InstaDeep vs Glean

Glean has a disclosed valuation of $4.6B, while InstaDeep's valuation is not publicly available, making a direct size comparison difficult. Glean employs 500 people.

Glean has raised more in total funding at $600M, compared to InstaDeep's $100M — a gap of $500M. Combined, the two companies have completed 5 known funding rounds.

Glean holds the higher Awaira Score at 82/100, compared to InstaDeep's 58/100. The Awaira Score is a composite metric factoring in valuation, funding, stage, team size, and market presence — a 24-point gap that reflects meaningful differences in scale or traction.

InstaDeep was founded by Karim Beguir in 2014. Glean was founded by Arvind Jain in 2019. Visit each company's profile on Awaira for a full founder biography.

InstaDeep: InstaDeep built AI decision-making systems for complex industrial and enterprise applications, combining deep reinforcement learning, graph neural networks, and large-scale optimisation techniques to address routing, scheduling, and resource allocation problems across logistics, life sciences, and infrastructure sectors. The company was founded in Tunis and grew its engineering hub in London, operating at the intersection of fundamental AI research and commercial deployment.\n\nThe company raised approximately $100 million prior to its acquisition by BioNTech, the mRNA therapeutics company, in January 2023 for approximately $680 million. The acquisition gave BioNTech an AI engineering capability to apply to drug design, clinical trial optimisation, and mRNA sequence design, with InstaDeep team integrating into BioNTech AI capabilities. Prior to the BioNTech deal, InstaDeep had research partnerships with Google DeepMind and applied its reinforcement learning expertise to protein structure prediction and biological sequence optimisation.\n\nInstaDeep operated in the applied deep reinforcement learning market, a niche segment of enterprise AI that requires combining algorithmic research with domain-specific engineering. The BioNTech acquisition represented one of the largest exits for an African-founded technology company and validated the intersection of reinforcement learning with pharmaceutical AI as a high-value application area. The company mission to bridge academic AI research and industrial deployment aligned naturally with BioNTech strategy of building internal AI capabilities to accelerate its mRNA medicine pipeline. Glean: Glean is an enterprise AI search and discovery platform founded in 2019 that helps organizations extract actionable insights from internal data. The company operates in the enterprise AI category, providing AI-powered search capabilities across fragmented corporate information systems including documents, emails, chat messages, and databases. Glean's core technology uses machine learning to understand context and intent, enabling employees to find relevant information and answers across previously disconnected data sources. The platform serves large enterprises seeking to improve productivity and knowledge accessibility. Glean competes in the growing enterprise search and generative AI market alongside companies like Perplexity and traditional search providers adapting to AI. The company has raised $600 million across multiple funding rounds, reaching a valuation of $4.6 billion as of its Series E stage. This funding positions Glean among well-capitalized AI startups addressing enterprise information retrieval challenges. The company targets mid-to-large organizations where data silos and information discovery present operational inefficiencies. Glean's growth trajectory reflects broader enterprise adoption of AI-powered search solutions as organizations increasingly prioritize knowledge worker productivity and unified information access across their technology stacks. Glean specializes in enterprise-specific AI search that unifies fragmented internal data sources rather than external web indexing.

InstaDeep was founded first in 2014, giving it 5 years of additional market experience. Glean was founded later in 2019. In AI, even a year or two of head start can translate into significantly more training data, customer relationships, and institutional knowledge.

InstaDeep has approximately 100-500 employees, while Glean has approximately 500. A larger team often signals higher revenue or venture backing, but in AI, smaller teams are increasingly capable of building at scale.

Yes, InstaDeep and Glean 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.