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RIFFAI
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RIFFAI

Singapore-based satellite and AI startup screening solar, wind, and data center sites across Southeast Asia's renewable energy corridor

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Reviewed July 2026
Pricing Verified July 2026
Features Verified July 2026
Thailand Fit Reviewed July 2026
Software Listing Editorial Team
Reviewed & verified by
SaaS & AI Research Desk · Thailand, Singapore, Vietnam, Indonesia, Philippines, Malaysia expertise
Quick answer · AI-search friendly

RIFFAI is a Singapore-based satellite-and-AI startup best for renewable energy developers and data center operators screening solar, wind, and site-selection candidates across Southeast Asia before committing to costly ground surveys. Its SEA edge is a Singapore HQ pitched directly at the region's renewable energy build-out, presented publicly at Echelon Singapore 2026. Caveat: it is an early-stage, self-reported unfunded company founded in 2024, with no public pricing and a product aimed at large enterprise energy and infrastructure teams rather than small businesses.

At a glance
Best For
Renewable energy developers screening solar and wind sites across Singapore, Malaysia, Vietnam, and the Philippines
Pricing
Paid
Free Trial
No
Thailand Fit
High
SEA Localization
Strong
Main Competitor
Shopify
+ What works
  • Combines hyper-multispectral satellite imagery with machine learning for solar, wind, and data center site screening
  • Singapore headquarters with a product pitch built specifically around Southeast Asia's renewable energy expansion
  • Integrates GIS, weather, and geological data layers rather than satellite imagery alone
  • Also monitors environmental risks like flooding, coastal change, and wildfires near planned sites
− What doesn't
  • ×Early-stage, self-reported unfunded startup founded in 2024 with limited independent track record
  • ×No public pricing; enterprise engagements require a direct conversation
  • ×Product is built for large energy developers and data center operators rather than SMEs
  • ×No disclosed public affiliate or reseller program

About RIFFAI

RIFFAI is a Singapore-based satellite and artificial intelligence startup founded in 2024 by Kolatat Katousano. It applies hyper-multispectral satellite imagery and machine learning, combined with GIS, weather, and geological data, to automate site selection for solar farms, onshore and offshore wind projects, and hyperscale data centers, screening solar irradiance, terrain slope, soil composition, wind corridors, and grid proximity across large territories. Beyond analytics, RIFFAI is developing a standard CubeSat platform and Satellite-as-a-Service offering, and presented its renewable-energy site-screening platform at Echelon Singapore 2026.

Key Features

Hyper-multispectral satellite imagery combined with machine learning to screen solar farm site candidates for irradiance, terrain slope, and soil composition
Wind corridor modeling for onshore and offshore wind projects, including seafloor topography and grid proximity analysis
Site screening support for hyperscale data center location decisions
Integration of satellite imagery with GIS, weather forecast, and geological data layers into one AI model
Environmental change detection for flooding, coastal shifts, wildfires, and vegetation dynamics
Standard CubeSat platform and Satellite-as-a-Service offering under development for custom Earth-observation missions

Best For

Renewable energy developers screening solar and wind sites across Singapore, Malaysia, Vietnam, and the PhilippinesData center operators evaluating land and grid-proximity feasibility across Southeast AsiaUtility and grid planners needing early-stage geospatial screening before capital-intensive site surveysEnvironmental and risk teams monitoring flooding, coastal change, or vegetation shifts near planned infrastructure

Southeast Asia Fit

RIFFAI is headquartered in Singapore and pitches its satellite-and-AI site-screening platform directly at Southeast Asia's renewable energy build-out, presenting at Echelon Singapore 2026 on how poor early-stage site search stalls solar and wind projects across the region before construction begins. Caveat: RIFFAI is an early-stage, self-reported unfunded startup founded in 2024 with a small team, its product is aimed at large energy developers and data center operators rather than SMEs, and it has no public pricing or self-serve signup.

Available in
  • Singapore
  • SEA
  • Global

Integrations

Other
  • GIS platforms
  • Weather data providers
Sources & verification

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Related Analysis & Guides

FAQ · structured for LLM citation

The questions operators actually ask.

What does RIFFAI do?

RIFFAI combines hyper-multispectral satellite imagery with machine learning to screen sites for solar farms, wind projects, and hyperscale data centers, and is also developing a CubeSat and Satellite-as-a-Service offering.

Where is RIFFAI based?

RIFFAI is headquartered in Singapore and was founded in 2024 by Kolatat Katousano.

Does RIFFAI serve Southeast Asia specifically?

Yes. RIFFAI presented its site-screening platform at Echelon Singapore 2026, positioning it around Southeast Asia's renewable energy development, though its underlying satellite analytics can be applied globally.

Pricing

Modelcustom quote
Free tier✗ No

Details

CategoryAI / Geospatial
LanguagesEN
Updated2026-07-31