◆ Cluster 01 / 04
DCx LABx starts as one classroom in Phnom Penh — a small Club where kids, junior students, and adult youth learn data, drones, robotics, and AI by building things that actually work. We prove the model first; the bigger satellite, ministry, and regional ambitions come after the first cohort ships.
DCx LABx is a working capability set — not a workshop. Jump straight to what matters to you, or scroll through the full story from foundation to platform.
Why DCx LABx exists, the six pillars that make up the lab, and our newest BioLABx focus on natural farming.
Cambodia has meaningful geospatial and digital building blocks — a national space-policy track, a CORS network, a digital-government policy, university EO labs, and growing sectoral risk systems — but they sit in parallel rather than in one operational architecture.
DCx LABx is built to close that gap. Our strategy is data-first, services-first, and workforce-first — not prestige-first. We use external satellite capacity while internalizing national skills in requirements setting, data engineering, model validation, mission operations, procurement, and governance.
Climate & food security need faster decisions. Ministries need integrated dashboards. Youth need pathways from classroom to deployment. The Mekong needs collaboration. DCx LABx connects all four.
Flood, drought, and crop variability need faster data-driven decisions.
Ministries and projects need integrated dashboards and reliable data workflows.
STEM learners need hands-on pathways from classroom to deployment.
Mekong and CLMV data collaboration can scale impact — together.
A practical innovation architecture: learn, build, test, deploy, scale. Each pillar is a working capability — not a workshop. Together they cover satellite, drone, electric, education, data, and bio — the integrated stack Cambodia needs for the next decade.
Earth observation, satellite analytics, GIS, and remote sensing — anchored on Sentinel, Landsat, HLS, and selective commercial tasking.
Drone pilot training, agriculture missions, infrastructure surveys, and rapid disaster mapping — integrated with QGIS, GeoServer, and Kobo.
Smart energy, IoT, and rural technology — solar irrigation, fish-pond aeration, sensor dashboards, and SME energy systems.
Science, Technology, Engineering, Arts, Mathematics. We add the A — humanities, design, drama, visual arts — so engineers can also create, communicate, and empathise.
The analytics core — AI/ML, monitoring & evaluation, dashboards, and donor reporting platforms — connecting all other pillars.
Plant nursery, tissue culture, and bio-fertilizer R&D — helping Cambodian farmers transition from imported chemical inputs to natural, low-cost, soil-regenerating alternatives.
Cambodia's farmers spend a growing share of household income on imported chemical fertilizers — drained soils, dependency on foreign inputs, and chemical residue concerns are eroding both yield and livelihood. BioLABx is DCx Global's answer: a working bio-fertilizer R&D and plant nursery, paired with farmer-training programmes adapted from the world's most advanced natural-farming nations — Korea's smart-fertilizer industry, Japan's microbiome science, and India's 800,000-farmer Andhra Pradesh natural-farming movement.
Effective Microorganisms (EM), Jeevamrutham/Beejamrutham (Indian natural farming), vermicompost, biochar, and Korean-style controlled-release organic blends. Soil microbiome restoration as the foundation.
Native and climate-adapted variety propagation — banana, cashew, cassava, mango, indigenous medicinal plants. Tissue-culture facility for disease-free seedlings at smallholder-affordable prices.
Farmer-to-farmer curriculum adapted from APCNF (India), Korean Natural Farming (KNF), and Fukuoka's Do-Nothing philosophy. Demonstration plots, Khmer-language video, hands-on workshops.
Pathway support for farmers and cooperatives toward Cambodian organic standards (CamOrganic) and international markets — IFOAM, JAS (Japan), USDA Organic, EU Organic. Documentation, traceability, MIS.
We don't reinvent — we adapt. The three nations below have decades of operational, evidence-based natural-farming research that directly informs our BioLABx programme design.
Establish a working bio-fertilizer production lab + 1-hectare demonstration plot near Phnom Penh or Battambang. 50 farmers trained in KNF + ZBNF techniques. Three measurable trials: rice, cassava, and vegetables.
Replicate the model in 10 commune-level natural-farming clusters. 2,000+ farmers reached. Bio-fertilizer cooperatives. Government partnership with MAFF + Royal University of Agriculture. International study tour to Andhra Pradesh.
50,000 farmers on natural-farming protocols. CamOrganic-certified produce flows to export markets via JAS / USDA Organic / EU Organic equivalence. Bio-fertilizer becomes a Cambodian export product to ASEAN neighbours.
What we deliver — five integrated programmes from solutions and R&D through smart city, satellite, and space.
Consulting and deployment services for government, donors, and private-sector partners — with measurable outputs at commune, district, and project-corridor scale.
Crop maps, crop health, irrigation advisory, yield nowcasting, and traceability readiness — built on rice, cassava, and rubber value chains in Battambang, Kampong Thom, and Tonle Sap.
Forest, mangrove, biomass, and carbon MRV layers, paired with social-safeguard screening, infrastructure-corridor reviews, and project-area impact monitoring — aligned with ADB, World Bank, and IFC frameworks. Always paired: environmental and social are inseparable.
Land-use monitoring, urban-heat & drainage exposure, smart-city dashboards, plus climate-vulnerability and protected-area pressure mapping for Phnom Penh and secondary cities.
Rapid flood mapping, critical-infrastructure exposure, and continuity planning — with commercial SAR tasking reserved for time-sensitive disaster response.
DCx LABx operates as a formal Research & Development entity under the internationally recognised Market Research and Public Opinion Polling industry category. From climate-perception studies to programme evaluation to citizen-feedback platforms — we collect, analyse, and interpret the data that ministries, donors, and businesses use to make decisions.
Our R&D practice in Market Research and Public Opinion Polling is anchored by an officially registered patent issued to DCX Co., Ltd. — the legal credential behind every research engagement we deliver to ministries, donors, and private-sector partners. The full document is embedded below for verification.
Probability sampling, stratification, weighting, and response-rate analysis — anchored by Veun THY's national-statistics expertise.
Knowledge, Attitudes & Practices surveys for climate, agriculture, public health, and governance — at sample sizes that support inference.
Programme-evaluation gold standard: matched cohorts, longitudinal designs, attrition tracking, and donor-grade impact reporting.
KoboToolbox, ODK, and custom-built data-collection apps — bilingual Khmer / English, offline-capable, with real-time supervisor dashboards.
Citizen feedback, satisfaction, and sentiment polling for ministries, parties, and consumer brands. Statistically valid; ethically conducted.
Quantitative surveys joined with qualitative interviews, focus groups, and Participatory Action Research (PAR) — anchored by ADIC's 14 years of practice.
Selected from the consortium's portfolio. Full track record on the Safeguard Consulting page.
| Project | Donor / Client | Method | Sample / Scope | Duration |
|---|---|---|---|---|
KAP4 — Climate Change Perceptions Study |
UNDP / MoE · USD 125.9K | National KAP survey, satellite-integrated mapping | 1,600-respondent national sample | 9 mo · 2023 |
LASED III Baseline Survey |
WB / MLMUPC / MAFF · USD 100K | Geo-referenced household survey, GIS, M&E system design | Land-reform programme target districts | 6 mo · 2024 |
Coastal Tenure Security & Mangrove Protection |
Landesa / Dovetail · USD 100K | Participatory Action Research (PAR), CFi governance | Coastal communities · multi-province | 30 mo · 2021–2024 |
Tonle Sap Floating Communities — Situation Analysis |
Save the Children · USD 30K | Rapid baseline, mixed-methods | Children & caregivers — Kampong Chhnang & Pursat | 2 mo · 2017 |
Cambodia Sustainable Livelihood for IP Communities (CSLICP) |
JSDF / WB · USD 2.67M | PAR + CoRe, ESMP, M&E, FFS | Indigenous communities — Mondulkiri & Ratanakiri | 48 mo · 2022–2025 |
Standard methods, applied with discipline. We choose the technique that fits the question — not the technique that fits the trend.
Every research engagement runs through the five LABx pillars — sampling design and field training from STEAMx; aerial validation from DroneLABx; sensors and IoT from ElectricLABx; satellite, GIS, and cartography from GeoLABx; analytics, dashboards, and reports from DataLABx. The pillars feed the research; the research validates the pillars. That's what makes DCx LABx a credible R&D entity, not just a technology vendor.
Angkor was the largest pre-industrial city on Earth — supporting up to a million people through hydraulic engineering, free public hospitals, immutable stone records, and a 12-km-spaced royal road network. Cambodia doesn't need to import the smart-city concept. We have the world's most sophisticated prior example. The work is to translate that ancestral wisdom into modern code, calibrated for Cambodia 2030 — and adapted from Singapore, Estonia, Songdo, Helsinki, Tokyo, and Dubai's best moves where they apply.
The West Baray (7.8 × 2.1 km, 50 million m³) and East Baray were the largest pre-modern artificial reservoirs on Earth. They powered a 1,000 km canal network supporting three rice harvests per year. Angkor declined when the system silted — proof that water IS infrastructure.
IoT water-quality sensors · Sentinel-1 SAR flood mapping · digital twin of urban drainage · climate-vulnerability models · early warning systems · smart irrigation · stormwater AI.
Phnom Penh monsoon flood management · Tonle Sap floodplain monitoring · Battambang & Siem Reap rainwater harvesting · climate-adaptive agriculture across CLMV uplands.
Jayavarman VII built 121 dharmasalas (rest houses) every 12 km along the royal road network linking Angkor to Phimai (Thailand), Sambor Prei Kuk, and Champa. The original last-mile infrastructure — empire as mobility.
Smart transit · EV charging networks · traffic AI · road-condition IoT · rural connectivity towers · last-mile delivery platforms · tourism mobility apps · MaaS (Mobility-as-a-Service).
Phnom Penh BRT corridors · National Highway 5/6 digitization · Siem Reap–Angkor circuit · provincial last-mile health and agri delivery · Cambodia–Vietnam–Laos transit integration.
Jayavarman VII established 102 arogyasala (royal hospitals) across the empire — free of charge, staffed by physicians from all four social orders. The Ta Prohm inscription lists medical inventories and staffing. World's earliest documented public-health network.
e-Health records · telemedicine · digital-identity stack · universal coverage rails · vaccine cold-chain IoT · emergency response · AI triage · cross-border health data.
Rural clinic digitization · NSSF integration · maternal & child health tracking · pandemic preparedness · CLMV cross-border health coordination · indigenous-language clinical apps.
Over 1,200 inscriptions in Sanskrit and Old Khmer — immutable state records carved in sandstone documenting land grants, tax exemptions, hospital rosters, religious foundations. Inscription K.908 at Preah Khan named every village obligated to support a temple. Proto-blockchain — distributed, transparent, tamper-evident.
Blockchain land registry · open-data portals · e-procurement · public financial management · business registry · transparent budgets · zero-knowledge proofs for privacy-preserving records.
National land cadastre digitization · MoC business registry · MEF transparent budgets · public procurement portal · NGO transparency · audit-grade chain-of-custody for ESS / safeguards.
Angkor Wat aligns precisely to Mt Meru, the cosmic axis of Hindu-Buddhist cosmology. Every temple, road, and city plan placed humans inside a sacred geometry that unified governance, religion, and daily life. Tourists today see stones; the empire saw a living mandala.
Digital twins of heritage sites · AR / VR cultural experiences · responsible-tourism platforms · Khmer-language cultural AI · craft-economy marketplaces · NFT-backed artisan provenance.
Angkor digital preservation (with APSARA Authority) · Siem Reap visitor-flow management · cultural-heritage authentication · soft-power exports · Khmer creative-industry rails (silk, ceramics, music, Apsara dance).
Land-use change, zoning compliance, building permits, and growth-corridor analysis — anchored on Sentinel-2, very-high-resolution tasking, and ground-truthed by drone.
Traffic counts, road-condition surveys, transit corridor analysis, and intersection safety — combining drone surveys, AI vehicle detection, and ministry traffic data.
Water supply leak detection, drainage capacity in monsoon, urban heat-island mapping, and Sentinel-1 SAR flood monitoring for low-lying districts.
IoT-based early warning, rapid drone deployment for incidents, integration with NCDM/CamDi, and dashboards for first-responder decision support.
Low-cost PM2.5 sensor networks, Sentinel-5P NO₂ and aerosol layers, fire/smoke alerts, and weekly public dashboards for citizen awareness.
Mobile-first service apps, complaint and feedback channels, an open-data portal for civic participation, and bilingual Khmer / English interfaces.
Pilot Khan (district), 2–3 service domains, partnership with Phnom Penh Capital Hall and MLMUPC. Public dashboard goes live.
Replicate to all Phnom Penh districts; pilot a secondary city — Battambang, Siem Reap, or Sihanoukville based on partner readiness.
Provincial city programme, federated open-data portal, and integration with the ASEAN Smart Cities Network.
Use free missions for the national commons, buy commercial data only where open data is insufficient, and keep local ground-truthing at the centre of decision quality.
The national commons — free, repeatable, full-coverage missions used for baselines and routine monitoring.
Targeted commercial data for urgent, cloudy, high-resolution, or sensitive cases — never as the default.
Local UAV, GNSS, and in-situ data for calibration, validation, and legal defensibility of every product.
Latency matters as much as resolution. We organize operations in three tiers.
GSMaP rainfall · VIIRS fire · MRC telemetry · premium tasking for live disaster response.
Sentinel-1/2 · HLS · Landsat · PlanetScope — driving routine ministry workflows.
Biomass, vulnerability, land-cover, carbon-accounting products for policy and donor reporting.
DCx LABx is fundamentally a Data Science programme. We work on every technology that collects data — satellites, drones, IoT, sensors, surveys — and the discipline that transforms it into insight, decisions, and value. Cambodia's space technology ambition fits inside that lifecycle, not outside it.
Every technology that observes Earth — orbital, aerial, ground, citizen.
Pipelines, AI/ML, GIS, statistics — turning raw signals into clean evidence.
Data-driven decision-making for ministries, donors, communities, businesses.
Yield uplift, lives saved, dollars saved, trust earned, sovereignty advanced.
Honest about today: Cambodia's space programme is in policy and capacity-building phase. The realistic ladder rises from educational CubeSats and public open data, through operational EO services, to (eventually) hosted payloads and national receive segment.
Build on ITC's UT-ITC Cube momentum and the future Apsara-1 ambition. Subsystem prototyping, RF labs, VHF/UHF student ground stations, partner with Asia-Pacific university CubeSat networks.
Operational Sentinel/Landsat/HLS pipelines, national data cube, KHEOBS integration, public open-data portal. Production analytics for agriculture, climate, urban planning.
Recurring budget for VHR optical (Pléiades Neo, KOMPSAT) and rapid SAR (ICEYE, Airbus) — only where open data is insufficient. Output-based procurement, never brand-locked.
Small S/X-band receive station for sovereign data rights or contracted ground-station service — only after demand is proven by L2 services and ministry uptake.
Cambodia-funded payload on a partner platform, or full educational CubeSat flight. The goal isn't a constellation; it's demonstrated national capability across the entire space-data lifecycle.
SpaceX showed the world that ambitious space technology can compress timelines that used to take governments decades. We won't build rockets in Phnom Penh — but we will absorb the same operating principles: iterate fast, ship from Day 1, treat data as the product, and refuse to wait for permission to be excellent. Cambodia's space technology future runs on that same energy, sized to our means.
How we build the talent — bootcamps for working professionals and a full STEAM curriculum for K-12 and university students.
For junior students: exposure, confidence, fluency. For university students: real engineering. For working professionals: the skills ministries and donors actually need on the next contract.
Map reading, weather and climate, coding (Python or block-based), basic GIS, UAV safety, environmental observation, design thinking, ethics, storytelling, and hackathon-style field challenges. The A — Arts, Drama, Design — runs through every project.
Applied IoT, drone mapping, GIS, AI/ML, and prototype studios — modeled on AI Singapore's AIAP. Every cohort ships a real client product.
Satellite data analytics, M&E system design, digital transformation, ESS safeguards, and procurement integrity — credentials donors and ministries recognize.
Science, Technology, Engineering, Arts, Mathematics. The A — humanities, design, drama, visual arts — is the connective tissue that turns a competent engineer into someone who can communicate, design, empathise, and create. Cambodia's next generation needs both halves. Below is a curated map of free and open resources that any kid, teenager, or adult learner can use today.
From early arithmetic to calculus, linear algebra, and statistics — the foundation of every other subject.
Classical mechanics, electricity & magnetism, optics, modern physics — through interactive simulations.
Citizen science, taxonomy, ecosystems — perfect for fieldwork in Cambodian forests, wetlands, coasts.
Electronics, microcontrollers, motors, sensors — the hands-on engineering of moving systems.
Flight principles, mission planning, photogrammetry — the technology behind DroneLABx.
How servers, networks, and cloud infrastructure actually work — critical for any data engineer.
From spreadsheets to machine learning — the discipline that powers every DCx project.
Drawing, art history, photography, design thinking — the creative half of STEAM.
Storytelling, theatre, music — the communication discipline that distinguishes a great engineer from a good one.
Whether you're 8, 16, or 35, there's a clear starting line. Pick your row.
Visual coding, simple robots, art and observation. The goal is wonder — and confidence with technology by age 12.
Real Python, Arduino projects, drone flights, design portfolios. Cohort works toward shipping a real artefact every term.
For young professionals, civil servants, NGO staff, and educators — applied AI, GIS, and drone certification with real-client capstones.
Game-based learning isn't a trick — it's how kids stay engaged for hours. These platforms teach real skills through real challenges.
200+ free interactive simulations on motion, electricity, waves, atoms, and more.
Block-based coding for the BBC micro:bit, Minecraft, Arcade, and LEGO robotics.
Every resource above is free or has a substantial free tier. Many work offline once initially loaded — important for districts with intermittent connectivity. Several have official Khmer translations (Khan Academy, Code.org), and most are visual-first, making them accessible to learners still building English fluency. DCx LABx doesn't replace these platforms — we curate, contextualise, and connect them to Cambodian projects so learning becomes deployment.
How we run it — physical blueprint, tech stack, investment stages, 12-month roadmap, and regional network.
Stage 0 is one classroom. Stage 1 adds a drone field and a small electronics bench. Stage 2 becomes the multi-zone hub. Provincial nodes only after Stage 2 has graduates.
~25 learners · 10 shared laptops · smartboard · 2–3 drones · robotics & IoT kits in cabinets.
Adds an outdoor flight strip, secure drone storage, repair bench, simple field range.
Solar panel demo, battery bank, IoT sensor testbeds, smart-irrigation kit.
GIS & AI workstations, modest GPU compute, cloud gateway, full data-platform stack.
Prototype, hackathon, and startup zone for cross-pillar projects and showcase events.
Field validation labs in Battambang, Kampong Thom, coastal & forest regions.
Design principle: use open standards first; buy premium data and tooling only where operational value is demonstrably proven. Built to integrate with existing DCx data systems.
Satellite · Drone · IoT · Kobo · field surveys · CORS / GNSS · weather stations
Python · R · QGIS · eo-learn · TorchGeo · Raster Vision · ETL pipelines
STAC · COG · Open Data Cube · openEO · PostgreSQL / PostGIS · cloud object store
Laravel · React · Node · APIs · GeoServer · authn / authz · audit logging
scikit-learn · PyTorch · gradient boosting · time-series · CV · MLOps
Metabase · dashboards · GIS portals · mobile apps · ministry reports
KoboToolbox · ODK · UAV mission planning · CORS rovers · IoT gateways
Model cards · holdout tests · bias audits · AI Verify-style toolkit
We start in one room with one cohort — at a budget Cambodia can actually sustain — and earn each next stage with results. The big national-platform envelopes are real targets, but they come only after the small Club proves the model.
A disciplined, doable 12 months at $25K–$80K total — find the room, run the cohort, ship one real project, document outcomes, and earn Stage 1 funding. No mega-budget, no donor mountain to climb. A Cambodian-scale start that the country can actually own.
Secure one classroom, recruit ~25 learners (kids · junior · adult youth), set curriculum, get core kit ($10–$25K).
First Club sessions begin. Python, sensors, drones basics, simple GIS. Weekly demos to parents and partners.
Each team delivers one working artefact — a farm-bot, a flood map, an IoT sensor — to a partner farm or school.
Showcase results, document learning, recruit cohort #2, and apply for Stage 1 funding with proof in hand.
DCx LABx connects directly to the regional and international architectures already operating in the Mekong and ASEAN — and adapts proven international playbooks rather than copying them wholesale.
Hydrology, fisheries, and basin-level data exchange under MRC procedures for shared information across CLMV.
2024 MRC–AHA cooperation on disaster monitoring; ASEAN's Digital Data Governance Framework for cross-border flows.
Regional EO services partnership — the natural mirror programme for DCx LABx to plug into.
One sponsor — a small foundation, a single ministry, a private partner, or a CSR programme — can fund the entire Starter Club at $25K–$80K. That's the whole budget for a 12-month proof of concept. Cambodia takes it from there.