FOS AI
FOS AI is an on-premise AI system designed specifically for real estate developers, construction companies, property managers, and real estate brokerages.
Mission
The mission of FOS AI is to introduce structured, secure, and intelligent automation into industries that manage high-value assets and complex documentation. Real estate development and construction firms operate in environments where decisions affect millions of dollars in capital allocation, compliance, timelines, and investor trust. FOS AI exists to provide operational intelligence that enhances speed, accuracy, and clarity across the entire organization. Our mission is to transform fragmented operational environments into AI-assisted ecosystems that support growth, transparency, and scalability. Industry Problems FOS AI Solves Real estate and construction companies face recurring operational challenges: • Disconnected communication between teams, contractors, and executives • Thousands of emails, floor plans, invoices, and contracts processed manually • Delays in approvals and documentation verification • Lack of centralized intelligence across departments • Risk exposure due to human error and data fragmentation • Limited real-time operational visibility Most AI tools available today are built for general productivity. They are not designed for the structural complexity of real estate development, architectural workflows, or construction project management. FOS AI is built specifically for these industries. It can analyze floor plans, interpret construction documentation, assist with invoice validation, monitor internal communication patterns, and provide structured insights for executives and project managers.
Challenge
The long-term vision of FOS AI is to become the leading artificial intelligence infrastructure for real estate development companies in the United States and Europe. Our strategic goals include: • Position FOS AI as the standard AI operating layer for mid-size and large real estate developers • Provide secure on-premise AI installations that protect sensitive financial and architectural data • Reduce administrative inefficiencies and repetitive tasks by up to 40 percent • Improve project timeline accuracy and operational transparency • Develop scalable AI deployment frameworks for construction, property management, and brokerage firms • Build partnerships across the real estate technology ecosystem FOS AI is not a marketing tool. It is not a chatbot. It is an operational intelligence system designed to function as a permanent AI infrastructure within a company. Why On-Premise AI Matters in Real Estate Security and data control are critical in real estate development. Architectural drawings, land acquisition contracts, investor documentation, and financial data cannot be exposed to uncontrolled third-party environments. FOS AI operates within the company’s own infrastructure, ensuring full data ownership, compliance alignment, and enterprise-level security. This makes FOS AI uniquely positioned for real estate firms that require both innovation and control.
Goal
OS AI was founded by Kirill Samarits, entrepreneur and marketing strategist with extensive experience in real estate development marketing and operational systems. The company is developed in partnership with John Deves and Yirgos Deves, bringing together expertise in technology architecture, system design, and strategic execution. Together, the leadership team is building a next-generation AI infrastructure platform tailored to high-value real estate operations. Conclusion FOS AI represents the evolution of artificial intelligence in real estate development. It moves beyond generic tools and introduces structured, secure, industry-specific AI systems that integrate directly into operational environments. As artificial intelligence reshapes global industries, FOS AI is positioned to define how real estate and construction companies operate in the next decade.
