Automation is revolutionising the UAE’s labour market services. At the Ministry of Human Resources and Emiratisation (MoHRE), human effort has been reduced by 56 per cent, with 175,000 of 310,000 requests between February and October fully automated. Even more impressively, review and approval times for eligible quota requests have been slashed by up to 99 per cent,  from 10 days to just one second.

This dramatic efficiency gain comes from MoHRE’s AI-powered smart work permit system, which automatically verifies eligibility, allocates quotas, and uses predictive models to anticipate workforce needs, all while minimising delays, errors, and manual intervention.

The Ministry says this milestone reflects its technology-driven approach to service development, combining advanced AI solutions, a robust digital infrastructure, and continuous upskilling of employees to manage smart automation effectively. Seamless electronic integration with government partners further enhances speed and reliability.

A standout feature is the AI-powered quota allocation system, which supports business growth by proactively assigning workforce quotas based on an establishment’s operational status and real-time needs. The system ensures companies can meet staffing requirements quickly while streamlining approvals and reducing delays.

Since the start of the year until October, the platform has granted around 900,000 work permit quotas and processed over 11 million transactions through automation. For additional quotas, predictive models automatically approve requests when possible, while cases that exceed certain thresholds are referred to specialised committees.

With self-learning capabilities, the system continuously refines its decision-making by analysing new data and monitoring operational patterns. Over time, this leads to more accurate predictions, smarter approvals, and higher-quality outcomes.

Authorities in the UAE have urged drivers to exercise extreme caution during rain and unstable weather, warning motorists to avoid valleys and watercourses while they are flowing, regardless of how shallow they may appear.

The advisory comes as part of nationwide efforts to curb road accidents during adverse weather, when poor visibility, slippery roads and sudden water build-up significantly increase risks.

Abu Dhabi Police stressed that driving into flooded valleys is a serious traffic violation, carrying a Dh2,000 fine, 23 black points, and vehicle impoundment for 60 days.

Motorists have been advised to check weather updates before heading out, stay away from areas where water accumulates or flows, and strictly follow instructions issued by authorities.

Drivers are also urged to reduce speed, keep safe distances between vehicles and avoid all distractions. Abu Dhabi Police warned against using mobile phones while driving, including filming, and reminded motorists to follow speed limits, road signs and electronic message boards at all times.

Staying alert and following safety guidance, police said, is key to protecting lives during severe weather conditions.

Dubai has announced remote working for all government entities on Friday, December 19, as unstable weather conditions are forecast across the UAE. The private sector has also been urged to follow suit in the interest of public safety.

The directive was issued by Sheikh Hamdan bin Mohammed bin Rashid Al Maktoum, Crown Prince of Dubai, Deputy Prime Minister, Minister of Defence and Chairman of the Executive Council of Dubai.

“The decision applies to all Dubai government employees, except for roles that require on-site presence at the workplace,” Sheikh Hamdan said in a post on X, adding that the move aims to ensure everyone’s safety amid the changing weather conditions.

Meanwhile, Global Village announced it will temporarily close its doors from December 18 until further notice due to the evolving weather situation, with other public outdoor venues also suspending operations as a precaution.

The Hatta Winter Festival will also remain closed on Thursday and Friday as a precaution, with police increasing patrols and emergency preparedness across the area.

Emirates Airlines has urged passengers travelling from Dubai on Thursday and Friday to arrive at the airport at least four hours before departure, warning that unstable weather could impact road access and airport operations.