Adept in innovation. Agile in execution. Relentless in delivering value.
AdeptNova is a Semantic AI company headquartered in Glasgow, UK. We build enterprise AI that organisations can fully trust, explain, and audit — grounded in ontology, knowledge graphs, and neural-symbolic reasoning.
Measurable impact, every engagement
Enable organisations to build AI they can fully trust
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.
Business-First
We start with your KPIs, not your tech stack. Measurable business outcomes, always.
100% Explainable
Every AI answer traceable. Every decision auditable. Zero black boxes.
Guaranteed ROI
Measurable outcomes within 30 days. We commit to results, not deliverables.
Oxford AI Expertise
Academic rigour + enterprise delivery. Deep ontology and knowledge graph specialists.
The 30-Day AI Accelerator™ — prove value before you commit
Four phases. Measurable ROI at every stage.
Strategic Workshop
Identify 3–5 high-impact AI opportunities. Semantic gap assessment. Executive roadmap.
Proof of Value
Working prototype on your data. Impact milestones defined. Clear ROI business case.
Transformation Sprint
Semantic layer live. Knowledge graph in production. Scalable adoption plan.
Market Leadership
Self-evolving models. Continuous optimisation. Sustainable competitive moats.
End-to-end business transformation
Ontology & Knowledge Graph
Domain ontology, KG construction, semantic integration, reasoning engines
AI & Machine Learning
Generative AI, agentic AI solutions, agentic AIOps, AI model quality assurance
Intelligent Automation
Workflow intelligence, cognitive automation, hyper-automation
Data Modernisation
Data engineering, governance, analytics, compliance reporting
Powered by industry leaders
Trusted across industries
"AdeptNova has been a strategic partner in our journey towards cutting-edge AI 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 them apart is their unwavering commitment to excellence."— Strategic Partner, Enterprise Software Company
"Working with AdeptNova has been a highly productive experience. Their AI expertise and proactive approach were instrumental in exploring innovative solutions. The team demonstrated deep technical capability and their leadership commitment made the entire process seamless and effective."— Technology Director, Innovation Partner
"AdeptNova has been an indispensable partner delivering full-stack development services. Their collaborative approach fosters a true 'one-team' dynamic, seamlessly integrating with our workflows. I can say with confidence that AdeptNova exemplifies excellence in partnership and execution."— Head of Engineering, Enterprise Client
"For businesses looking to embrace AI-led intelligent automation, AdeptNova is a trusted partner we highly recommend. From day one, they invested in building a highly skilled, certified team with hands-on leadership engagement, ensuring measurable business impact."— CTO, Digital Transformation Client
Building a more diverse tech workforce
Women Returners Programme
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.
Graduate Internship Programme
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.
Start your AI transformation with a free strategic workshop
90 minutes. Map your AI opportunities, identify semantic gaps, receive a tailored ROI roadmap. Complimentary.
support@adeptnova.com · +44 141 587 7606 · 272 Bath Street, Glasgow G2 4JR