Long before climate became a global headline, satellites were already observing how the Earth changes quietly, continuously, and at scale. Today, when this long-term view from space is combined with AI, it becomes a powerful way to understand environmental challenges with greater clarity and context. RIFFAI, a Satellite & AI startup and TECHBITE alumni, is building tools that help organizations make sense of the planet through satellite data and artificial intelligence.
Founded in 2024, RIFFAI emerged from a shared realization within the team: environmental decision-making is often constrained by delayed, fragmented, or overly technical data. Many organizations struggle to translate raw information into insights they can actually use. RIFFAI was created to close that gap by combining Earth observation data, satellite imagery, and AI-driven analytics into command and control solutions.
From Space Data to Real-World Decisions
At the core of RIFFAI’s technology is the ability to transform complex satellite imagery into clear, actionable insights. By working with hyper-multispectral satellite data and applying machine learning models, RIFFAI enables users to detect environmental changes, monitor risks, and support long-term planning with greater accuracy.
Instead of requiring deep technical expertise, RIFFAI’s platform is designed to support practical decision-making. Energy companies can evaluate land suitability for renewable projects, RIFFAI’s tech enables data-driven decisions across the energy landscape, transforming how energy industries work with critical intelligence to plan, deploy, and monitor in real time. This approach helps shift organizations from reactive responses to proactive environmental management.
“We are seeing new generations of satellite data process and space influence on industry-agnostic applications, that will help us understand Intelligence decision making in planetary scale.”
— Kolatat Katousano, Founder & CEO
How TECHBITE Shaped RIFFAI’s Growth
While RIFFAI began with a strong technical foundation, joining the TECHBITE Energy by Bangchak group & KX played a key role in refining how the startup connects technology with real market needs. Through mentorship, workshops, and hands-on feedback, the team gained a clearer understanding of product market fit, customer pain points, and scalable business models.
TECHBITE provided RIFFAI with opportunities to engage with corporate partners and industry experts within the broader innovation ecosystem. These interactions encouraged the team to refine how they communicate the value of their deep-tech solution, shifting the focus from technical specifications to clearly articulated business and environmental impact.
Early Traction and Looking Ahead
Since graduating from TECHBITE, RIFFAI has begun gaining recognition within the climate tech and environmental intelligence space. The team has engaged with organizations interested in using satellite-based analytics for environmental planning, sustainability initiatives, and climate risk management.
Looking forward, RIFFAI aims to expand its satellite & AI technologies and market expansion in Asia Pacific and the United States of America. The long-term vision is to make AI-powered satellite solutions and environmental intelligence more accessible, enabling better decisions for strategic industry beyond energy.
“Satellites used to be something far above our heads, but these insights from space are now becoming a practical part of everyday decision-making for both commercial and civilian applications.”
— Kolatat Katousano
Advice for Emerging Startups
For early-stage founders, RIFFAI’s journey highlights an important lesson, especially for fellows building deep-tech companies: move research to market quickly and validate it early with customers. Allows teams to stay focused on advancing the core technology while solving real-world challenges in a commercial setting. Programs like TECHBITE help accelerate this learning curve by providing structure, perspective, and access to the right ecosystem at the right time.
Photo credit : RIFFAI (Linkedin & Website), Earth Jump 2025, VivaTech 2025, ASEAN Sparks, Shark Tank Thailand, COP30, depa 2025, Slush 2025
Interested in the TECHBITE Incubator program or potential collaboration? Contact us at:
Email: [email protected]
Phone: +66 2 470 7906
Website: www.kxinnovation.com
