Saudi Arabia has entered the global ‘accelerating’ tier for physical artificial intelligence (AI), with 13% of its technology startups actively developing solutions in the field, according to a new report by Amazon Web Services (AWS).
The AWS Global Startup Trends Report assessed 4,420 startups across 20 countries. It places Saudi Arabia alongside France, Singapore and Canada in the accelerating category.
The findings point to growing momentum in the Kingdom’s technology ecosystem. However, the report also highlights a gap between innovation and commercial adoption.
Saudi Arabia builds momentum in physical AI development
Physical AI combines artificial intelligence with hardware to enable machines to interact with the physical world. Applications include robotics, industrial automation and intelligent systems.
The report found that 13% of Saudi tech startups are building physical AI solutions. France and Singapore recorded 17% each, while Canada and Australia stood at 14%.
This places Saudi Arabia close to several established technology markets. It also signals growing local capabilities in developing AI applications beyond digital software.
However, developing these technologies is only part of the challenge. Businesses must also be ready to adopt and deploy them.
Slow customer adoption remains a barrier to physical AI
Market readiness remains a major challenge for physical AI developers.
Only 26% of builders globally believe their local markets are ready to deploy these technologies. Meanwhile, 70% identify slow customer adoption as a major constraint.
The report links this challenge to limited enterprise awareness rather than doubts about the technology itself.
Ahmed Boshnak, managing director at AWS in Saudi Arabia, said the main challenge lies in market visibility and deployment readiness.
“The main bottleneck lies in market visibility and deployment readiness, not in the viability of the technology itself,” Boshnak said.
He added that only 14% of builders believe businesses in their markets are ready to use physical AI.
Boshnak identified three factors behind the slow adoption. These include limited opportunities for businesses to see the technology in action, high upfront investment requirements and uncertainty around regulation and safety.
For enterprises, the return on investment must also be clear before they commit significant capital to deployment.
Physical AI could create demand for specialised technical skills
The shift towards physical AI could also reshape workforce demand.
According to the report, 70% of builders expect the technology to create more jobs than it eliminates.
This growth could increase demand for robotics engineers, systems integrators and specialised technicians.
Unlike purely digital AI applications, physical AI requires professionals who can connect hardware, software and real-world operations.
Boshnak said the technology is shifting demand towards applied technical integration.
“Physical AI redirects demand away from pure digital software toward applied technical integration that combines hardware and software,” he said.
Saudi Arabia’s young, digitally literate population could support this transition. National workforce development programmes may also help the Kingdom build the specialist talent required by emerging industries.
Saudi Arabia faces an ‘acceleration paradox’
Despite the growth in startup activity, Boshnak warned that limited domestic demand could restrict the sector’s development.
He described this challenge as an “acceleration paradox”. Startups may develop advanced physical AI products but struggle to find enough local customers.
As a result, some businesses could be forced to seek markets overseas.
Closing this gap will require more than startup investment and technical expertise. Greater enterprise awareness, clearer regulatory frameworks and stronger demand from local industries will also matter.
For Saudi Arabia, the next stage of physical AI growth will depend on turning startup innovation into commercial deployments. The Kingdom has established a growing base of builders. However, wider business adoption will determine how far that momentum translates into industrial development.
