Logica
AI-powered drug discovery platform for therapeutic development
Company profile
Engineering 'aha' moments in scientific discovery through AI-enabled drug discovery
Company profile
Valo Health is redefining drug discovery by integrating AI-enabled human causal biology with closed-loop chemistry to accelerate therapeutic development. The company harnesses artificial intelligence and machine learning to find patterns in large-scale human data, identify novel disease targets, and rapidly engineer novel small molecules. At the heart of Valo's approach is deep integration across disciplines including biology, chemistry, and engineering, creating an interconnected R&D engine designed to turn patient insights into new medicines. Valo's Human Causal Biology platform uses AI/ML, advanced causal inference techniques, and statistical genetics to uncover causal relationships in large-scale human data, identify targets for therapeutic intervention, and validate them in human tissue. Their Closed-Loop Chemistry capabilities allow them to explore vast chemical spaces and identify novel, diverse lead compounds quickly, with models rapidly refined after each round of experiments. The company operates through a dual approach: advancing its own pipeline of assets while partnering with pharmaceutical companies to accelerate pre-clinical R&D. Valo collaborates with aligned incentives, advancing early-stage R&D to spark innovation while partners lead clinical development. The company retains royalties and uses success-based economics to foster shared risk and reward collaborations. Valo serves pharmaceutical companies, research institutions, and aims to deliver transformative therapies to patients through a networked model of innovation.
Company description Valo Health official website
Mission. Our mission is to transform drug discovery through AI-enabled human causal biology and predictive chemistry.
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01 · Operating footprint
Company-profile context for clinical focus, customers, deployment, integration, milestones, and partnerships.
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Company milestones
Expanded collaboration with Novo Nordisk in January 2025 to develop up to twenty drug programs in obesity, type 2 diabetes, and cardiovascular disease. Announced collaboration with Merck KGaA in November 2025 for Parkinson's disease. Awarded grant from Michael J. Fox Foundation in September 2025. Announced topline results from Phase 2 SPECTRA Study in December 2024. Brian M. Alexander joined as CEO in November 2024.
Partnerships
02 · Flagship portfolio
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AI-powered drug discovery platform for therapeutic development
Investigational therapy for diabetic retinopathy
AI-enabled human causal biology and closed-loop chemistry for drug discovery
03 · Research intelligence
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Research
Diabetologia · Sep 28, 2026
Insulin Resistance in the 21st Century: New Takes on an Old Problem-2025 Diabetes, Diabetes Care, and Diabetologia Expert Forum.Diabetes care · Sep 28, 2026
Insulin Resistance in the 21st Century: New Takes on an Old Problem-2025 Diabetes, Diabetes Care, and Diabetologia Expert Forum.Diabetes · Sep 28, 2026
A rRNA hybridization-based approach for rapid and accurate identification of diverse fungal pathogens.medRxiv : the preprint server for health sciences · Aug 4, 2026
Work Productivity Burden Among Patients With Obstructive Sleep Apnea and Obesity Versus Controls Without Obstructive Sleep Apnea or Obesity.Journal of occupational and environmental medicine · May 1, 2026
Treatment for Brain Metastases With Stereotactic Radiation vs Hippocampal-Avoidance Whole Brain Radiation: A Randomized Clinical Trial.JAMA · Apr 7, 2026
Clinical validation
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Regulatory
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04 · Company-reported outcomes
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Collaboration to discover and develop novel treatments for Parkinson's Disease and related disorders, leveraging Valo's internal platform insights in neurodegenerative disease
Collaboration with Targets to Therapies Initiative to expand the number of promising druggable biological targets in Parkinson's disease, focused on advancing understanding of NOD2
Awarded grant to advance Parkinson's Disease research
Partnership to discover potential novel, selective inhibitors for autoimmune disease
Partnership aimed at developing novel small molecule for Lupus using Logica AI-powered drug discovery platform
Identified a potential therapeutic for Lupus
Collaboration to discover and develop novel treatments for cardiometabolic diseases including obesity, type 2 diabetes, and cardiovascular disease using human data and artificial intelligence
Expanded collaboration from initial 2023 agreement to develop up to twenty drug programs in early 2025
Collaborative study in human cardiac tissues to predict clinical efficacy of cardiac contractility modulation devices to treat heart failure
Demonstrated potential to predict clinical efficacy of cardiac contractility modulation devices
Partnership to discover novel drugs for neurological disease
05 · Leadership
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06 · Company updates
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07 · HAIC coverage
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08 · Official presence
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09 · Market pathway
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Market context
Companies using AI, machine learning, or computational biology to discover new drug candidates, identify drug targets, predict drug efficacy, or accelerate pharmaceutical development. Includes both small molecule and biologics development, precision oncology drug discovery, and AI-driven target identification and molecule design.
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