What we've done.
We revolutionized Holo's mortgage application process using advanced generative AI and vision transformer models. Our solution:
Slashed submission time from days to 15 minutes
Saved customers 4 hours of communication with Holo's mortgage managers per application
Eliminated growth bottlenecks
Played key role in pre-Series A funding
By integrating cutting-edge OCR and AI-driven document understanding and form filling, we've set new efficiency standards in the mortgage sector, positioning Holo as the Middle East's leading digital mortgage platform.
We built an always-on AI assistant designed to transform how mortgage managers and concierge agents work with clients. Accessible via both text and voice, this AI agent acts as a true copilot, ready to perform tasks on behalf of Holo’s team at any time.
The agent streamlines the entire client journey - from generating tailored proposals of mortgage products, to processing and extracting key details from client identity documents, to scheduling property viewings, to automatically filling out mortgage applications in seconds.
By taking on this operational load, the AI frees Holo’s staff to focus on higher-value, human interactions while ensuring speed, accuracy, and consistency across the mortgage process.
We transformed Edugo AI's language learning app into a cutting-edge, AI-powered platform delivering personalized experiences. Our solution:
Developed an advanced AI tutor for tailored content and assessments
Reduced teachers' lesson creation time from 5 hours to 30 minutes
Increased teacher-to-student ratio from 1:30 to 1:hundreds
Enabled 24/7 learning with AI-generated lessons and practice conversations
By integrating state-of-the-art AI for content generation, intelligent memory retrieval, and virtual tutoring, we've redefined language learning. This breakthrough overcomes traditional app limitations, setting new standards for personalization, efficiency, and scalability in language education.
We built a central Business Intelligence AI agent designed to serve as a single source of truth for a company’s entire performance landscape. This agent is connected directly to every internal data source - from accounting and finance systems to marketing platforms, sales CRMs, operations trackers, and beyond. It also ingests unstructured information such as meeting transcripts, documents, and email threads, giving it complete visibility across the business.
With this foundation, the agent can do more than just report numbers. It continuously analyzes patterns, runs comparisons, and performs deep research to uncover hidden insights that executives may otherwise miss. Beyond surfacing these findings, it also proposes concrete, actionable recommendations, turning passive data into active strategy.
We partnered with Columbus to create an AI-powered B2B platform that redefines OKR and business strategy management. Our innovative solution:
Developed a Targeted AI Insights Engine for actionable OKR recommendations
Created a Comprehensive AI Strategy Monitor for holistic operational analysis
Enhanced engagement with OKR processes through personalized insights
Bridged the gap between daily operations and overall strategy
By integrating advanced AI for data analysis, strategic guidance, and proactive monitoring, we've elevated strategy management to new heights. This breakthrough addresses the limitations of traditional OKR systems, setting new benchmarks for efficiency, engagement, and strategic alignment in business operations.
We built an Executive Meeting AI Agent that silently joins leadership meetings, always listening for context and ready to provide intelligence on demand. It connects to both the company’s private knowledge base and the open web to surface relevant insights in real time.
Key capabilities include:
Instantly answering executives’ questions during meetings
Pulling up past decisions, reports, and financials from internal data
Performing live competitor and market research without disrupting discussion
Ensuring meetings shift from conversation to action-oriented strategy
We developed a Social Media Community Management AI Assistant that monitors large brands social media posts in real time. The agent drafts personalised, on-brand responses to every comment while ensuring the brand’s tone and style guidelines are strictly followed. It included a human-in-the-loop workflow for immediate approval, editing, or rejection. It allowed community managers scale engagement without losing authenticity
While working at Careem, the Middle East's leading Super App, Kevin led the development of CrazyWall, a one-of-a-kind fraud detection and prevention system:
Leveraged graph-based deep learning to protect 50M+ users across multiple services
Mapped complex user identities and behaviours into a comprehensive graph
Implemented real-time fraud detection with human-in-the-loop for high-stakes decisions
Processed data from 50M+ users, blocking thousands of fraudulent accounts monthly
This innovative solution achieved high accuracy levels, saving an estimated $1M+ annually in prevented fraud. By pioneering graph-based deep learning in fraud detection for a major tech company, Kevin's work set new standards for security and efficiency in the rapidly growing Super App sector.
While at Lean Technologies, a leading Middle Eastern Open Banking fintech, Kevin led the development of an innovative LLM-based system for financial data enrichment:
Utilized fine-tuned Large Language Models to process untidy, unstructured banking data
Enhanced transaction categorization and merchant name extraction to over 95% accuracy
Processed tens of thousands of daily transactions from multiple financial institutions
Enabled real-time data enrichment for various financial services
This advanced solution significantly improved the accuracy and speed of critical financial processes, supporting income verification, credit decisioning, and personal finance management. Kevin's work set new standards for applying AI in Open Banking, enhancing the delivery of financial services across the region.
