Aidoc vs Insitro

Insitro has a disclosed valuation of $2.2B, while Aidoc'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 Aidoc's $370M — a gap of $373M. Combined, the two companies have completed 7 known funding rounds.

Insitro leads with an Awaira Score of 73/100, while Aidoc sits at 67/100. That 6-point gap reflects real differences in funding, scale, and traction — it's not a vanity metric.

Aidoc was founded by Elad Walach in 2016. Insitro was founded by Daphne Koller in 2018. Visit each company's profile on Awaira for a full founder biography.

Aidoc: Aidoc is an Israeli artificial intelligence company founded in 2016 that develops clinical decision support software for radiology and medical imaging. The platform uses deep learning algorithms to analyze medical images, prioritize critical findings, and alert radiologists to potential abnormalities, particularly focusing on conditions requiring urgent intervention. Aidoc's core offering integrates into existing hospital workflows and PACS systems, enabling radiologists to identify and triage high-risk cases more efficiently. The company operates in the clinical AI segment, competing with firms like Zebra Medical Vision and Enlitic in automated imaging analysis. Aidoc's technology addresses the growing bottleneck of radiologist workload and diagnostic delays by automating preliminary image screening and flagging priority cases. The platform reportedly covers multiple pathologies including stroke, pulmonary embolism, and other acute conditions. As of the latest available data, Aidoc has secured $370 million in total funding through Series D stage, though its valuation remains not disclosed. The company has expanded internationally and serves healthcare institutions across multiple regions. Aidoc's growth trajectory reflects increasing institutional adoption of AI-assisted diagnostic tools in radiology departments globally, driven by workforce shortages and demand for faster diagnostic turnaround times in clinical settings. Aidoc focuses on clinical workflow integration rather than replacement, embedding AI directly into existing radiology infrastructure to accelerate diagnostic processes. 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, utilizing 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.

Aidoc got there first, launching in 2016 — that's 2 years of extra runway. Insitro didn't arrive until 2018. In AI, that kind of head start means more training data, deeper customer relationships, and a bigger talent moat.

Both Aidoc and Insitro report about 300 employees. Team size is a rough proxy for scale, but lean AI companies routinely punch above their headcount.

Yes — they're direct rivals. Both Aidoc and Insitro compete in AI Healthcare, targeting many of the same buyers. If you're evaluating one, you should be looking at the other.