Saudi AI IOT startup RIME Raises $2M gathering local data

Saudi AIoT startup RIME has raised more than $2 million in a seed funding round led by SEEDRA Ventures, as artificial intelligence continues to dominate startup investment activity across the Middle East, Africa and the Arab region.

Founded in Riyadh in 2024 by Mohammed Almarshidi and Arif Alotaibi, RIME develops an end-to-end platform that enables businesses to deploy autonomous AI agents across physical locations such as retail stores, branches and service centres.

The seed round saw participation from Athlah Investment, Unity Invest Partners and a group of angel investors. It follows an earlier pre-seed round also led by SEEDRA Ventures, reflecting continued investor confidence in the Saudi startup and its founding team.

RIME says more than 6,000 cameras are already connected to AI agents on its platform across more than 2,000 operational sites in the Kingdom, including major retail and service chains in the Gulf region.

AI Moves From Screens to Stores

Using edge computing and Artificial Intelligence of Things technologies, RIME’s platform processes data locally through connected cameras and sensors, allowing organizations to act on events in real time without relying on remote data centres.

The company is targeting operational environments where speed, reliability and on-site decision-making matter, including stores, branches and service centres. Its platform is designed to improve operational efficiency, monitor adherence to procedures and reduce waste and unexplained losses.

“We are moving towards a new era of physical AI, where systems step off the screen to interact and make decisions directly in real-world environments,” said Mohammed Almarshidi, co-founder of RIME. “We believe that on-premises data processing via edge computing will be the cornerstone of field AI agents, offering faster processing speeds, easier system integration, and immediate response to events.”

He added that RIME aims to provide a secure and easy-to-use platform that is fully deployed and managed for clients, reducing the technical burden on organizations adopting AI at operational sites.

Startup Funding Turns Toward AI

RIME’s seed round comes during a strong month for startup funding across the Middle East, Africa and the Arab region. Startup investments rose 106.26% month-on-month in July, with approximately $3.3 billion raised through 20 investment deals, according to the investment data included in the document.

Artificial intelligence was by far the leading sector, attracting $3.124 billion across five deals and accounting for 95.25% of total startup funding during the month. Fintech followed with $82.5 million across five investments.

Saudi Arabia ranked second regionally, securing $93.5 million across seven investment deals, with activity spanning fintech, gaming, insurtech, artificial intelligence, agritech and hospitality technology. RIME’s round fits into that wider Saudi deal flow, but also points to a more specific trend: AI funding is moving from model development toward real-world deployment at the point of operation.

Turning Cameras Into Intelligence

For investors, the opportunity is not only in building larger AI models, but in applying AI to existing infrastructure. Abdullah Al-Munif, co-founder of SEEDRA Ventures, said the firm’s investment in RIME aligns with its venture studio model, having supported the company since inception across product development and go-to-market strategy.

“As AI models become more widely available and their capabilities converge, the models themselves are no longer the key differentiator in the sector,” Al-Munif said. “Differentiation now lies in the ability to deliver intelligent decisions to the point of operation at the very moment an event occurs.”

He added that organizations in the region already have large networks of cameras and sensors that have historically been used mainly for documentation. RIME’s approach is to turn that infrastructure into an active layer of operational intelligence.

Saudi Vision 2030 Alignment

RIME plans to use the new capital to strengthen its presence in the Saudi market, accelerate platform development and help organizations deploy reliable, scalable AI applications in everyday work environments.

The company says its work aligns with Saudi Arabia’s National Strategy for Data and AI and Vision 2030, both of which aim to build a more advanced digital economy and accelerate adoption of emerging technologies across sectors.

As regional startup capital continues to flow into AI, RIME’s raise shows how Saudi startups are positioning themselves beyond software-only use cases and into physical operations, where AI agents, edge computing and existing camera networks can reshape how businesses run on the ground.