments. Models the exact temperature and moisture variance between soil surface, mid-canopy, and upper leaf line — detecting hidden evaporation spikes before visible wilting occurs.
Canopy Parameters
Crop Type
Solar Radiation (MJ/m²/day)
MJ/m²
Ambient Temperature (°C)
°C
Relative Humidity (%)
%
Wind Speed (m/s)
m/s
Soil Moisture Content (%)
%
Mulch / Foil Cover
Canopy Temperature Profile
Evapotranspiration Breakdown
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Reference ET₀ (mm/day)
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Actual ET (mm/day)
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Mid-canopy Temp (°C)
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Heat Stress Index
DISCRETE EVENT SIMULATION
Harvest Fleet Queueing Bottleneck Simulator
Applies M/M/c multi-server queueing theory to model your harvest-to-market logistics chain. Finds the exact bottleneck where perishable crops degrade while waiting — and calculates the break-even cost for adding extra transport vehicles.
Logistics Chain Inputs
Crop (perishability)
Harvest Rate (tonnes/hour)
t/hr
Transport Vehicles (c servers)
vehicles
Vehicle Capacity (tonnes)
t
Round-trip Time (hours)
hrs
Crop Price at Market (Local/tonne)
Local/t
Extra Vehicle Daily Cost (Local)
Local/day
Queue Performance Dashboard
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Server Utilisation (ρ)
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Avg Wait Time (hrs)
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Avg Queue Length (t)
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Daily Spoilage Loss (Local)
Throughput vs Vehicle Fleet Size
Spoilage Loss Curve
HYDROLOGICAL FLOW
Aquifer Transport & Nutrient Leaching Simulator
Computes subsurface water and solute movement using a simplified Richards equation approach coupled with solute transport. Tracks exactly when liquid fertiliser washes past the root zone during heavy rain events — preventing costly chemical re-applications.
Soil & Application Profile
Soil Texture
Root Zone Depth (cm)
cm
Rainfall Intensity (mm/hr)
mm/hr
Rain Duration (hours)
hrs
Fertiliser Applied (kg N/ha)
kg N/ha
Application Timing
Fertiliser Cost (Local/50kg bag)
Local
Soil Column Water & Nutrient Profile
Leaching Loss Over Time
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Root Uptake (%)
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Leached Below Root (%)
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Surface Runoff (mm)
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Local Lost to Leaching
📅
Global Crop Calendar
Month-by-month farming schedule · localized by crop and region
Your Crop
Region
Season
💳
Agricultural Loan Calculator
Local lenders · banks · MFIs · credit programs
Quick-load a lender
Loan Details
Loan Amount (Local)
Local
Interest Rate (% per year)
%/yr
ADB agric rate ~24% p.a.
Loan Term
months
Repayment Type
Your Expected Farm Revenue (Local/season)
Local
Used to calculate debt service ratio
Loan Summary
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Monthly Repayment
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Total Repayment
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Total Interest Paid
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Debt Service Ratio
✦ Affordability Assessment
Repayment Schedule
Break-Even Yield Required
🐔
Livestock Manager
Poultry · Fish Pond · Goats · Cattle · Pigs — track, optimize, earn more
Flock Size (birds)
birds
Bird Type
Age (weeks)
wks
Feed per bird/day (g)
g
Broiler wk6: ~120g/day
Feed Cost (Local/50kg bag)
Local
Sale Price per bird (Local)
Local
Live broiler, configured local market
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Daily Feed Cost
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Monthly Feed Cost
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Batch Revenue
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Feed Conv. Ratio
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Batch Profit
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Profit / Bird
⚠ Feed Efficiency Alert
Weekly Performance Tracker
Cost Breakdown
Number of Ponds
ponds
Fish per Pond
fish
Species
Grow-out period (months)
mo
Feed Cost/month (Local)
Local
Sale price/kg (Local)
Local/kg
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Est. Yield (kg)
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Revenue (Local)
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Total Cost (Local)
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Profit (Local)
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ROI %
Daily Water Quality Checklist
Herd Size
goats
Breeding does
does
Sale price/head (Local)
Local
Kids per doe/yr
kids
Feed cost/head/day (Local)
Local
Vet cost/head/yr (Local)
Local
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Kids/Year
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Annual Revenue
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Annual Cost
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Annual Profit
Number of pigs
pigs
Current weight (kg)
kg
Target weight (kg)
kg
Daily weight gain (g/day)
g/day
Feed cost/day/pig (Local)
Local
Sale price/kg live (Local)
Local/kg
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Days to Market
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Revenue (Local)
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Feed Cost (Local)
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Profit (Local)
My Crops
Crop Intelligence
➕ Add Crop to Your Farm
🔍
Crop Issues & Treatments
Ask Lena About This Crop
⚙ AI Settings
Lena AI is managed globally by Seneroy. Users do not need to enter, paste, or store server credentials in the browser.
✓ AI connected through secure server proxy
Aquaculture
Fish Farm
3
Ponds
1,200
Fish Stocked
8 wks
To Harvest
Fish Species
🐟
Tilapia
5–6 months
HIGH demand
🐠
Catfish
4–5 months
HIGH demand
🦐
Prawns
3–4 months
MEDIUM demand
🐡
Carp
6–8 months
MEDIUM demand
Ask Lena About Fish Farming
Best fish feed?Water quality?Fish diseases?Startup cost?Profit per pond?
Animal Farming
Other Animals
🐐
Goats
Meat · Milk 5–7 months to market
🐑
Sheep
Meat · Wool 6–8 months to market
🐔
Poultry
Eggs · Meat 6–8 weeks broiler
🐷
Pigs
Meat 5–7 months to market
🐄
Cattle
Beef · Dairy 18–24 months
🐇
Rabbits
Meat 3–4 months
🦃
Turkey
Meat 4–5 months
🐌
Snails
Meat · Export 8–12 months
Ask Lena
Most profitable animal?Disease prevention?Vaccination schedule?Build animal pen?