Insitro vs Biofourmis

Insitro has a disclosed valuation of $2.2B, while Biofourmis's valuation is not publicly available, making a direct size comparison difficult. Insitro employs 300 people.

Insitro has raised more in total funding at $743M, compared to Biofourmis's $445M — a gap of $298M. Combined, the two companies have completed 3 known funding rounds.

Both Insitro and Biofourmis share the same Awaira Score of 73/100. The Awaira Score is a composite metric that factors in valuation, total funding raised, company stage, employee count, and market category.

Insitro was founded by Daphne Koller in 2018. Biofourmis was founded by Kuldeep Singh in 2015. Visit each company's profile on Awaira for a full founder biography.

Insitro: Insitro is an AI-driven drug discovery company founded in 2018 that applies machine learning to accelerate pharmaceutical development. The company combines computational biology, artificial intelligence, and wet-lab experimentation to identify and validate drug targets more efficiently than traditional methods. Insitro's platform uses proprietary algorithms to analyze complex biological data, predict drug efficacy and safety profiles, and optimize candidate selection across therapeutic areas including metabolic disease, oncology, and immunology. The company has raised $743 million across multiple funding rounds, achieving a valuation of $2.2 billion as of its Series C stage. This positions Insitro among well-capitalized AI healthcare startups addressing the structural inefficiencies in drug discovery. The company partners with pharmaceutical institutions to apply its technology to their pipelines, leveraging both internal discovery programs and collaborations. Insitro's competitive approach differs from pure software platforms by integrating experimental validation, reducing the translation gap between computational predictions and real-world drug performance. The company operates in a crowded but expanding market of AI drug discovery platforms competing against both established pharma AI initiatives and other venture-backed startups. Its growth trajectory reflects investor confidence in AI-enabled drug discovery models, though clinical validation remains ongoing for internally developed candidates. Insitro uniquely combines machine learning with integrated wet-lab capabilities rather than operating as pure software, bridging computational predictions to experimental validation. Biofourmis: Biofourmis develops AI-powered digital therapeutics and remote patient monitoring technology that combines wearable biosensor data with machine learning models to predict clinical deterioration, monitor chronic disease progression, and support clinical trial digital endpoint measurement. The Singapore company platform processes continuous physiological data streams from patients in hospital-at-home programs, enabling earlier clinical intervention and reducing avoidable readmissions for heart failure, oncology, and post-surgical patients.\n\nThe company raised approximately $445 million including a Series D from investors including SoftBank Vision Fund 2, Openspace Ventures, and Mass General Brigham Ventures. Biofourmis has built partnerships with health systems including Brigham and Women Hospital, Guy Hospital, and several major Asian health systems for remote monitoring program deployment, and has entered into pharmaceutical partnerships for using its digital monitoring platform as a clinical trial measurement tool to capture digital endpoints.\n\nBiofourmis competes in the remote patient monitoring and digital therapeutics market against BioIntelliSense, Current Health, and Validic, as well as the monitoring capabilities of established medical device companies including Philips and Masimo that are adding AI analytics to their remote monitoring platforms. The hospital-at-home model, which uses continuous remote monitoring AI to substitute inpatient hospital stays for selected patient populations, represents a significant healthcare cost reduction opportunity that health systems in the US, UK, and Asia are actively piloting.

Biofourmis was founded first in 2015, giving it 3 years of additional market experience. Insitro was founded later in 2018. In AI, even a year or two of head start can translate into significantly more training data, customer relationships, and institutional knowledge.

Insitro has approximately 300 employees, while Biofourmis has approximately 100-500. A larger team often signals higher revenue or venture backing, but in AI, smaller teams are increasingly capable of building at scale.

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