Kholoud Hussein 

When a UAE-born startup secures an eight-figure, all-cash acquisition from a San Francisco investor backed by one of America’s wealthiest business dynasties, it signals more than commercial success. It signals maturity in the region’s technology ecosystem.

That is precisely the case with AlgoDriven, the automotive AI data platform acquired by Emergence, whose backer, The Pritzker Organization, manages the business interests of the Pritzker family, known globally for building the Hyatt Hotels Corporation brand.

Operating in the $1.6 trillion global used car market, AlgoDriven analyzes over $25 billion worth of vehicles annually across 1,000 dealerships in 10 countries. It is also the market leader in Australia, where one in three used cars sold is processed through its technology. But the next phase of growth may be even more significant — particularly in Saudi Arabia.

As the Kingdom accelerates automotive sector digitization under Vision 2030, and as dealership groups consolidate and modernize operations, demand for transparent, AI-powered pricing infrastructure is rising sharply. For investors, the question is no longer whether the Gulf can produce scalable tech exits. It is whether companies like AlgoDriven can turn regional dominance into global category leadership — with Saudi Arabia as a strategic growth engine.

In an exclusive interview with Sharikat Mubasher, CEO Glenn Harwood discusses valuation drivers, GCC capital deployment, expansion plans in the Kingdom, and how the company plans to leverage new ownership to deepen its AI capabilities and geographic footprint.

AlgoDriven has been acquired in an eight-figure, all-cash deal by Emergence. From an investor perspective, what were the primary value drivers behind the transaction — revenue growth, recurring contracts, proprietary datasets, or market dominance?

As a starting spot, financial metrics drove value, such as revenue, revenue growth, and profitability.  Of course, there is nuance to all these metrics, and that is where things like recurring contracts, churn, team, proprietary data sets, and product quality all factor in.

Revenue has increased fivefold since your 2021 Series A. How sustainable is that growth trajectory, and what does your forward revenue visibility look like across the GCC?

Demand is still strong for our products, and as we continue to roll out more AI-driven offerings, we see that continuing.  On top of that, many of the GCC markets are growing – population is increasing, GDP growth is strong, and people continue to buy more and more cars.  While that remains the case, we expect strong revenue growth to continue.

How strategically important is Saudi Arabia within your GCC footprint, and what proportion of your future regional investment will be directed toward KSA?

KSA is very important within both our existing footprint and our growth plans.  We’ve seen significant changes in the new and used car markets in the Kingdom over the past few years, and we expect this to continue in the coming years.  We’re continuing to customise and adapt our product to suit that market, and as well as having more on the ground support for our customers their too.

What concrete expansion plans do you have for Saudi Arabia over the next 24–36 months, in terms of headcount, partnerships with major dealership groups, or product localization?

We already have a strong footprint in KSA and a solid sales pipeline of dealership groups looking to adopt our products.  We’re rolling out new features around vehicle pricing specific to the KSA market, as well as more integrations to have a deeper understanding of vehicle history in the Kingdom.  We expect our presence there to continue to grow.

Saudi Arabia is undergoing a rapid automotive sector transformation under Vision 2030. How large do you estimate the addressable market for AI-powered used car analytics in the Kingdom?

The numbers we’ve seen suggest the car sales market in the Kingdom could grow by up to another 50% by 2030 for where it is now. On top of that, the official dealers are becoming increasingly focused on the used car sector.  Based on these two factors, we anticipate exponential growth in demand for our AI products to help drive this adoption.

You analyze more than $25 billion worth of used vehicles annually. How does deeper penetration in the Saudi market enhance your data advantage and strengthen barriers to entry?

There is a real network effect from using our product. The more cars we value, the more data we accumulate, and the more accurate our valuations become.  Car dealers can also share and auction cars between them on our platform – the more dealers who adopt our solution in Saudi makes the more valuable the platform becomes for all of them.

Your early investors, including Global Ventures, Oman Technology Fund, and Oraseya Capital, have now achieved a full cash exit. What signal does this send about liquidity and exit maturity in the GCC startup ecosystem?

I think it is great to see more exits in the region, particularly from US private equity firms.  For many startups, private equity is a great opportunity to exit and provide liquidity to early investors.   I believe this is an important trend for US PE firms to look internationally for targets, especially in the region.

Under the backing of The Pritzker Organization, how do you see AlgoDriven evolving — remaining a pure data platform, or expanding into broader automotive fintech infrastructure across Saudi Arabia and the wider region?

The focus over the next few years is on doing more of what we’re already great at – doubling down on our software offerings for car dealers. Additionally, we intend to leverage their existing network to continue to grow internationally.

Kholoud Hussein 

In startup boardrooms, few numbers are quoted as frequently as run rate. It appears in investor decks, funding announcements, and growth projections. It can signal momentum or mask volatility. Yet despite its popularity, the run rate is often misunderstood.

At its core, run rate is a projection. It takes a company’s current revenue performance over a short period — typically a month or a quarter — and extrapolates it over a full year. If a startup generates $500,000 in revenue in one month, its annual run rate would be $6 million. The assumption is simple: if performance continues at the current pace, that is the revenue the company would generate over 12 months.

The appeal lies in its clarity. Run rate offers a fast snapshot of scale. For high-growth startups, particularly those in SaaS, fintech, or marketplace models, it provides a forward-looking signal that annual historical revenue cannot yet show.

But run rate is not the same as annual revenue. It is a forecast based on present conditions. And those conditions can change quickly.

Why Run Rate Became a Startup Staple

In early-stage companies, historical financial data is limited. A startup may have been generating meaningful revenue for only a few months. Investors evaluating growth potential need a metric that reflects the current trajectory rather than incomplete annual statements.

Run rate fills that gap.

For subscription-based businesses, especially SaaS startups with recurring revenue models, run rate can be particularly meaningful. Monthly Recurring Revenue (MRR) multiplied by 12 creates an Annual Recurring Revenue (ARR) run rate, offering investors a clean benchmark to compare companies at similar stages.

This comparability is one reason the run rate has become embedded in venture capital conversations. It creates a common language.

The Strategic Value of Run Rate for Startups

Beyond investor communication, run rate has operational value.

First, it forces discipline around revenue tracking. Startups that monitor run rate monthly develop a sharper understanding of sales velocity, churn, and pricing impact. If MRR increases steadily, leadership gains confidence in scaling marketing spend or expanding headcount. If it stagnates, corrective action can be taken quickly.

Second, run rate influences valuation. Many venture-backed startups are valued as a multiple of revenue, particularly ARR. A company with a $10 million run rate may command a significantly higher valuation than one at $5 million, even if both are unprofitable. In growth markets, revenue scale often outweighs short-term earnings.

Third, run rate helps in financial planning. Forecasting hiring, product development, and geographic expansion depends on predictable revenue streams. While not a guarantee, a stable run rate provides a framework for modeling cash flow scenarios.

The Risk of Misinterpretation

Despite its usefulness, run rate can be misleading when used without context.

A strong single month can inflate projections. A seasonal spike may not repeat. A one-time enterprise deal can distort averages. For startups in volatile sectors, the run rate may exaggerate stability.

This is why experienced investors look beyond the headline number. They examine revenue consistency, customer retention rates, and growth sustainability. A $12 million run rate built on stable subscriptions carries more weight than the same figure driven by sporadic transactions.

Run rate also does not account for costs. A company can show impressive revenue momentum while burning cash at an unsustainable rate. For startups, growth without efficiency can shorten the runway rather than extend it.

When Run Rate Is Most Meaningful

Run rate is most reliable when revenue is recurring, and churn is low. SaaS companies, subscription platforms, and fintech service providers benefit most from this metric. In these models, predictable cash flow strengthens the accuracy of annualized projections.

Marketplace startups can also use run rate effectively, particularly when transaction volumes show consistent upward trends. However, in cyclical industries, caution is warranted.

A Tool, Not a Guarantee

For founders, run rate should be treated as a strategic tool rather than a marketing headline.

It can help align teams around growth targets. It can signal readiness for funding rounds. It can support expansion planning. But it should always be paired with deeper metrics: gross margins, customer acquisition cost, lifetime value, and churn.

In disciplined startups, run rate becomes part of a broader financial narrative. It shows trajectory, not destiny.

To conclude, run rate endures because it answers a fundamental startup question: if we continue at this pace, how big can we become?

It offers clarity in early growth stages when historical data is thin. It translates monthly momentum into an annual scale. And in capital markets that reward speed and traction, that translation matters.

Yet the smartest founders understand its limits. Run rate reflects today’s performance extrapolated into tomorrow. It assumes continuity in a business environment defined by uncertainty.

Used wisely, run rate is a signal of momentum. Used carelessly, it becomes a projection detached from operational reality.

For startups navigating growth, the difference between those two outcomes can be decisive.

Ghada Ismail

Saudi Arabia is quietly entering a new demographic chapter. While the Kingdom remains widely known for its youthful majority—with more than 70 % of citizens under the age of 35—another segment of the population is steadily expanding: older adults. According to the General Authority for Statistics (GASTAT), about 1.7 million people aged 60 and above now live in the Kingdom, representing roughly 4.8 % of the total population in 2025. 

This shift is subtle compared with global aging trends but significant enough to influence how healthcare, social services, and digital technologies are designed and delivered. The World Health Organization and Saudi health authorities define the elderly as individuals aged 60 years or above, a demographic that is expected to grow in the decades ahead amid rising life expectancy and improvements in healthcare access. 

Across homes, clinics, and digital platforms, artificial intelligence (AI) is beginning to play a meaningful role in enhancing seniors’ quality of life, helping them remain independent, connected, safe, and engaged in ways that align with Saudi cultural values and Vision 2030 priorities.

Aging and Its Challenges

Aging often brings layered challenges. Chronic disease management, reduced mobility, memory changes, and social isolation can gradually erode independence. Traditional care systems, heavily reliant on family or institutional support, are increasingly stretched amid smaller household sizes and urban lifestyle shifts. In Saudi Arabia, these concerns are compounded by a healthcare environment preparing for the future dynamics of a longevity economy.

Yet many older Saudis are actively engaged both socially and digitally. GASTAT’s 2025 Elderly Statistics Bulletin shows that over 60 % of elderly Saudis participate actively in social events, with 63.4 % of men and 57.3 % of women reporting regular activity. Additionally, high rates of digital engagement—where about 87 % of elderly men and 78 % of elderly women use smartphones or computers—reflect a population already comfortable with basic technology. 

Wearables: Personalized, Continuous Support

One of the most visible intersections of AI and elder care is through wearables, smart devices capable of continuous monitoring and predictive analysis. These devices use machine learning to track vital signs such as heart rate, movement, sleep patterns, and irregular activity. The real value lies in algorithms that can detect deviations from personal norms and alert caregivers or family members before small issues become emergencies.

A notable Saudi startup leading innovation in this space is Me’kaaz, which has developed AI-enabled wearable solutions tailored to senior care. Rather than serving merely as emergency alerts, Me’kaaz’s technology focuses on early detection and prevention. It captures subtle changes in activity or routines that may signal emerging health problems—whether related to mobility, cardiovascular health, or daily function—helping families and clinicians intervene proactively.

Importantly, these technologies are linguistically and culturally localized for Saudi users. AI interfaces support the Arabic language and sensory cues that feel natural and respectful, ensuring seniors can interact comfortably with devices. This cultural resonance is crucial in a society that emphasizes family involvement and dignity in elder care.

AI Companions and Social Connectivity

Physical health is part of the picture, but emotional well-being is equally important. Loneliness and social isolation have been linked globally to depression and cognitive decline, particularly among seniors living alone or with limited mobility.

AI-powered digital companions are entering this space as well. These systems combine conversational capability with reminders, mental exercises, and engagement tools designed to keep elderly users mentally stimulated and socially connected. Me’kaaz and other innovators are exploring how these companions can deliver culturally relevant content, including religious and community-oriented interactions, enriching everyday life for seniors who may spend long hours alone.

Such AI companions are not a replacement for human interaction, but a supplemental presence, especially valuable for those whose families live at a distance or have demanding work schedules.

Training for an AI-Enabled Life

Technology adoption does not begin with advanced gadgets; it begins with confidence. Recognizing this, national and private initiatives in Saudi Arabia are increasingly focusing on digital literacy for older adults.

A notable example is the collaboration between Huawei Technologies and stc Group, which launched a senior-focused training program under Huawei’s global “Education for All” initiative. The program’s SmartTruck serves as a mobile digital classroom, traveling across regions of the Kingdom to deliver free, hands-on training for people aged 50 and above.

These workshops cover practical digital skills: using smartphones, accessing online services, understanding digital safety and fraud protection, and navigating AI-enabled tools. In its early phase, the initiative trained more than 2,000 seniors through over 150 workshops, underscoring strong enthusiasm among older adults for digital skill-building when instruction is accessible and age-appropriate.

While these sessions don’t teach deep AI theory, they build foundational confidence. For seniors, learning to interact safely with digital systems reduces anxiety, increases participation, and lays the groundwork for more sophisticated AI engagement, whether through telemedicine, smart wearables, or digital communities.

AI in Healthcare Systems

AI’s role is expanding beyond the home into broader healthcare delivery. Hospitals and clinics across the Kingdom are using AI tools for diagnostics, predictive analytics, and remote monitoring—beneficial for senior patients managing chronic conditions.

AI can help clinicians identify high-risk patients sooner, personalize treatment plans, and reduce unnecessary hospital visits. For seniors, this means more tailored care with less physical strain, particularly for those managing conditions like diabetes, hypertension, or cardiovascular issues.

Government entities such as the Saudi Data and Artificial Intelligence Authority are central in shaping ethical AI deployment across sectors, including healthcare. Professional bodies like the Saudi Association for AI and Healthcare are also contributing research and education frameworks to align AI adoption with clinical standards and ethical guidelines.

Cultural and Ethical Dimensions

Despite the promise, challenges persist. Not all seniors have equal access to smartphones, high-speed internet, or ongoing support, particularly in rural areas. Digital inequality remains a real barrier to the full potential of AI adoption.

Privacy concerns also loom large. AI elder-care systems rely on sensitive personal data—from biometric readings to behavior patterns—making data protection and transparency essential. Ensuring that seniors understand how their data is used and protected is particularly important in a society where privacy and family reputation are highly valued.

Cultural compatibility remains key as well. AI systems must respect Saudi social norms, language nuances, and religious practices. Solutions that feel foreign or disconnected from daily life are unlikely to gain traction, regardless of their technical sophistication.

Looking Ahead

Saudi Arabia’s broader AI ecosystem—strengthened by national strategic investments, research institutes, and innovation incentives—provides fertile ground for senior-focused technologies. Future developments are likely to include more advanced predictive care models, AI-assisted cognitive health tools, and deeper integration between home-based systems and national healthcare platforms.

Demographic data indicate that the proportion of older adults in Saudi Arabia is modest but growing. According to GASTAT’s 2025 Elderly Statistics Bulletin, people aged 60 and above currently represent about 4.8 % of the population, with men slightly outnumbering women in this age group. While still a small share, demographic trends suggest this segment will expand in the coming decades as life expectancy rises and fertility rates decline, reflecting broader global aging patterns. This gradual increase highlights the need for proactive planning, innovative care models, and policies that embrace technology while maintaining human dignity and social inclusion.

Embracing Aging with Intelligence

AI for senior citizens in Saudi Arabia is no longer a theoretical concept; it is taking shape now through wearable devices, digital engagement programs, and healthcare innovations that respect cultural values. These technologies complement family care, empower seniors to stay connected, and enhance their ability to live independent, fulfilled lives longer.

By investing in localized tech solutions, digital literacy training, and ethical AI frameworks, Saudi Arabia is fostering an environment where aging with intelligence and intention is possible. For the Kingdom’s older adults, this means accessing tools that enrich daily life—while retaining the autonomy, dignity, and social bonds that define Saudi culture.

Noha Gad

The process of taking a company public traditionally involved significant challenges, including regulatory requirements, market volatility, and high costs. Initial public offerings (IPOs) have long served as the primary method, enabling companies to achieve substantial growth. However, the rapid rise of startups in sectors such as fintech, artificial intelligence (AI), and sustainable technology increased demand for more efficient routes to capital markets. Special Purpose Acquisition Companies (SPACs) address this need.

With no commercial operations, a SPAC is essentially a shell company established to acquire companies by purchasing their shares. They are formed specifically to raise capital through an IPO, which can be used to acquire or merge with another private operating company. This approach enables private companies to become publicly traded in a matter of months rather than years, without the full burdens of a conventional IPO.

How do SPACs work?

A SPAC is created by experienced investors, known as sponsors, with the sole purpose of acquiring or merging with an unidentified private business. Unlike traditional IPOs, where a company directly lists its shares, a SPAC raises capital first and identifies a target later. This structure provides a streamlined path to public markets. 

The SPAC transaction process encompasses several key stages:

• Formation and IPO. Sponsors form a team of industry experts and file for an IPO, then investors purchase units, typically comprising one share of common stock and a fraction of a warrant. Proceeds from the IPO are placed in a trust account to earn interest.
• Finding a target. The SPAC has 18 to 24 months to find and negotiate a merger with a private company. During this period, the SPAC remains listed on an exchange, offering its shares for trading.
• Merger announcement. After identifying the target, the SPAC announces the proposed deal and takes shareholders’ votes on the transaction.
• De-SPAC and public listing: If approved, the merger will be completed, and the target emerges as a public company under a new ticker symbol.

Advantages of SPACs 

SPACs offer several benefits over traditional IPOs, providing efficiency and access for private companies seeking capital and investors pursuing opportunities. Key advantages are:

• Fast access to public markets. The process usually takes 3 to 6 months from merger announcement to completion, compared to more than 12 months for a standard IPO.
• Price stability: The SPAC sets a fixed share price during its IPO, reducing exposure to pricing volatility common in direct listings.
• Expert guidance: Sponsors, often executives or investors with proven track records, offer strategic advice, networks, and credibility. 
• Attractiveness in emerging markets: This model can support fintech and tech startups in emerging markets, providing liquidity without full IPO infrastructure.

While SPACs offer distinct advantages, most notably speed and efficiency, they also carry specific risks for investors and target companies. These include share dilution, inconsistent post-merger performance, potential conflicts among sponsors, and high redemption rates.

In essence, SPACs present a compelling alternative to traditional IPOs as they provide faster access to public markets and engage experienced sponsors. However, their success ultimately depends on careful evaluation at every stage. Ongoing regulatory developments continue to strengthen transparency and investor protections, contributing to a more stable environment. For investors, the key is to study sponsor track records, merger terms, and the realism of financial projections. Target companies, in turn, must ensure alignment with long-term strategic goals to mitigate potential drawbacks. As the SPAC model evolves alongside moderating deal volumes, it remains a relevant pathway for growth-oriented companies seeking to enter public markets. 

Mohamed Ramzy

The technology landscape in the Middle East is witnessing an unprecedented boom, driven by massive investments in digital infrastructure and a strategic shift towards the adoption of artificial intelligence (AI). With this momentum, cybersecurity is becoming increasingly important as the primary defense line protecting data and ensuring sustainable economic growth.

Spire Solutions emerged as a key player in this rapidly growing landscape and one of the leading distributors of cybersecurity, data, and AI solutions in the region, with a robust presence across the Gulf and Egyptian markets over nearly two decades. As Saudi Vision 2030 targets accelerate and Egypt advances digital transformation pathways, the company aims to deepen its operations and expand investments in both markets.

Sharikat Mubasher held an interview with Anas Dawud, General Manager for Saudi Arabia, Egypt, and Lavent at Spire Solutions, to discover the company’s expansion plans, its role in supporting Saudi Vision 2030 and driving digital transformation in Egypt, the role of the regulatory ecosystem in bolstering growth, and the company’s plans across the cybersecurity and AI sectors.

Spire Solutions has a long-standing record in the region. Could you highlight the company's key milestones and current solutions it focuses on?

Spire Solutions was founded nearly 19 years ago, with an initial focus centered on cybersecurity as a value-added service across the GCC, Egypt, and North Africa. To meet the needs of these rapidly evolving markets, we expanded our portfolio to include data and AI solutions, establishing a strategic integration between information security, data analytics, and intelligent technologies. This comprehensive package now defines our IT services offered to clients.

Speaking about the Saudi market, how do you assess the company’s operations amid the Kingdom’s significant momentum?

Saudi Arabia is our largest market. We have been operating in the Kingdom for over 15 years, and now serve a huge client base of more than 1,000 customers, including diverse government entities and large companies. Our main goal is to ensure robust protection of the IT environments of these organizations.

Geographically, we currently cover 18 cities across the Kingdom through a specialized team of engineers and consultants. We also aim to expandi our team in the Western Region, in line with our plan to open a regional headquarters in Riyadh soon.

How has Saudi Arabia’s regulatory environment contributed to driving Spire Solutions’ growth in this sector?

Governance and regulations put in place by Saudi regulators have been the cornerstone for our business growth, setting clear frameworks for cybersecurity and data protection standards. This boosted demand for our solutions across pivotal sectors, whether financial, banking, or governmental, while ensuring companies operate within a protected, regulated market.

The sector is witnessing a great momentum, backed by several supporting entities, notably the Saudi Data and Artificial Intelligence Authority (SDAIA), the Saudi Ministry of Communications and Information Technology, and many other entities.

Spire Solutions recently participated in the inaugural AI Everything MEA 2026 summit. How do you see the growth opportunities in the Egyptian market compared to other markets in the region? 

The Egyptian market is very promising, driven by a genuine, tangible shift from the government and the private sector towards comprehensive digital transformation.

Companies and banks have shown significant awareness of the need to integrate AI into their work cycles. Spire Solutions has been operating in the Egyptian market for more than 10 years, and we believe that the current movement in digital transformation and AI paves the way for us to boost investment and expand the reach of our technical services and consultancies in the coming period.

Does Spire Solutions plan to launch new projects in Egypt soon?

Spire Solutions is in ongoing talks with local partners to form successful partnerships. We recently held high-level meetings with leading Egyptian entities and have several strategic projects in the pipeline that we will announce soon.

I would like to emphasize a key point regarding our business approach in Egypt. We do not engage directly with the end-user; rather, we work through strategic partnerships with system integrators. However, we provide support to end-users through consultancy services and technical training.

The entrepreneurship sector in the region is experiencing significant momentum. What role does Spire Solutions play in supporting startups?

Supporting startups is at the heart of our strategy. We are committed to providing them with specialized technical training, enabling access to markets, and helping them build effective customer relationships.

We believe in the importance of working alongside entrepreneurs who are developing innovative solutions. Through this approach, we have supported a number of startups that have successfully established a strong presence across the region.

How do you see the future of AI and data sectors in key markets in the region by 2030?

Data volume is growing continuously and rapidly, making data science and analytics an essential pillar of organizational resilience, serving as the engine that guides companies' investments and helps navigate emerging challenges.

Today, AI plays a crucial role in promoting this process by providing faster and more accurate data protection. We aim to expand beyond Egypt and the GCC to enter specific markets in North Africa within the coming period.

With the accelerated pace of digital transformation in Saudi Arabia and Egypt, opportunities are abundant for cybersecurity and AI companies. Spire Solutions, guided by a clear regional expansion strategy, focuses on building local partnerships, knowledge exchange, and upskilling talent, ultimately enhancing organizations’ readiness to address evolving challenges in the digital landscape.

Translation: Noha Gad