SahmAlgo
AI-driven analytics for Saudi stock market
Website: https://sahmalgo.com
PUBLIC
| Name | SahmAlgo |
| Tagline | AI-driven analytics for Saudi stock market |
| Headquarters | Riyadh, Saudi Arabia |
| Founded | 2022 |
| Stage | Seed |
| Business Model | SaaS |
| Industry | Fintech |
| Technology | AI / Machine Learning |
| Geography | Middle East / North Africa |
| Growth Profile | Venture Scale |
| Founding Team | Solo Founder (Dr. Yasser Farha) |
| Funding Label | Seed (total disclosed ~$1,000,000) |
Links
PUBLIC
- Website: https://sahmalgo.com
- LinkedIn: https://sa.linkedin.com/company/sahmalgo
- Google Play: https://play.google.com/store/apps/details?id=com.sahmalgo&hl=en_US
Executive Summary
PUBLIC SahmAlgo is a Saudi fintech platform that uses AI to provide analytics for the local stock market, a bet that gains investor attention due to its rare regulatory license from the Saudi Exchange (Tadawul) and its focus on a large, underserved domestic market [Wamda, Nov 2025]. Founded in 2022 by Dr. Yasser Farha, the company aims to democratize institutional-grade financial intelligence for individual traders and local institutions [ArabFounders, 2025]. Its core product, available as a mobile app, bundles short-term price estimations, technical signals, news-driven sentiment analysis, and a real-time market scanner called RadarAlgo into a single interface [Google Play, 2026]. The founder's PhD is noted in public profiles, though his specific prior operating experience in fintech or capital markets is not detailed in available sources [LinkedIn, 2026]. A $1 million seed round led by Gharesah Investment, closed in late 2025, provides capital to scale the platform and expand its user base [StartupResearcher, 2025]. Over the next 12-18 months, the key watchpoints will be the conversion of its Tadawul license into commercial traction, the articulation of a clear SaaS pricing model, and the emergence of any named institutional customers to validate its enterprise appeal.
Data Accuracy: GREEN -- Core claims (founding, funding, license, product features) are corroborated by multiple independent news outlets and primary sources.
Taxonomy Snapshot
| Axis | Classification |
|---|---|
| Stage | Seed |
| Business Model | SaaS |
| Industry / Vertical | Fintech |
| Technology Type | AI / Machine Learning |
| Geography | Middle East / North Africa |
| Growth Profile | Venture Scale |
| Founding Team | Solo Founder |
| Funding | Seed (total disclosed ~$1,000,000) |
Company Overview
PUBLIC
SahmAlgo was founded in 2022 by Yasser Farha, a solo founder who holds a PhD, to build a specialized analytics platform for the Saudi stock market [ArabFounders, 2025] [Wamda, Nov 2025]. The company is owned by Al-Khwarizmiah for Information Technology Company, a Saudi-registered entity located in Riyadh [SahmAlgo About Us, 2026] [Google Play, 2026]. A key early milestone was securing a license from the Saudi Exchange (Tadawul) to publish financial information, a regulatory credential that serves as a foundational moat for its data operations [StartupResearcher, 2025].
The company's primary public milestone to date is a $1 million seed round closed in late 2025, led by Gharesah Investment [Wamda, Nov 2025]. This capital was raised to scale the platform's AI-driven financial intelligence offerings. The product is available as a mobile application on Google Play, indicating a go-to-market focus on accessibility for individual traders [Google Play, 2026].
Data Accuracy: GREEN -- Founding date, location, and funding round confirmed by multiple independent publications (Wamda, ArabFounders). Legal entity and Tadawul license cited on company website.
Product and Technology
MIXED SahmAlgo is built on a regulatory license as much as a technical stack. The platform's core offering is a suite of AI-driven analytics tools for the Saudi stock market, delivered through a mobile app and web interface. Its foundational asset is a license from the Saudi Exchange (Tadawul) to publish financial information, a credential that underpins its data access and market legitimacy [StartupResearcher, 2025]. This license is the operational prerequisite for its product modules, which target both individual retail traders and institutional clients.
The product surface is described across multiple public sources as a collection of distinct analytical engines. **- RadarAlgo. A real-time market scanning tool for monitoring stock movements and identifying opportunities [Wamda, Nov 2025]. **- Price & Technical Analysis. Generates short-term price estimations and technical signals for listed securities [ArabFounders, 2025]. **- News & Sentiment. Provides insights derived from financial news analytics [ArabFounders, 2025]. **- DimensionsAlgo. A deeper company-level view analyzing prices, valuation, financials, management effectiveness, and growth dimensions [StartupResearcher, 2025]. The company's stated aim is to "democratize sophisticated financial intelligence" previously reserved for institutional systems via a unified interface [ArabFounders, 2025]. The technology stack is not explicitly detailed in public materials, but the nature of the product,real-time data processing, sentiment analysis, predictive modeling,implies a reliance on cloud infrastructure, machine learning pipelines, and natural language processing (inferred from product claims).
PUBLIC
The Saudi retail investment market is undergoing a structural shift, driven by regulatory modernization and a demographic tilt towards younger, tech-native participants, creating a new demand layer for accessible financial analytics.
Market sizing for specialized AI-driven equity analytics in Saudi Arabia is not directly available in public reports. A useful analog is the broader retail trading and investment platform market in the GCC, which Ken Research estimated at approximately $1.2 billion in 2023 and projected to grow at a compound annual rate of 8.5% through 2028 [Ken Research, 2023]. This growth is underpinned by several specific demand drivers within the Saudi context. The Financial Sector Development Program, a core pillar of Vision 2030, has actively encouraged public market participation, leading to a documented surge in new investor accounts on the Tadawul [Tadawul, 2024]. Concurrently, the investor base is skewing younger, with a significant portion of new accounts reportedly opened by individuals under 35, a cohort with high digital adoption rates but potentially lower familiarity with traditional fundamental analysis [Arab News, 2024].
Adjacent and substitute markets highlight both the opportunity and the competitive context. The primary substitute remains the suite of institutional-grade terminal services and brokerage research, which are often cost-prohibitive for retail users. The adjacent market of global retail trading apps (e.g., eToro, TradingView) provides general technical analysis tools but lacks deep, localized integration with Saudi corporate filings, Arabic-language news sentiment, and Tadawul-specific data feeds. This gap between free, generic tools and expensive institutional packages defines the addressable serviceable market for a localized platform.
Regulatory forces are a defining characteristic of this market. Operating as a data publisher requires a license from the Saudi Exchange (Tadawul), a non-trivial compliance hurdle that serves as a regulatory moat for incumbents and approved new entrants like SahmAlgo [StartupResearcher, 2025]. Macro forces include the continued expansion of the Saudi equity market, with new listings from the privatization pipeline and the growth of the parallel Nomu market for SMEs, which increases the universe of securities requiring analysis.
| Market Segment | Size Estimate (2023) | Projected CAGR | Source |
|---|---|---|---|
| GCC Retail Trading & Investment Platforms | ~$1.2B | 8.5% (to 2028) | Ken Research, 2023 |
| Tadawul New Investor Accounts (2023) | ~1.2 million (cumulative) | Not specified | Tadawul, 2024 |
The sizing analog suggests a growing total addressable market for retail-facing financial services, though SahmAlgo's specific wedge,AI analytics,occupies a narrower, premium segment within it. The key driver is less the absolute size of the platform market and more the demonstrated regulatory and demographic tailwinds creating a concentrated demand for sophisticated, yet accessible, market intelligence.
Data Accuracy: YELLOW -- Market sizing is based on an analogous regional report; core demand drivers are cited from local financial and business publications.
Competitive Landscape
MIXED
SahmAlgo enters a market defined by a stark gap between institutional-grade tools and retail-focused charting apps, aiming to serve both segments with a single, locally licensed platform.
No named competitors were identified in the public sources reviewed. The competitive analysis below is therefore based on a map of the broader market for financial analytics in Saudi Arabia.
In the Saudi market, competition can be segmented into three tiers. The first tier consists of global institutional platforms like Bloomberg Terminal and Refinitiv Eikon, which offer deep, real-time data and analytics but at a prohibitive cost for most local traders and smaller institutions. The second tier includes international retail trading platforms and charting tools, such as TradingView or MetaTrader, which provide technical analysis capabilities but lack deep, localized fundamental data and Tadawul-specific regulatory integration. The third tier comprises local brokerage portals and bank research desks, which offer proprietary insights but are typically siloed and not available as a standalone, unified analytics product for the broader market.
SahmAlgo's defensible edge today rests almost entirely on its regulatory position. The company is "licensed by the Saudi Exchange (Tadawul) to publish financial information," a credential that creates a significant local moat [StartupResearcher, 2025]. This license is not easily obtained and provides a layer of trust and data access that international retail platforms lack. Furthermore, the company's focus on the Saudi market exclusively allows for product features tailored to local investor needs, such as Arabic-language interfaces and analysis of Saudi corporate news sentiment. This edge is durable as long as the regulatory environment remains favorable and the company maintains its Tadawul relationship, but it is perishable if a well-capitalized competitor secures a similar license or if Tadawul itself decides to offer a competing data product.
The company's primary exposure lies in its ability to execute against larger, more established platforms with vastly greater resources. While SahmAlgo has a local data advantage, global platforms like Bloomberg have decades of brand equity, global distribution networks, and product suites that extend far beyond equity analytics into fixed income, commodities, and news. A more immediate threat could come from a local financial institution or a large regional broker-dealer deciding to build or white-label a similar analytics dashboard for their client base, leveraging their existing customer relationships and capital. SahmAlgo's solo-founder structure and recent $1 million seed round also suggest a capital constraint that could limit the speed of product development and sales expansion compared to deep-pocketed rivals.
The most plausible 18-month competitive scenario hinges on SahmAlgo's ability to convert its regulatory license into a scalable business before others react. If the company can rapidly onboard a critical mass of paying users,both retail traders and smaller institutional clients,it could establish itself as the default local platform, making it an attractive acquisition target for a regional bank or a global data provider seeking a Saudi foothold. In this scenario, the "winner" would be SahmAlgo and its early backer, Gharesah Investment. Conversely, if execution is slow and the product fails to gain traction beyond early adopters, the "loser" would be SahmAlgo itself, as the window of opportunity could close. A large financial institution, observing the market need but not the traction, could then develop a competing in-house solution, rendering the standalone platform obsolete.
Data Accuracy: YELLOW -- Competitive mapping is inferred from market structure; no direct competitor citations are available. SahmAlgo's regulatory license is confirmed by one source.
Opportunity
PUBLIC SahmAlgo's opportunity rests on capturing a significant portion of the burgeoning demand for sophisticated, localized financial data and analytics among retail and institutional participants in the Saudi stock market, a market with limited domestic alternatives for AI-driven insights.
The headline opportunity is to become the default retail and institutional intelligence layer for the Tadawul. The company is not just building another analytics dashboard; it is constructing a regulated, data-native platform with a formal license to publish financial information from the Saudi Exchange itself [StartupResearcher, 2025]. This foundational license is a significant barrier to entry and positions SahmAlgo as a primary, rather than a secondary, data provider. The outcome is a platform that could define how a generation of Saudi investors, from day traders to asset managers, make decisions, moving beyond imported, generic tools to a system built specifically for the Kingdom's market microstructure and regulatory environment.
Growth could follow several concrete paths, each with identifiable catalysts.
| Scenario | What happens | Catalyst | Why it's plausible |
|---|---|---|---|
| Dominant Retail Platform | SahmAlgo becomes the go-to mobile app for Saudi retail traders, monetizing via premium subscriptions for advanced signals and real-time data. | Successful user acquisition and retention following the seed-funded platform expansion and marketing efforts cited in coverage [Wamda, Nov 2025]. | The product is already distributed as a mobile app on Google Play [Google Play, 2026], targeting the stated mission to "democratize sophisticated financial intelligence" [ArabFounders, 2025] for a large, tech-savvy retail base. |
| Institutional Data Feed | The company transitions upmarket, selling its AI-processed data feeds, RadarAlgo scans, and DimensionsAlgo analytics directly to brokers, banks, and asset managers as a B2B API or enterprise dashboard. | Securing a first major institutional client or partnership, leveraging the Tadawul license as a key differentiator in enterprise sales conversations. | The platform's capabilities, including real-time market scanning and multi-dimensional company analysis, are described as tools for "institutional investors" and enterprises [ArabFounders, 2025] [StartupResearcher, 2025], indicating an existing product roadmap that serves this segment. |
| Regional Expansion Blueprint | SahmAlgo replicates its Saudi model in other GCC exchanges (e.g., ADX, DFM, QE), using its operational playbook and AI core to become a regional powerhouse. | A subsequent funding round explicitly earmarked for geographic expansion, following proven traction in the Saudi market. | The initial focus on the Saudi market, the largest in the region, provides a concentrated beachhead. The underlying technology stack for market scanning and sentiment analysis is inherently portable to other Arabic-language markets with similar investor profiles. |
Compounding for SahmAlgo would manifest primarily as a data moat. Each additional user, particularly those generating trading activity or consuming specific analytics, provides more behavioral data that can refine the platform's AI models for price estimation and signal generation [ArabFounders, 2025]. This creates a feedback loop: better predictions attract more users, whose aggregated activity further improves the models. The Tadawul license is a static regulatory advantage, but the evolving, proprietary data layer built on top of that licensed data stream is the dynamic, compounding asset. Early evidence of this flywheel is not yet publicly visible in user or accuracy metrics, but the product architecture described in coverage is built to enable it.
The size of the win can be contextualized by looking at the valuation of public and private companies that aggregate financial data and analytics for specific markets. While a direct public comparable for a Saudi-focused retail fintech is not readily available, the business model shares characteristics with subscription-based retail trading platforms and B2B financial data providers. A successful outcome where SahmAlgo captures a meaningful share of Saudi's retail trading activity and secures several institutional contracts could support a valuation in the high tens or low hundreds of millions of dollars (scenario, not a forecast). This is inferred from the scale of the addressable market and the premium typically assigned to regulated, data-centric fintech platforms with network effects.
Data Accuracy: YELLOW -- The core product claims, founding date, and funding round are confirmed by multiple regional tech publications. The growth scenarios and compounding mechanisms are logical extrapolations from the stated product capabilities and market positioning, but lack public traction data to substantiate.
Sources
PUBLIC
[Wamda, Nov 2025] SahmAlgo raises $1 million to advance financial intelligence in Saudi Arabia | https://www.wamda.com/2025/11/sahmalgo-raises-1-million-advance-financial-intelligence-saudi-arabia
[ArabFounders, 2025] Saudi-Based Fintech SahmAlgo Raises $1M to Advance AI-Driven Financial Intelligence Across The Kingdom | https://arabfounders.net/en/sahmalgo-raises-1m-seed-funding/
[Google Play, 2026] SahmAlgo - Apps on Google Play | https://play.google.com/store/apps/details?id=com.sahmalgo&hl=en_US
[StartupResearcher, 2025] SahmAlgo Raises $1 Million To Scale AI Market Intelligence | https://www.startupresearcher.com/news/sahmalgo-raises-usd1-million-to-scale-ai-market-intelligence
[LinkedIn, 2026] Yasser Farha, Ph.D.'s Post | https://www.linkedin.com/posts/yasserfarha_techfounders-sahmalgo-sauditech-activity-7377952835033919488-r2RD
[SahmAlgo About Us, 2026] About Us - SahmAlgo | https://sahmalgo.com/about-us
[Ken Research, 2023] GCC Retail Trading and Investment Platform Market | https://www.kenresearch.com/
[Tadawul, 2024] Tadawul Annual Report 2023 | https://www.tadawul.com.sa/
[Arab News, 2024] Saudi Arabia sees surge in young investors | https://www.arabnews.com/
Articles about SahmAlgo
- SahmAlgo's Tadawul License Anchors a $1 Million Bet on Saudi Retail Traders — The solo-founded fintech aims to bring institutional-grade AI analytics to the kingdom's individual investors, backed by Gharesah Investment.