Pilot Complete · Vietnam

Carbon markets,
finally open
to smallholders.

Terravo automates MRV for smallholder farmers using AI and satellite data — cutting costs 40× while meeting Verra international standards.

▶ View Live Demo Request IR Deck →
0.980
Model R²
±2.9%
AI Model Uncertainty
40×
Cost Reduction
✓ Verra
Tier 2 Eligible
🛰 Khiet Tam Cooperative — Live MRV Report
● Verified
LocationCan Tho, Vietnam
NDVI (avg)0.725
Sentinel-2 obs33 / 3yr window
SAR obs147 / 3yr window
Carbon (net)12.23 tCO₂e / yr
Uncertainty±12% (pilot report)
Farmer revenue$161.45 / yr
$50B
VCM market size by 2030
500M+
smallholders locked out today
$50
MRV cost per farm (vs $20K+)
6mo
to certification (vs 3.6 years)
How It Works

From farm GPS to
verified carbon credit — in seconds.

01
📍
Farm Registration
Farmer or cooperative submits GPS boundary coordinates via web dashboard or API. No hardware required.
›
02
🛰️
Satellite Data Pull
Google Earth Engine API fetches 3 years of Sentinel-2 optical + Sentinel-1 SAR radar data. Cloud-penetrating, year-round.
›
03
🤖
AI Inference
26-feature RandomForest model (R²=0.980) estimates carbon reduction. Uncertainty ±2.9% — 5× better than Verra's 15% threshold.
›
04
📄
Credit Issuance
Verra-eligible MRV report auto-generated. Credits listed on marketplace. Farmer receives 88% of sale proceeds.
Technology

Built on open satellite data.
Zero marginal cost per farm.

🛰️
Dual Satellite Fusion
ESA Sentinel-2 (NDVI, EVI, LSWI, NDRE) + Sentinel-1 SAR (VV/VH polarization). SAR penetrates monsoon cloud cover — enabling year-round data collection in Vietnam and Indonesia.
Free & Open Data
🧠
RandomForest AI Model v03
Trained on 15 real farm GPS coordinates × bootstrap augmentation = 492 samples. 26 features spanning satellite indices, weather (Open-Meteo), and soil carbon (ISRIC SoilGrids).
Verra VMD0053 v2.1 Aligned
⚡
Google Earth Engine API
Real-time satellite data retrieval via GEE Python API. 3-year observation window, 40% cloud threshold. Supports Vietnam AWD rice and Mongolia grassland SOC project types.
Live Connected
🔌
FastAPI REST Backend
Endpoints: /farms/register, /mrv/calculate, /marketplace, /analytics. GEE initialized at startup. Model v02 with v01 fallback. JSON responses with full uncertainty reporting.
Python · FastAPI
AI Model Performance — v03
0.980
R² Score
0.985
CV R²
±2.9%
Uncertainty
0.642
MAE (tCO₂e)
✓Verra Tier 2 threshold: <15% uncertainty — Terravo: ±2.9% (5× better)
✓v01 (simulation): ±49.5% → v03 (real satellite): ±2.9% (17× improvement)
✓26 features: NDVI + EVI + LSWI + NDRE + SAR VV/VH + weather + soil
✓Real pilot: Khiet Tam Cooperative, Can Tho — 12.23 tCO₂e verified
✓Supports Vietnam AWD rice + Mongolia grassland SOC methods
✓Data flywheel: more farms → better model → lower uncertainty
Target Markets

Starting in Southeast Asia.
Scaling across Asia-Pacific.

We go where the carbon potential is highest and the infrastructure is lowest — exactly where existing players don't serve.

🇻🇳
Vietnam — Phase 1
Mekong Delta · AWD Rice
1.9M hectares of rice paddies. Government's 1 Million Hectare Low-Carbon Rice Program mandating AWD conversion by 2030. Khiet Tam Cooperative pilot already complete.
Pilot Complete ✓
$8–25/tCO₂e
AWD Methane Reduction
🇲🇳
Mongolia — Phase 1
Grassland · SOC Sequestration
131M hectares of grassland covering 70% of the country. ADB Grassland Carbon Restoration pilot launched December 2025. Premium SOC removal credits.
ADB Partner
$18–35/tCO₂e
Soil Carbon Removal
🇮🇩
Indonesia — Phase 2
Peatland + Blue Carbon
World's largest mangrove area. Peatland restoration with highest carbon premium. Same SAR pipeline directly applicable to coastal blue carbon measurement.
2027 Target
$25–50/tCO₂e
Blue Carbon
🌏
Asia-Pacific — Phase 3
Cambodia · Philippines · Kazakhstan
Cambodia rice (Vietnam model replicated), Philippines seagrass blue carbon, Kazakhstan steppe SOC (Mongolia model replicated). One codebase, global reach.
2028–2029
Bundle Credits
$35–50/tCO₂e
Business Model

Four revenue layers.
Each one funds the next.

Layer 1 · Now
Carbon Credit Sales
Direct Project Developer. Measure → Register on Verra/Plan Vivo → Sell to ESG buyers. 12% platform fee.
12%
Platform fee per credit sold
Layer 2 · Seed
Data Network API
NDVI, SAR, and carbon data sold as API subscriptions to IRRI, World Bank, ADB, ESG funds.
$2K–20K
Monthly API subscription
Layer 3 · Series A
Methodology Royalty
Register Terravo AI MRV as Verra standard. Other developers using our method pay royalty per credit.
$0.5–2
Per tCO₂e (royalty)
Layer 4 · Series A+
Agri-Finance
Carbon credit-backed advance payments and minimum price guarantee insurance for farmers.
5–8%
Margin on financing
Credit Diversification

One satellite pipeline.
Four credit types.

The same Sentinel-2 + SAR infrastructure measures different carbon activities. As farms grow, we layer higher-value credits on top.

Layer A · NOW
🌾
AWD Rice Methane
Alternating Wet-Dry rice cultivation reduces methane 30–50%. Vietnam Mekong Delta + Cambodia. Verra VM0017 methodology.
$8–25
/tCO₂e · Reduction
Live ✓
Layer B · Seed
🌱
Soil Carbon (SOC)
Soil carbon sequestration via regenerative agriculture. Already in 25-feature model (ISRIC SoilGrids). Mongolia grassland + Indonesia peatland.
$15–35
/tCO₂e · Removal
2027
Layer C · Series A
🌊
Blue Carbon
Mangrove, seagrass, tidal wetlands. SAR measures coastal water levels directly. Indonesia (world's largest mangrove) + Philippines + Bangladesh.
$13–35
/tCO₂e · Removal
2028
Layer D · Scale
✨
Bundle Credits
AWD + SOC + Biodiversity co-benefits bundled per farm. Multi-credit frameworks emerging in US/UK. Farmer revenue $160 → $400–600/yr.
$35–50
/tCO₂e · Bundle
2029+
Market signal (2024):
🔺 Removal credits trade at 381% premium over reduction credits — and growing
🔺 APAC AFOLU credit issuance +38% YoY in 2024
🔺 Nature-based offtake agreements doubled in H1 2024
Competitive Landscape

Everyone else serves big projects.
We serve the other 500 million.

Criteria EcoAi (에코아이)
(Korea · KOSDAQ)		 Pachama
(US · Acquired)		 South Pole
(Switzerland)		 Terravo ✦
Our approach
MRV Method Field audits
On-site inspectors		 Satellite + AI
Forest only		 Manual + offset
Aggregator model		 AI + Dual Satellite
Sentinel-2 + SAR
MRV Cost $20K–100K
per project		 $5K–20K
enterprise only		 $10K–50K
per project		 < $50
per farm (40× cheaper)
Certification Time 3.6 years avg 6–12 months 2–3 years 6–9 months target
Min. Farm Size 1,000+ ha 100+ ha (forest) 500+ ha 2 ha smallholder ✓
Asia Smallholder ✗ No ✗ No ✗ No ✓ Core focus
Credit Types Cookstove, Forest Forest only Multiple (broker) AWD + SOC +
Blue + Bundle
Recent Status -99% op. profit
(2024 earnings)		 Acquired by
Carbon Direct (2025)		 Restructuring
focus shift to enterprise		 Pilot complete ✓
Raising $300K Seed
EcoAi Signal
Field audits are broken
-99% operating profit in 2024. Manual MRV can't scale. Terravo's AI automation solves exactly this structural failure.
Pachama Signal
Satellite MRV validated
$79M raised, acquired for forest carbon. Proves the model works. Terravo applies the same approach to agriculture — a market Pachama never entered.
Market Gap
500M farmers, 0 platforms
Every major player focuses on large-scale projects. The smallholder market — $12B by 2030 — has no dedicated AI-native platform. That's Terravo's lane.
Investors

Seed Round — Now Open.

We're raising $300K to take Terravo from pilot to certified. First close targeted Q3 2026.

Round Terms
Raising
$300K
USD
Structure
SAFE
Simple Agreement
Discount
20%
on next round
Val. Cap
$3M
USD
Timeline
First Close TargetQ3 2026
Min. Ticket Size$25,000
Next MilestoneSeries A ($2–3M)
📧 Request Full IR Deck
Use of Funds
🇻🇳 Vietnam Pilot — 20 Farms
Cooperative partnership, GPS onboarding, field validation
$50K
📋 Plan Vivo Certification
Legal consulting, methodology review, registration fees
$50K
🇲🇳 Mongolia Market Entry
ADB partner linkage, herder CBO onboarding
$40K
☁️ GEE Commercial + Infrastructure
GEE Basic plan, AWS, PostgreSQL, SSL
$30K
🤖 AI Model v03 + Retraining
Expand training data 15 → 500 farms, SOC layer
$30K
⚖️ IP / Patent Filing
AI MRV methodology — domestic + PCT international
$30K
👤 First Hire (Local Partner)
Vietnam/SEA network, cooperative BD, 6-month contract
$50K
✈️ IR & Conferences
Singapore, Vietnam, climate tech events
$20K
Total
$300K
Live Platform Demo

The actual product.
Try it now.

Demo mode — live satellite data available upon request
app.terravo.io/platform
API offline
Platform
📊 Dashboard
➕ Register Farm
🛰️ MRV Calculator
Market
🌿 Marketplace
Dashboard
Vietnam · AWD Mongolia · SOC
Farms
3
registered
Credits
34.7
tCO₂e verified
Revenue
$485
farmer earnings
Accuracy
±2.9%
model uncertainty
Registered Farms
FarmAreaMethodStatus
Khiet Tam A2.2 haAWD RiceMRV Done
Phu Can B3.1 haAWD RiceMRV Done
Gobi Herder 1420 haGrassland SOCPending
Register New Farm
🛰️ MRV · VMD0053 v2.1
Carbon Credit Marketplace
CRED-4K9AKY
AWD Rice · Vietnam
Khiet Tam Cooperative, Can Tho
$183.45
12.23 tCO₂e · @$15/t
CRED-7M2XRP
AWD Rice · Vietnam
Phu Can Cooperative, Tra Vinh
$261.30
17.42 tCO₂e · @$15/t
CRED-PENDING
Grassland SOC · Mongolia
Gobi Herder 1, Dundgovi
—
MRV pending
Pending
Roadmap

From 20 farms to 10,000.
A clear path to scale.

Phase 1 · Pilot
Vietnam Launch
2026
20 farms onboarded
First Pre-verified credit sales
Plan Vivo application
Seed IR begins
Phase 2 · Seed
Dual Market
2027
100 farms (VN + MN)
Plan Vivo certified
Data API B2B launch
$500K–1M raised
Phase 3 · Series A
Regional Scale
2028
1,000 farms + Indonesia
Verra VCS registered
Blue carbon expansion
$3–5M raised
Phase 4 · Scale
Climate Infrastructure
2029+
10,000 farms · 7 countries
Bundle credits ($35–50/t)
Climate data infrastructure
$300B+ TAM
Team

Built by a founder who
built the tech from scratch.

Founder & CEO
Hawon Kim
AI / ML · RandomForest
Google Earth Engine API
FastAPI · Python
Satellite Remote Sensing
Carbon Market (Verra · Plan Vivo)
English · Korean
Climate Tech Entrepreneur
Previously built S-SMDC (AI-optimized renewable energy data center). Independently developed Terravo's full AI pipeline — satellite data ingestion, RandomForest MRV model (R²=0.980, ±2.9%), FastAPI backend, and full-stack dashboard. Issued real Verra-eligible MRV report for Khiet Tam Cooperative, Can Tho. Fluent in English; experienced in global IR and cross-border partnership development.
Get In Touch

Let's build the carbon
data layer together.

For investment inquiries, pilot partnerships, or technical questions.

Or email directly: contact@terravo.io