ABEJA vs Faculty AI

Neither company has publicly disclosed a valuation, making a definitive size comparison difficult. ABEJA employs 100-500 people, while Faculty AI has 100-500 employees.

ABEJA has raised more in total funding at $50M, compared to Faculty AI's $42M — a gap of $8M.

Faculty AI holds the higher Awaira Score at 60/100, compared to ABEJA's 55/100. The Awaira Score is a composite metric factoring in valuation, funding, stage, team size, and market presence — a 5-point gap that reflects meaningful differences in scale or traction.

ABEJA was founded by Shoichiro Aoyama in 2012. Faculty AI was founded by Marc Warner in 2014. Visit each company's profile on Awaira for a full founder biography.

ABEJA: ABEJA develops AI platform products for retail operations and manufacturing quality control, applying computer vision to analyse in-store customer behaviour and product performance in retail environments, and deploying visual inspection AI for defect detection in manufacturing production lines. The Tokyo company has built an enterprise software business serving Japanese retailers and manufacturers seeking to apply AI to operational problems without building internal AI engineering teams.\n\nThe company raised approximately $50 million in venture funding from investors including SBI Investment, SMBC Venture Capital, and KDDI Open Innovation Fund. ABEJA serves major Japanese retailers, convenience store chains, and manufacturing companies with AI analytics that derive insights from existing camera infrastructure in stores and factories. The company ABEJA Platform cloud product allows enterprise clients to build, deploy, and manage computer vision AI applications with managed infrastructure that reduces the AI operations burden.\n\nABEJA competes in the Japanese enterprise AI market alongside Retail AI (a Seven-Eleven Japan subsidiary) and international computer vision vendors. Japan large retail and manufacturing sectors, combined with limited English-language AI vendor support and preference for domestic supplier relationships in enterprise procurement, create a favourable environment for domestic AI platform companies with established enterprise relationships. The company participation in Japan government digital transformation initiatives has provided additional channels for deploying AI in public sector and infrastructure applications. Faculty AI: Faculty AI provides applied AI consulting, products, and platform services to government agencies and enterprise clients across the United Kingdom and beyond. The company builds custom machine learning models, deploys AI decision-support tools, and offers its Frontier data science platform for teams that need to build, deploy, and monitor models at scale.\n\nFaculty has raised approximately $42 million in venture funding and counts the UK National Health Service, the Cabinet Office, and major private sector firms among its clients. The company gained significant visibility for its work supporting the UK government COVID-19 response, supplying data analytics and epidemiological modelling capabilities. It maintains a team of AI researchers and engineers drawn from academic institutions including Oxford and Cambridge.\n\nThe company occupies a distinctive position in the UK AI services market, combining a commercial consulting practice with proprietary software products. Faculty competes with large consultancies such as McKinsey and Accenture as well as boutique AI firms for government and enterprise contracts. Its proximity to policymakers and its record of sensitive public-sector engagements give it a reputational edge in regulated-industry deployments where trust and UK data sovereignty are primary buying criteria.

ABEJA was founded first in 2012, giving it 2 years of additional market experience. Faculty AI was founded later in 2014. In AI, even a year or two of head start can translate into significantly more training data, customer relationships, and institutional knowledge.

Both ABEJA and Faculty AI report similar employee counts of approximately 100-500. Team size is often a proxy for operational scale, though lean AI companies can punch well above their headcount.

Yes, ABEJA and Faculty AI are direct competitors — both operate in the Enterprise AI space and likely target overlapping customer segments. This comparison is especially relevant for buyers evaluating both platforms.