Discovery on Target 2026 has ended. This guide stays up as the record of who was there. Next: Discovery on Target 2027, Oct 18–21, 2027 in Boston

Software and AI companies at Discovery on Target 2026

Sep 28 – Oct 1, 2026 Boston, MA ~1.1k attendees Website

37 software and AI companies are at Discovery on Target 2026 — 13 presentations on the program and 11 with a booth in the exhibit hall. Most represented: Atombeat (2 on the program), Inductive Bio (1 on the program), BenchSci (1 on the program). 13 of them have their own page in this guide. As of Oct 8, 2026.

All 510 organizations at Discovery on Target 2026 →

Topic
Top represented
Showing 1–18 of 37 organizations
OrganizationDiscovery on Target 2026 Attendance
◆Corporate Sponsor
Software & AICorporate Sponsor
DP Technology's computational drug discovery brand: free energy perturbation software, AI agents, patent intelligence and CADD services.
Talk
Tue Sep 29
12:05pm–12:35pm
Physics Meets Agentic AI: Integrating FEP and Patent Intelligence
Innovative Discovery Technologies
◆Corporate Sponsor
Software & AICorporate Sponsor
AI company offering machine-learning ADMET prediction models, chemistry software and high-throughput ADME assays to medicinal chemistry teams.
Booth
Exhibiting at Booth 428
Tue, Sep 293:50pm–7:00pmWed, Sep 3011:05am–4:50pmThu, Oct 111:05am–2:15pm
Talk
Mon Sep 28
11:15am–11:30am
From Models to Decisions: A Framework for Integrating AI Throughout Design Cycles to Guide Small Molecule Drug Discovery Programs
Symposium: Generative AI/Machine Learning-Driven Drug Design
Panel
Mon Sep 28
5:00pm–6:00pm
Where and How Can Open Source AI/ML Learning Impact Drug Development?
Symposium: Generative AI/Machine Learning-Driven Drug Design · with PsiThera, Ginkgo Bioworks, Eli Lilly +3 more
BenchSci
Toronto, Canada
◆Corporate Sponsor
Software & AICorporate Sponsor
AI platform that helps pharmaceutical R&D teams plan experiments from published and internal biological evidence.
Booth
Exhibiting at Booth 213
Tue, Sep 293:50pm–7:00pmWed, Sep 3011:05am–4:50pmThu, Oct 111:05am–2:15pm
Talk
Tue Sep 29
3:20pm–3:35pm
Redesigning the Factory Floor of Research
Innovative Discovery Technologies
◆Corporate Sponsor
Software & AICorporate Sponsor
Makes CDD Vault, a hosted platform for managing chemical and biological research data, with built-in modelling tools.
Booth
Exhibiting at Booth 210
Tue, Sep 293:50pm–7:00pmWed, Sep 3011:05am–4:50pmThu, Oct 111:05am–2:15pm
Talk
Tue Sep 29
3:35pm–3:50pm
Zero-Click QSAR and Deep Learning Models Embedded in Chemically Aware Workflows
Innovative Discovery Technologies
XtalPi
Shenzhen, China
◆Corporate Sponsor
Software & AICorporate Sponsor
Uses AI models, physics-based computation and robotic chemistry labs to run drug discovery projects for pharma and biotech partners.
Talk
Wed Sep 30
3:35pm–4:05pm
Software & AI
Amazon's cloud computing business, offering compute, data and generative AI services.
Panel
Thu Oct 1
9:35am–11:05am
Bridging AI/ML Tools and Real-World Drug Discovery
Innovative Discovery Technologies · with University of Liverpool, Insilico Medicine, NVIDIA +3 more
Bioscope AI
Carmel, IN
Panel
Wed Sep 30
7:30am–8:15am
Advances in AI/ML-Guided Drug Discovery—What’s Working
Innovative Discovery Technologies · with Model Medicines
BullFrog AI
Gaithersburg, MD
Software & AI
Applies explainable AI and machine learning to biological and clinical data to guide drug development decisions for biopharma partners.
Panel
Thu Oct 1
9:35am–11:05am
Bridging AI/ML Tools and Real-World Drug Discovery
Innovative Discovery Technologies · with University of Liverpool, Amazon Web Services, Insilico Medicine +3 more
EpiVax
Providence, RI
Software & AI
Immunoinformatics company offering in silico immunogenicity prediction tools and laboratory assays for vaccine and biologic design.
Chair
Wed Sep 30
2:00pm–2:05pm
Chairperson's Remarks
Innovative Discovery Technologies
Software & AI
AI platform company building patient-centred models of human biology for drug development.
Panel
Wed Sep 30
7:30am–8:15am
Bedside to Bench—Driving Research That Has Real Patient Impact
Plenary · with IPQ Analytics
Emerging drug targets
NVIDIA
Santa Clara, California
Software & AI
Makes GPUs and AI software, including BioNeMo models and tools for drug discovery.
Panel
Thu Oct 1
9:35am–11:05am
Bridging AI/ML Tools and Real-World Drug Discovery
Innovative Discovery Technologies · with University of Liverpool, Amazon Web Services, Insilico Medicine +3 more
SandboxAQ
Palo Alto, CA
Software & AI
Company combining AI with physics-based simulation, offering large quantitative models for molecular design in drug discovery.
Panel
Thu Oct 1
9:35am–11:05am
Bridging AI/ML Tools and Real-World Drug Discovery
Innovative Discovery Technologies · with University of Liverpool, Amazon Web Services, Insilico Medicine +3 more
Alipheron
Basel, Switzerland
◆Corporate Sponsor
Software & AICorporate Sponsor
Computational tools that search trillion-scale make-on-demand compound libraries for new scaffolds resembling known actives.
Booth
Exhibiting at Booth 509
Tue, Sep 293:50pm–7:00pmWed, Sep 3011:05am–4:50pmThu, Oct 111:05am–2:15pm
CAS
Columbus, OH
◆Corporate Sponsor
Software & AICorporate Sponsor
Division of the American Chemical Society providing chemistry databases and research tools such as SciFinder and the CAS Registry.
Booth
Exhibiting at Booth 409
Tue, Sep 293:50pm–7:00pmWed, Sep 3011:05am–4:50pmThu, Oct 111:05am–2:15pm
Certara
Radnor, PA
Software & AI
Biosimulation company selling modelling, simulation and discovery informatics software, plus regulatory and model-based consulting.
Booth
Exhibiting at Booth 516
Tue, Sep 293:50pm–7:00pmWed, Sep 3011:05am–4:50pmThu, Oct 111:05am–2:15pm
◆Corporate Sponsor
Software & AICorporate Sponsor
AI-powered search engine that finds and summarises findings from peer-reviewed research papers.
Booth
Exhibiting at Booth 427
Tue, Sep 293:50pm–7:00pmWed, Sep 3011:05am–4:50pmThu, Oct 111:05am–2:15pm
◆Corporate Sponsor
Software & AICorporate Sponsor
AI-optimized serverless high-performance computing platform on AWS for running scientific simulations and computational pipelines.
Booth
Exhibiting at Booth 513
Tue, Sep 293:50pm–7:00pmWed, Sep 3011:05am–4:50pmThu, Oct 111:05am–2:15pm
◆Corporate Sponsor
Software & AICorporate Sponsor
AI drug discovery software, including a research agent and tools for structure prediction and molecular dynamics.
Booth
Exhibiting at Booth 508
Tue, Sep 293:50pm–7:00pmWed, Sep 3011:05am–4:50pmThu, Oct 111:05am–2:15pm

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