Tempus AI, Inc operates as a healthcare technology company. It engages in providing next generation sequencing diagnostics, polymerase chain reaction profiling, molecular genotyping, and other anatomic and molecular pathology testing to healthcare providers, pharmaceutical companies, biotechnology companies, researchers, and other third parties. The company also offers Insights, a license library of linked clinical, molecular, and imaging de-identified data, as well as a suite of analytical services to analytic and cloud-and-compute tools to pharmaceutical and biotechnology companies; and Trials that provides clinical trial matching services to pharmaceutical companies. In addition, it operates Next; Algos, a suite of algorithmic tests in oncology; Hub, a desktop and mobile platform for ordering, managing, and receiving tests and patient results; and Lens, a platform for researchers and scientists to find, access, and analyze Tempus data. The company has a collaboration with united therapeutics to study use of AI to detect patients at risk for pulmonary hypertension. The company was formerly known as Tempus Labs, Inc. and changed its name to Tempus AI, Inc in January 2023. Tempus AI, Inc was incorporated in 2015 and is headquartered in Chicago, Illinois.

Guardant Health, Inc., a precision oncology company, provides blood and tissue tests, data sets, and analytics in the United States and internationally. The company provides Guardant360; Guardant360 LDT; Guardant360 CDx Test; Guardant360 Response Test; Guardant360 TissueNext Test; GuardantINFINITY Test; GuardantConnect, an integrated software-based solution designed for clinical and biopharmaceutical customers to connect patients tested with assays with actionable alterations with potentially relevant clinical studies; GuardantOMNI Test for advanced stage cancer; and GuardantINFORM, an in-silico research platform for tumor evolution and treatment resistance across various biomarker-driven cancers. It offers Shield Test; Guardant Reveal Test for adjuvant treatment selection in early-stage cancer patients; Smart Liquid Biopsy Platform; and Guardant Galaxy, an AI-backed digital pathology platform that helps improve cancer biomarker detection. In addition, the company offers development services, including companion diagnostic development and regulatory approval, clinical study setup, monitoring and maintenance, testing development and support, technologies licensing, and kits fulfillment. The company has a collaboration agreement with Illumina, Inc. for the sharing of specimen samples to advance cancer research. The company was incorporated in 2011 and is headquartered in Palo Alto, California.

Precigen, Inc. operates as a discovery and clinical-stage biopharmaceutical company that develops gene and cell therapies using precision technology to target diseases in therapeutic areas of immuno-oncology, autoimmune disorders, and infectious diseases. It operates through two segments, Biopharmaceuticals and Exemplar. The company offers therapeutic platforms consisting of UltraCAR-T to provide chimeric antigen receptor T cell therapies for cancer patients; AdenoVerse immunotherapy, which utilizes a library of proprietary adenovectors for gene delivery of therapeutic effectors, immunomodulators, and vaccine antigen; and ActoBiotics for specific disease modification. It also develops programs based on the UltraCAR-T platform, including PRGN-3005 in Phase 1b clinical trial to treat advanced ovarian, fallopian tube, or primary peritoneal cancer; PRGN-3006 in Phase 1b trial for patients with relapsed or refractory acute myeloid leukemia and high-risk myelodysplastic syndromes; and PRGN-3007 in Phase 1/1b trial for the treatment of advanced receptor tyrosine kinase-like orphan receptor 1-positive, hematologic, and solid tumors. In addition, the company is developing programs based on the AdenoVerse immunotherapy platform comprising PRGN-2009 in Phase 2 trial for patients with HPV-associated cancer; and PRGN-2012 in Phase ½ trial to treat recurrent respiratory papillomatosis, as well as AG019, which is based on the ActoBiotics platform and in Phase 1b/2a trial, to treat type 1 diabetes mellitus. Further, it provides UltraPorator, a proprietary electroporation device; and develops research models and services for healthcare research applications. The company was formerly known as Intrexon Corporation and changed its name to Precigen, Inc. in February 2020. Precigen, Inc. was founded in 1998 and is headquartered in Germantown, Maryland.

iCAD, Inc. engages in the provision of cancer detection and therapy solutions in the United States. It operates through two segments, Detection and Therapy. The company provides ProFound AI for digital breast tomosynthesis and 2D mammography; PowerLook, a density assessment solution; and ProFound Risk, a breast cancer risk analysis. The company was formerly known as Howtek, Inc. and changed its name to iCAD, Inc. in June 2002. iCAD, Inc. was incorporated in 1984 and is headquartered in Nashua, New Hampshire.

Achilles Therapeutics plc, a biopharmaceutical company, develops precision T cell therapies to treat solid tumors. Its platform identifies mutations formed early in the development of cancer. The company offers PELEUS, a proprietary AI-powered bioinformatics platform, used to identify clonal neoantigens in a patient. It also develops CHIRON, which is in Phase I/IIa clinical trial for use in the treatment of advanced non-small cell lung cancer; and THETIS, a product candidate in Phase I/IIa clinical trial for use in the treatment of metastatic or recurrent melanoma. The company was formerly known as Achilles TX Limited and changed its name to Achilles Therapeutics Plc in February 2021. Achilles Therapeutics Plc was founded in 2016 and is headquartered in London, the United Kingdom.

Renovaro Inc., a pre-clinical stage biotechnology company, engages in the development of pharmaceutical and biological products for the treatment of cancer and HIV in the United States and the Netherlands. It operates through two segments, RENB and RENC. The company is developing a genetically modified allogeneic dendritic cell therapeutic vaccines, including RENB-DC11 to treat solid tumors primarily for pancreatic tumors; and RENB-DC20 for the treatment of breast cancer. It also develops an artificial intelligence platform technology for early cancer detection and its recurrence that uses a multi-omics approach to search for individual biomarkers that are present even in asymptomatic patients. The company was formerly known as Renovaro Biosciences Inc. and changed its name to Renovaro Inc. in February 2024. Renovaro Inc. is headquartered in Los Angeles, California.

Acrivon Therapeutics, Inc., a clinical stage biopharmaceutical company, engages in developing oncology medicines for the patients whose tumors are predicted to be sensitive to each specific medicine by utilizing its proteomics-based patient responder identification platform. The company's Acrivon Predictive Precision Proteomics, a precision medicine platform enables the creation of drug specific proprietary OncoSignature companion diagnostics that are used to identify the patients to benefit from its drug candidates. Its lead clinical candidate is ACR-368, a selective small molecule inhibitor targeting CHK1 and CHK2, which is in Phase II clinical trial across various tumor types, including platinum-resistant ovarian, endometrial, and bladder cancer. The company is also developing its preclinical stage pipeline programs targeting critical nodes in the DNA damage response, or DDR, pathways; and ACR-2316, a dual WEE1/PKMYT1 inhibitor. Acrivon Therapeutics, Inc. was incorporated in 2018 and is based in Watertown, Massachusetts.

Lantern Pharma Inc., a clinical stage biotechnology company, focuses on artificial intelligence, machine learning, and genomic data to streamline the drug development process. Its product pipeline comprises LP-300, which is in phase 2 clinical trial in combination therapy for never-smokers with non-small cell lung cancer adenocarcinoma; LP-184, which is in phase 1 clinical trial for the treatment of solid tumor, such as pancreatic, breast, bladder, and lung cancers, and glioblastoma and other central nervous system cancers; and LP-284, which is in phase 1 clinical trial for the treatment of non-Hodgkin's lymphomas, including mantle cell lymphoma and double hit lymphoma. The company develops STAR-001, which is in preclinical development for the treatment of glioblastoma, brain metastases, atypical teratoid rhabdoid tumors, and pediatric rare disease designation. In addition, it provides ADC program, an antibody drug conjugate therapeutic approach for cancer treatment. Further, the company's artificial intelligence platform RADR uses big data analytics and machine learning for combining molecular data. Lantern Pharma Inc. has a strategic AI-driven collaboration with Oregon Therapeutics to optimize the development of its first-in-class protein disulfide isomerase inhibitor drug candidate XCE853 in novel and targeted cancer indications. The company was incorporated in 2013 and is headquartered in Dallas, Texas.