InstaDeep vs yellow.ai

yellow.ai has a disclosed valuation of $1B, while InstaDeep's valuation is not publicly available, making a direct size comparison difficult. yellow.ai employs 800 people.

yellow.ai has raised more in total funding at $102M, compared to InstaDeep's $100M — a gap of $2M. Combined, the two companies have completed 4 known funding rounds.

yellow.ai holds the higher Awaira Score at 73/100, compared to InstaDeep's 58/100. The Awaira Score is a composite metric factoring in valuation, funding, stage, team size, and market presence — a 15-point gap that reflects meaningful differences in scale or traction.

InstaDeep was founded by Karim Beguir in 2014. yellow.ai was founded by Raghu Ravinutala in 2016. 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. yellow.ai: yellow.ai is an India-based enterprise AI platform founded in 2016 that specializes in conversational AI and automation solutions for businesses. The company develops a cloud-based platform enabling organizations to build, deploy, and manage AI-powered chatbots and virtual assistants across multiple channels including voice, chat, and messaging applications. Its core technology focuses on natural language processing and machine learning to handle customer service, sales, and operational automation workflows. The platform serves enterprise clients across industries including banking, retail, telecommunications, and hospitality. yellow.ai's solution addresses customer engagement, lead qualification, complaint resolution, and internal process automation. The company operates in the competitive conversational AI market alongside players like Intercom, Drift, and others, differentiating through its multilingual capabilities and focus on emerging markets. As of its last funding round, yellow.ai achieved unicorn status with a $1.0 billion valuation and has raised $102 million across multiple funding rounds through Series C stage. The company has expanded its customer base and product capabilities, including sentiment analysis, intent recognition, and omnichannel deployment. Its growth trajectory reflects increasing enterprise demand for AI-driven customer experience automation and operational efficiency solutions in Asia-Pacific markets. yellow.ai combines conversational AI with omnichannel deployment specifically optimized for enterprises in emerging markets, particularly Asia.

InstaDeep was founded first in 2014, giving it 2 years of additional market experience. yellow.ai was founded later in 2016. 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 yellow.ai has approximately 800. 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 yellow.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.