How Punjab and Sindh Governments Are Piloting AI Projects

Punjab and Sindh AI Projects: 7 Bold Pilots, Real Benefits and Serious Privacy Risks

Punjab and Sindh AI projects have moved quickly from speeches to street corners. If you’ve driven in Karachi or Lahore recently, you’ve probably passed an AI-enabled camera that can read your number plate, spot a missing helmet, and send you a fine without a single traffic constable in sight. Behind the scenes, both provincial governments are testing AI in policing, schools, recruitment, health, and environmental monitoring.

This is a real shift in how government works in Pakistan. Pakistan’s two largest provinces are competing, openly, to be seen as the most tech-forward. Punjab talks about becoming the most AI-enabled province in South Asia. Sindh is pitching Karachi as the country’s AI and data centre hub.

Some of this is genuinely useful. Automated traffic enforcement reduces bribery on the roads. AI tools could help rural health workers catch pregnancy complications early. But public sector AI in Pakistan also carries real risks. Safe City footage has leaked before. Scammers are already exploiting e-challans with fake SMS messages. And Pakistan still lacks a strong data protection law to govern how all this information is stored and used.

This article looks at what Punjab and Sindh are actually piloting, what the early results show, and where things have gone wrong. We’ll cover real incidents of leaks and misuse, the legal gaps, and what citizens can do to protect themselves. The aim is balance: credit where it’s due, and honest questions where they’re needed.

Why Provincial Governments Are Turning to AI

Before looking at specific Punjab and Sindh AI projects, it helps to understand why provinces are investing so heavily.

The Practical Pressures

Pakistan’s provinces manage huge populations with limited staff and budgets. Traffic police can’t be everywhere. Health workers in rural districts are stretched thin. Recruitment exams attract hundreds of thousands of candidates, with long-standing complaints about unfairness. AI promises to handle volume, reduce human discretion, and speed up services.

The Political Competition

There’s also a political side. Since the 18th Amendment, provinces control most public services, and chief ministers want visible achievements. Technology projects make good headlines, which is why announcements often run ahead of actual delivery. A fair reading of AI in Pakistan government means separating what has launched from what has only been announced.

Launched vs Announced

As you read below, keep three categories in mind:

• Operational: Systems actually running, like e-challan cameras.
• Pilots: Small tests in limited areas.
• Announcements: Plans and MoUs that haven’t delivered results yet.

Punjab’s AI Projects: What’s Actually Happening

Punjab has been the more aggressive of the two provinces in launching AI-branded initiatives.

1. The Punjab AI Intelligence Hub

The Punjab AI Intelligence Hub is Punjab’s most ambitious security project. Chief Minister Maryam Nawaz formally launched it at the headquarters of the Punjab Enforcement and Regulatory Authority (PERA), saying Punjab was the first province in Pakistan to set up such a facility. It was launched on 5 September 2026 in Lahore together with a new centre called PIFTAC, the Provincial Intelligence Fusion and Threat Assessment Center. 24newshdtechx

According to coverage of the launch, the hub uses AI to detect security threats early and sends digital alerts to district administrations across the province. The chief minister credited support from the Pakistan Army, police, Special Branch, and other agencies, and said the real test of success would be stopping incidents before they happen. techx24newshd

The reality check: Predictive security systems are among the most sensitive uses of AI anywhere in the world. Key questions remain unanswered in public: what data feeds the system, who can access it, how false alerts are handled, and what oversight exists. Without clear answers, it’s hard for citizens to judge whether it protects them or simply watches them.

2. AI-Powered Safe City and E-Challan Expansion

Punjab pioneered camera-based traffic enforcement in Pakistan. The e-challan system was first launched by the Punjab Safe City Authority (PSCA) in Lahore and later spread to Islamabad, Karachi, Faisalabad, Multan, and other cities. echallan

The newer systems go further than number plate reading. In Bahawalpur, Punjab’s first AI-powered Safe City Project opened with 257 surveillance cameras offering licence plate recognition, facial recognition, and e-challan issuance. The rollout continues, with an AI-based e-challan system also launched in Khanewal, according to the PSCA. hamariwebarynews

One positive development is an appeals process. The PSCA has introduced an online review facility where citizens who receive incorrect e-challans can challenge them and upload evidence digitally. This matters because every automated system makes mistakes, and people need a simple way to contest them. You can check challans and official updates through the Punjab Safe Cities Authority website. arynews

3. AI in Punjab’s Schools

Education is another focus. The Punjab government prepared a plan to set up two AI schools in Lahore at a cost of Rs810 million, offering education in AI, robotics, and modern IT, with a proposed AI training program for teachers also under consideration. nation

The reality check: Two flagship schools in Lahore won’t change much for the millions of children in government schools across South Punjab, where basic issues like missing teachers, broken facilities, and low literacy remain. Showcase projects are fine, but the bigger test is whether AI skills reach ordinary classrooms.

A quick SEO and accuracy note: news about “Punjab introducing AI as a school subject for Classes 1 to 12” refers to India’s Punjab, not Pakistan’s. Both get mixed up in search results.

4. AI for Health and the Environment

Punjab is also testing AI in public services beyond policing. Provincial health authorities have discussed using AI and portable ultrasound machines to improve maternal and child health, with a pilot planned in remote and underdeveloped districts to reduce complications and deaths during childbirth. aaj

On the environmental side, Punjab’s proposed development budget included an AI platform with government cloud infrastructure, expected to be used to monitor industrial pollution and strengthen environmental oversight. Given Lahore’s severe smog problem, this could be one of the most useful applications, if the data leads to real enforcement against polluters. pakistantimes

5. The Bigger Vision: Punjab AI Vision 2029

Punjab has set big targets. Maryam Nawaz has set a goal of making Punjab the most AI-enabled province in South Asia by 2029, and consultations have been held on launching a Punjab AI Vision 2029 with a dedicated adviser for AI. tribune

Ambition is good, but it needs to be matched with funding, skilled staff, and transparent reporting on results.

Sindh’s AI Projects: What’s Actually Happening

Sindh started later in some areas but has moved quickly, especially in Karachi.

1. Karachi Safe City and the TRACS E-Challan System

The Karachi Safe City project is Sindh’s biggest AI deployment. Phase I was launched on May 31, 2024, and involves an AI-enabled surveillance system with high-resolution CCTV cameras, command and control centres, and links to law enforcement databases. Phase II plans include deploying 4,750 cameras, upgrading 1,750 existing units, and installing 3,000 new intelligent traffic system cameras to support e-challans. propakistanipropakistani

The most visible result is the TRACS Karachi e-challan system. The Traffic Regulation and Citation System was launched on October 27, 2025, replacing manual ticketing with automated e-ticketing using AI-integrated cameras that detect speeding, red-light jumping, and riding without a helmet. The early numbers showed its reach: more than 4,000 e-challans were issued within days, including 2,194 for not wearing seatbelts, 891 for riding without helmets, and 491 for speeding. geothenews

The network is still growing. The Sindh Safe Cities Authority has said it already runs a citywide network of more than 1,300 AI-based cameras and plans to add smart no-parking cameras that send violations directly to TRACS. Once later phases are complete, up to 12,000 cameras are planned across Karachi and at toll plazas. propakistanidawn

The reality check: Officials have been candid that the system isn’t finished. The DIG Traffic noted that while the faceless e-challan system had replaced manual challans, it was not yet fully operational across Karachi and had brought both advantages and challenges. Fines were also a flashpoint, and the Sindh government later hinted at reducing fines for minor offences and common mistakes by motorcyclists. arynewsgeo

2. AI in Public Service Recruitment

One of Sindh’s most sensitive pilots involves hiring. The Sindh government has decided to introduce AI and other modern technology into the recruitment and examination system of the Sindh Public Service Commission (SPSC), starting with current exams and rolling out in phases. In later stages, the plan is to move all exams and recruitment to AI-based modules and digital recruitment systems. dailypakistandailypakistan

The SPSC has faced controversies over transparency in the past, so there’s a real case for reform. But AI in hiring is high-risk. Globally, AI screening tools have been found to discriminate, including Amazon’s scrapped recruitment tool that penalised resumes mentioning women’s activities. If Sindh uses AI to shortlist or score candidates, it will need independent audits, clear explanations for rejected applicants, and human review of decisions.

3. Training Government and Youth

Sindh is also investing in skills. Chief Minister Murad Ali Shah presided over a Google Gemini AI training session for cabinet members and senior officers, and launched the Google Career Certification Programme 2026 with an MoU involving the Science and IT Department, the Sindh Higher Education Commission, and Tech Valley Pakistan. The initiative was announced alongside 20,000 Google Career Certificate scholarships for students. energyupdate

Training officials to use AI is one of the more sensible steps any government can take. Leaders who understand the tools are better placed to question vendors and spot risks.

4. AI Infrastructure and Data Centres

Sindh’s strategy leans heavily on infrastructure. The Sindh government and Zong agreed to work together on an AI-ready Tier-III data centre in Karachi under a public-private partnership. At the Karachi Next AI and Innovation Summit in June 2026, Special Assistant to the CM Ali Rashid announced that the country’s largest AI centre is being set up in Karachi, along with plans for a Sindh IT Tower. propakistanitechjuice

The reality check: These are mostly announcements and early-stage agreements. Karachi’s history of delayed megaprojects means citizens should judge these by delivery dates, not press conferences.

Punjab vs Sindh: A Quick Comparison

Here’s how the two provinces compare on AI governance and delivery so far:

• Policing and security: Punjab leads with the AI Intelligence Hub and PIFTAC. Sindh’s focus is the Karachi Safe City network.
• Traffic enforcement: Punjab has a longer track record and a digital appeals process. Sindh’s TRACS is newer but scaling fast.
• Education: Punjab is building flagship AI schools. Sindh is focusing on scholarships and certifications.
• Public service: Sindh is piloting AI in SPSC recruitment. Punjab is testing AI in maternal health and pollution monitoring.
• Infrastructure: Sindh is pushing data centres and an AI centre in Karachi. Punjab is investing in government cloud and broadband.

Real Incidents: Leaks, Scams, and Misuse

Any honest review of Punjab and Sindh AI projects has to look at what’s already gone wrong with surveillance and digital enforcement in Pakistan. These incidents show why safeguards matter.

The 2019 Safe City Image Leaks

In early 2019, leaked images captured by Safe City cameras, showing couples in vehicles, went viral on social media and raised concerns about the programme’s intrusiveness and misuse of footage. Number plates and the faces of people in the front seats were clearly visible in the leaked pictures. dawnurdupoint

Islamabad officials responded that control room access is logged, phones and USBs are banned inside, and anyone copying images or videos would be booked under cybercrime laws. Later reporting by Lok Sujag said newspapers had reported that most of the leaked visuals came from Punjab Safe City Authority cameras in Lahore. The same report raised concerns that many government agencies, including intelligence agencies and the armed forces, could access the authority’s data when needed. Leaked Safe City images spark concern among citizens – Pakistan SDG16 Knowledge Hub +2

Lesson: A surveillance network is only as trustworthy as the people with access to it. Adding AI and facial recognition raises the stakes, because the system can now identify people automatically.

Private CCTV Footage Shared Online

Leaks aren’t limited to government. In a separate incident, a Lahore cinema drew criticism after CCTV footage of couples inside the theatre was shared on social media. Salman Sufi, former head of the Punjab CM’s Strategic Reforms Unit, called it a violation of the law and demanded that public places delete recordings without a safety threat. desiblitzdesiblitz

Lesson: Pakistan’s camera culture has grown faster than its rules on storing and deleting footage.

Fake E-Challan SMS Scams

As soon as e-challans became common, scammers followed. Karachi Traffic Police warned of a surge in fake SMS messages posing as official challans and directing payments through EasyPaisa, stressing they never send challans from personal mobile numbers. Later, fraudsters began impersonating the official 1915 helpline, and police urged citizens not to click unverified links or share personal or financial information. geoarynews

Punjab faced the same problem. Officials there confirmed that genuine challan SMS messages only come from the number 8070 and never ask for bank account information. techjuice

Lesson: Every new digital government service creates a new opening for fraud. Public awareness campaigns need to launch alongside the technology, not after people lose money.

Questions About Enforcement Fairness

Automation is supposed to remove human discretion, but people still operate these systems. In May 2026, Karachi traffic police drew attention after videos appeared to show officials photographing motorcycles parked inside a factory premises before issuing e-challans. Whether or not each challan was valid, the incident shows that “faceless” systems still depend on human behaviour. arynews

Disputes Over CCTV Evidence

Surveillance footage also becomes contested in politically charged cases. In the 2023 death of PTI worker Ali Bilal in Lahore, police cited CCTV footage to support their account, while PTI leader Fawad Chaudhry alleged that Lahore Safe City videos were being edited to cover up a killing. The authorities denied wrongdoing. The broader point is that public trust in camera evidence depends on transparent, independent handling of that evidence. Wikipedia

The NADRA Data Leak

On a larger scale, a government investigation in 2024 reported that personal data of around 2.7 million citizens had leaked from NADRA systems between 2019 and 2023. Many provincial AI systems link to NADRA, vehicle registration, and CNIC data. Any weakness in one system can expose data across all of them.

The Legal Gaps Behind AI in Pakistan Government

Pakistan’s legal framework hasn’t kept up with public sector AI.

What Exists

• PECA 2016 criminalises unauthorised access to data, misuse of identity information, and sharing private images, which covers leaked footage in theory.
• The National AI Policy 2025, approved at the federal level, sets broad goals for responsible AI use. The Ministry of IT and Telecom publishes updates on national digital policy.
• Provincial Safe City laws set up the authorities and their basic powers.

What’s Missing

• A comprehensive data protection law. Pakistan still lacks a fully enforced law giving citizens clear rights over their data, breach notification rules, or an independent data protection regulator.
• Rules on facial recognition. There’s no specific legal framework on when police can use facial recognition, how long face data is kept, or how accuracy is tested.
• Independent oversight. Most AI systems are overseen by the same departments that run them.
• Public reporting. Citizens rarely see audits, error rates, or data access logs.

What Good AI Governance Would Look Like

For Punjab and Sindh AI projects to earn public trust, a few basic principles should apply.

A Practical Checklist for Provincial Governments

1. Publish clear privacy policies for every AI system, explaining what data is collected, how long it’s kept, and who can see it.
2. Set strict footage retention limits and delete recordings that aren’t linked to a crime or violation.
3. Log and audit every data access, with penalties for misuse that are actually enforced.
4. Offer simple appeals for automated decisions, like Punjab’s e-challan review facility, across all systems.
5. Test AI for accuracy and bias, especially facial recognition and recruitment tools.
6. Keep humans in charge of serious decisions like arrests, job rejections, or security alerts.
7. Launch anti-scam awareness campaigns alongside every new digital service.
8. Report results publicly, including failures and error rates, not just success numbers.
9. Pass a national data protection law with an independent regulator.

What Citizens Can Do Right Now

You can’t control how governments build these systems, but you can protect yourself.

Protect Yourself From E-Challan Scams

• Only trust official channels. The PSCA sends e-challan alerts from 8070, never from private numbers beginning with +92 or 03. pakwheels
• In Karachi, verify suspicious messages through the 1915 helpline or the Sindh Police website.
• Never pay through links in SMS messages or to personal mobile wallet accounts.
• Never share CNIC, bank, or card details in response to a message.

Challenge Wrong Decisions

• If you get an incorrect challan in Punjab, use the PSCA’s online review option with photo or document evidence.
• Keep records of any fines, payments, and complaints.

Know Your Rights on Leaked Footage

• If private images or videos of you are shared online, report them to the National Cyber Crime Investigation Agency (NCCIA) under PECA.
• Save screenshots and links as evidence before reporting.

Stay Informed

• Follow official government announcements rather than social media claims.
• Support journalists and civil society groups asking questions about surveillance and data use.

The Road Ahead

The direction is clear. Both provinces will keep expanding AI in policing, traffic, education, health, and recruitment. Cameras will multiply, more services will move online, and more decisions will be partly automated.

Whether this improves life for ordinary Pakistanis depends on a few things: whether systems work outside the big cities, whether mistakes can be fixed easily, whether data is protected, and whether surveillance powers are limited by law. Punjab’s online e-challan appeals and Sindh’s investment in training officials are good signs. The lack of a data protection law, past footage leaks, and rising scams are warning signs.

The best AI projects won’t be the ones with the biggest launch events. They’ll be the ones citizens trust because they’re fair, transparent, and accountable.

Conclusion

Punjab and Sindh AI projects are reshaping how Pakistan’s two largest provinces police roads, fight crime, train staff, run schools, and deliver health services, with Punjab leading on the AI Intelligence Hub, AI Safe Cities, flagship AI schools, and health and pollution pilots, and Sindh scaling the Karachi Safe City network and TRACS e-challans while piloting AI in SPSC recruitment and courting data centre investment. The benefits are real, from fewer roadside bribes to faster services, but so are the risks, as shown by the 2019 Safe City image leaks, CCTV footage shared online, fake e-challan SMS scams in both provinces, disputes over camera evidence, and the NADRA data breach. For these projects to succeed, both governments need clear privacy rules, strict data access controls, fair appeals, bias testing, public reporting, and a national data protection law, while citizens stay alert to scams and use every official channel available to protect their rights.

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