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AdeptNova is a Semantic AI global company. We build enterprise AI that organisations can fully trust, explain, and audit - grounded in ontology, knowledge graphs, and neural-symbolic reasoning.
87% of AI projects fail to scale (Gartner 2024). Not because the technology is wrong - but because AI lacks a semantic foundation. Without a shared, machine-readable understanding of what data means, models hallucinate, can't be audited, and fail across business domains.
AdeptNova closes this gap. We combine Oxford-grade AI research with enterprise delivery discipline to build the semantic layer that makes AI trustworthy. Our three-layer stack - Unified Data Ontology, Knowledge Graph Engine, and Contextual AI - transforms raw data into explainable intelligence.
We don't just close the semantic gap. We bridge the entire journey from raw data to boardroom-grade business action.
We start with your KPIs, not your tech stack. Measurable business outcomes, always.
Every AI answer traceable. Every decision auditable. Zero black boxes.
Measurable outcomes within 30 days. We commit to results, not deliverables.
Academic rigour + enterprise delivery. Deep ontology and knowledge graph specialists.
Four phases. Measurable ROI at every stage.
Identify 3-5 high-impact AI opportunities. Semantic gap assessment. Executive roadmap.
Working prototype on your data. Impact milestones defined. Clear ROI business case.
Semantic layer live. Knowledge graph in production. Scalable adoption plan.
Self-evolving models. Continuous optimisation. Sustainable competitive moats.
CEO, Dayrize
CEO, Quantivia Software Solutions
We have had the pleasure of working with Adeptnova, who have played a critical role in testing applications for Intune. Their technical expertise, thorough approach, and commitment to quality have been instrumental in ensuring a smooth and efficient testing process. The team consistently demonstrates a proactive mindset, quickly identifying and resolving issues while maintaining clear communication and detailed documentation. Their professionalism and ability to work collaboratively have made a significant impact, and their contributions are highly valued. We appreciate their dedication and look forward to continuing this successful partnership.
CTO, Access IT Automation
Working with AdeptNova has been a highly productive experience. Their AI expertise and proactive approach were instrumental in exploring innovative solutions for building an AI-powered 360-degree 3D model. The team not only demonstrated deep technical capability but also invested time and effort to validate the technology's potential. Their leadership commitment and collaborative spirit made the entire process seamless and effective.
Co-founder, Vuabl
Adeptnova has been a strategic partner in our journey towards cutting-edge AI, data engineering, and ERP solutions. Their proactive investment in establishing a Palantir Centre of Excellence has enabled us to deliver AI-driven data solutions with efficiency. What truly sets Adeptnova apart is their unwavering commitment to excellence - from day one, they have invested in building a highly skilled, certified team and hands-on leadership engagement, ensuring measurable business impact and seamless execution. For businesses looking to embrace AI-led intelligent automation and data-driven transformation, Adeptnova is a trusted partner we highly recommend.
CEO, Fahraon
AdeptNova has been an indispensable partner in delivering full-stack development services, consistently providing high-quality solutions tailored to our specific needs. Their collaborative and proactive approach fosters a true 'one-team' dynamic, seamlessly integrating with our workflows and aligning with our business goals. The team's adaptability has been key in addressing evolving project demands, while the leadership's approachable nature and commitment to shared success make working with them a truly rewarding experience. I can say with confidence that AdeptNova exemplifies excellence in partnership and execution.
President, Blue Spire Inc
We empower women re-entering the workforce after career breaks through mentorship, tailored skill development, and flexible work options - focusing on AI and Data Science roles.
We offer postgraduate students internships in AI, Data Science, and Computer Science - bridging the gap between academia and industry while building a more diverse workforce.
90 minutes. Map your AI opportunities, identify semantic gaps, receive a tailored ROI roadmap. Complimentary.
support@adeptnova.com · +44 141 587 7606 · Suite 2/3 48 West George Street, Glasgow G2 1BP
