Edulga

Cover Block

Attribute	Detail
Name	Edulga
Tagline	An AI-powered, Web3-enabled platform that accelerates global development in education and human capital. [edulga.ai]
Headquarters	Abu Dhabi Emirate, United Arab Emirates
Founded	2024
Stage	Pre-Seed
Business Model	B2B2C
Industry	Edtech
Technology	AI / Machine Learning
Geography	Middle East / North Africa
Growth Profile	Venture Scale
Founding Team	Co-Founders (2)
Funding Label	Undisclosed

Links

• Website: https://www.edulga.ai/
• LinkedIn: https://eg.linkedin.com/in/samar-elghalban
• Apple Podcasts: https://podcasts.apple.com/us/podcast/the-motivational-mariamtalks-podcast/id1555170539

Executive Summary

Edulga is a pre-seed stage startup proposing to use a large knowledge graph, branded as "The Brain," to unify fragmented educational content and generate personalized learning pathways [MBZUAI Innovation & Entrepreneurship Center, 2024]. Founded in 2024 and headquartered in Abu Dhabi, the company's primary signal to date is its participation in selective non-dilutive programs, including a grant from the MBZUAI Innovation & Entrepreneurship Center and Google for Startups' Growth Academy: AI for Education cohort [Google, April 2024]. The founding team, led by Samar Elghalban as CEO and Mariam Barakat as co-founder, is positioning the venture within the women-in-tech narrative [LinkedIn, 2026].

The core product concept, an AI-powered, Web3-enabled platform connecting educators, students, and industry partners, rests on the technical implementation of its knowledge graph to structure and relate disparate resources into adaptive experiences [edulga.ai, 2026]. Differentiation is claimed to reside in the underlying graph architecture. The business model is described as B2B2C, targeting institutions and end-learners. Capitalization is not publicly disclosed.

Over the next 12-18 months, the critical watchpoints are the translation of its technical architecture into a demonstrable product module, the securing of a first named institutional customer to validate the B2B motion, and the articulation of a clear value proposition for its Web3 component.

Taxonomy Snapshot

Axis	Value
Stage	Pre-Seed
Business Model	B2B2C
Industry / Vertical	Edtech
Technology Type	AI / Machine Learning
Geography	Middle East / North Africa
Founding Team	Co-Founders (2)

Edulga is a pre-seed stage company founded in 2024, headquartered in the Abu Dhabi Emirate, United Arab Emirates. The company was established by Mariam Barakat and Samar Elghalban [LinkedIn, 2026]. The venture's public narrative positions it as a women-in-tech startup focused on addressing fragmentation in education through AI and Web3 technologies [LinkedIn, 2025].

Key early milestones are programmatic. In 2024, Edulga was named a recipient of a grant from the MBZUAI Innovation & Entrepreneurship Center [MBZUAI Innovation & Entrepreneurship Center, 2024]. That same year, the company was selected to participate in Google for Startups' Growth Academy: AI for Education program [Google, April 2024].

Data Accuracy: YELLOW -- Founder roles confirmed via LinkedIn; program participation confirmed by program pages. Founding story and entity details are not publicly available.

Product and Technology

Edulga's public proposition centers on a knowledge-graph architecture designed to address fragmentation in learning resources. The company describes its core product as "The Brain," a large graph model that simulates knowledge and pathways for real-time, conceptualized content exchange and generation [edulga.ai]. This system is positioned to connect educators, students, institutions, and industry partners by structuring and relating disparate content [edulga.ai]. A specific user-facing feature allows individuals to add PDFs and YouTube videos to a personal library to build a knowledge base [edulga.ai].

The technological approach appears to rely heavily on graph databases and generative AI. This is inferred from a live job posting for a Knowledge Graph Developer with Neo4j expertise [LinkedIn]. The platform aims to deliver contextual, adaptive, and gamified learning experiences [Not Another Brittany!]. The integration of a "Web3-enabled" component is noted in the company's tagline but its specific utility is not publicly elaborated.

Data Accuracy: YELLOW -- Product claims are sourced from the company's own website and a third-party blog post; technical stack is inferred from a single job posting.

Where the Demand Sits

The ambition to unify fragmented educational resources with AI is not new, but the scale of the problem and the maturation of graph-based AI models have created a fresh window for new infrastructure plays. Edulga's core thesis rests on the persistent inefficiency of the global education and skills market.

Metric	Value
Corporate E-Learning Market 2021	$210B
Corporate E-Learning Market 2030 (est.)	$848B
AI in Education Market 2030 (est.)	$25.7B

Data Accuracy: YELLOW -- Market sizing figures are drawn from third-party analyst reports, but the specific application to Edulga's proposed model is inferred.

Competitive Landscape

Edulga enters a crowded and mature edtech market with a proposition that is more architectural than product-specific, aiming to be the connective tissue between existing resources.

The competitive map for Edulga's stated goal of unifying fragmented learning resources spans several established segments. In the learning management system (LMS) and content platform category, incumbents like Canvas, Moodle, and Blackboard control institutional relationships [edulga.ai, 2026]. Challengers in the personalized and adaptive learning space, such as Knewton or DreamBox, have focused on algorithm-driven content sequencing within their own walled gardens. Knowledge graph and semantic search platforms applied to education, like Wolfram Alpha or Quizlet, structure information but typically serve end-learners. The corporate learning and skills intelligence market, served by companies like Degreed or Cornerstone OnDemand, focuses on aggregating learning content for enterprise upskilling.

Edulga's potential defensible edge rests on its proprietary "Brain" knowledge graph model and its integration of Web3 components [PERPLEXITY SONAR PRO BRIEF, 2026]. The knowledge graph architecture, if it can effectively ingest and relate unstructured content, could create a data moat through network effects. Participation in the Google for Startups Growth Academy: AI for Education program provides non-dilutive support and technical validation [Google, April 2024]. The Web3 component represents a significant exposure, adding implementation complexity [Medium, June 2025].

Data Accuracy: YELLOW -- Competitive analysis is inferred from company positioning and general market mapping; no direct competitor claims are publicly sourced.

Opportunity

The prize for Edulga is a central role in structuring the world's fragmented educational knowledge into a dynamic, monetizable graph. The headline opportunity is to become the foundational knowledge infrastructure for education and workforce development in the Middle East and North Africa.

Scenario	What happens	Catalyst	Why it's plausible
Government-Led National Skills Graph	Edulga's platform is adopted by a national ministry of education or labor to map and connect public curricula, vocational training, and private sector skill demands.	A pilot project funded by a development bank or a national digital transformation initiative.	The UAE and broader GCC region have active national agendas for AI and future skills.
Institutional Land-and-Expand	The company signs a flagship university as a customer to structure its internal knowledge base, then uses that reference to sell adjacent modules.	A successful paid pilot with a university that is part of the MBZUAI or Google for Startups network.	The hiring of a Knowledge Graph Developer indicates active investment in the core technical capability.

Data Accuracy: YELLOW -- Core opportunity claims are drawn from company and program descriptions; market comparables are illustrative.

Sources

1. [MBZUAI Innovation & Entrepreneurship Center, 2024] IEC Grant: Supporting startups with AI in education | https://www.linkedin.com/posts/mbzuai-innovation-entrepreneurship-center_iec-grant-supporting-startups-with-ai-in-activity-7199021798862135296-tYyE/
2. [Google, April 2024] Growth Academy's new AI program to help startups build AI tools for education | https://blog.google/outreach-initiatives/entrepreneurs/growth-academy-ai-education-startups/
3. [edulga.ai, 2026] Edulga | https://www.edulga.ai/
4. [LinkedIn, 2026] Samar Elghalban - Founder & CEO - Edulga | https://eg.linkedin.com/in/samar-elghalban
5. [LinkedIn, 2026] Mariam Barakat - Edulga | https://ae.linkedin.com/in/mariam-barakat
6. [LinkedIn, 2025] Samar Elghalban LinkedIn post on women-in-tech | https://eg.linkedin.com/in/samar-elghalban
7. [Not Another Brittany!, 2026] Board of Advisors at EdTech Startup - Edulga | https://www.notanotherbrittany.com/board-of-advisors-at-edtech-startup-edulga/
8. [PERPLEXITY SONAR PRO BRIEF, 2026] Edulga company description | https://www.edulga.ai/
9. [Global Market Insights, 2024] AI in Education Market Size | https://www.gminsights.com/industry-analysis/artificial-intelligence-ai-in-education-market
10. [Statista, 2023] Corporate E-Learning Market Size | https://www.statista.com/statistics/1130331/corporate-e-learning-market-size-worldwide/
11. [World Economic Forum, 2023] Future of Jobs Report | https://www.weforum.org/reports/the-future-of-jobs-report-2023/
12. [HolonIQ, 2022] Global Education Outlook | https://www.holoniq.com/notes/10-megatrends-shaping-the-future-of-global-education
13. [Medium, June 2025] Web3: Unpacking the Internet’s Next Evolution | https://medium.com/@furqonfitrianto/web3-unpacking-the-internets-next-evolution-a-comprehensive-analysis-93428a98cd10