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Premium Pass
  1. Registration
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  2. Workshop 3
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  3. Workshop 4
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  4. Workshop 1
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  5. Workshop 2
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  6. Workshop 5
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  7. Workshop 6
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  8. Workshop 7
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  9. Workshop 8
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  10. Lunch & 1-1 meetings
  11. Welcome & Chair's Opening Remarks
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  12. C-suite Panel: AI Strategy, Leadership and Transformation in Pharma
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  13. Google Cloud Session
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  14. Foundation Models: Opportunities, Challenges, and What’s Next
    Discover More (opens in a new tab)
  15. Bullfrog Session
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  16. Afternoon Break
  17. Vultr Session
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  18. Innovation Showcase & Reverse Pitches
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  19. Networking drinks
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Clinical development
    Registration
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    Exec Panel: From AI Pilots to Scaled Impact in Clinical Trials
    Discover More (opens in a new tab)
    Validation, Transparency Audit - What Regulators Now Expect from AI
    Discover More (opens in a new tab)
    Networking break
    Where AI Meets Self-Advocacy
    Discover More (opens in a new tab)
    Diverse Enrolment
    Discover More (opens in a new tab)
    Lunch
    Early Phase AI Impact
    Discover More (opens in a new tab)
    From Data to Decision: Building AI-Enabled Infrastructure for Clinical Trial Execution
    Discover More (opens in a new tab)
    Networking break
    Self-Evolving AI Agents for Clinical Trial Planning
    Discover More (opens in a new tab)
    Scaling agentic AI systems across R&D use cases
    Discover More (opens in a new tab)
    Drinks Reception
    Invite only dinners
Data
    Registration
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    Executive panel: Data considerations in the AI era
    Discover More (opens in a new tab)
    Semantics and improving the FAIR status of both systems and data
    Discover More (opens in a new tab)
    Networking break
    Building AI-ready data platforms
    Discover More (opens in a new tab)
    New ways to do Agentic Data Science
    Discover More (opens in a new tab)
    Lunch
    Streamlining data flows across organizations
    Discover More (opens in a new tab)
    Data organization and classification
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    Networking break
    Federated Learning to Build Models in Proprietary Data without Data Sharing
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    Metadata standards and Semantic Consistency
    Discover More (opens in a new tab)
    Drinks Reception
    Invite only dinners
Discovery Biology
    Registration
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    Operationalizing AI in Discovery Biology: From Target Hypothesis to Translational Decision-Making
    Discover More (opens in a new tab)
    Scaling Scientific Capacity: Giving Every Researcher a Team AI scientists
    Discover More (opens in a new tab)
    AI for Mechanism-Driven Precision Medicine: Connecting Target Biology to Patient Context
    Discover More (opens in a new tab)
    Networking break
    AI-Guided Functional Genomics: From CRISPR Screens to Causal Target Commitment
    Discover More (opens in a new tab)
    From Sequence to Function: Foundation Models as the New Engine of Target Discovery
    Discover More (opens in a new tab)
    Lunch
    Mapping Disease Biology with Single-Cell and Spatial AI
    Discover More (opens in a new tab)
    AI-Enabled High-Content Biology: Extracting Mechanism from Imaging and Multi-Omics
    Discover More (opens in a new tab)
    Networking break
    Agentic AI for Experimental Design: Closed-Loop Biology in Target Validation
    Discover More (opens in a new tab)
    Generative AI for Target Hypothesis Design: Moving Beyond Pattern Recognition
    Discover More (opens in a new tab)
    Drinks Reception
    Invite only dinners
Discovery Chemistry
    Registration
    Discover More (opens in a new tab)
    Scaling AI for Drug Design and Optimization
    Discover More (opens in a new tab)
    AI-Native Molecular Design: Generative Models, Agents and Closed-Loop Chemistry
    Discover More (opens in a new tab)
    Networking break
    AI-Powered Hit Discovery: Virtual Screening at Ultra-Large Scale
    Discover More (opens in a new tab)
    Structure-Guided Hit Expansion: From Binding Mode to Lead Series
    Discover More (opens in a new tab)
    Lunch
    AI-Accelerated Lead Optimization: Physics-Informed Multi-Parameter Molecular Design at Scale
    Discover More (opens in a new tab)
    AI for Retrosynthesis and Reaction Prediction
    Discover More (opens in a new tab)
    Networking break
    Closed-Loop DMTA: Automation in Molecular Optimization
    Discover More (opens in a new tab)
    Decision-Grade ADME and Property Prediction
    Discover More (opens in a new tab)
    Drinks Reception
    Invite only dinners
HPC & AI infrastructure
    Registration
    Discover More (opens in a new tab)
    Executive panel: Building AI-Ready R&D Infrastructure: From Pilot Environments to Enterprise Scientific Compute
    Discuss how biopharma organizations are moving beyond fragmented AI pilots to build shared, enterprise-grade compute environments for discovery and development. Compare the strategic choices between c …
    Discover More (opens in a new tab)
    Lambda Labs How Lambda is powering open source model training to unlock drug discovery breakthroughs
    Discover More (opens in a new tab)
    Hybrid Cloud for Scientific AI: Designing the Right Balance Between On-Prem, Cloud and Colocation
    Discover More (opens in a new tab)
    Networking break
    Scaling GPU Infrastructure for Drug Discovery: From Model Training to Scientific Compute
    Discover More (opens in a new tab)
    From Infrastructure to Enablement: Designing Scientific Platforms for Speed, Scale and Reproducibility
    Discover More (opens in a new tab)
    Lunch
    Scientific Foundation Models at Scale: What Infrastructure Changes When Models Become Core R&D Assets?
    Discover More (opens in a new tab)
    From Pilot to Production: Guardrails, Failure Modes and Error Propagation in Agentic AI Workflows
    Discover More (opens in a new tab)
    Networking break
    HPC for Molecular Simulation and Structure-Based Discovery: From Docking Queues to Physics-Rich Decision Support
    Discover More (opens in a new tab)
    Buying, Building or Partnering: The New Sourcing Model for Scientific Compute
    Discover More (opens in a new tab)
    Drinks Reception
    Invite only dinners
TechOps
    Registration
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    Executive Panel: Unlocking data for improved manufacturing outcomes
    Discover More (opens in a new tab)
    From Data to Decisions - Enabling AI-Driven Manufacturing Through Process Monitoring Data Maturity
    Discover More (opens in a new tab)
    Networking break
    Cross functional lessons to improve AI deployment in process development and manufacturing
    Discover More (opens in a new tab)
    Connecting process development and manufacturing improving tech transfer
    Discover More (opens in a new tab)
    Lunch
    Applying AI, PAT and Real-Time Analytics in process development and manufacturing
    Discover More (opens in a new tab)
    Scalability and Quality Impact in AI in process development
    Discover More (opens in a new tab)
    Networking break
    Sandboxes, stewards and the governance gap
    Discover More (opens in a new tab)
    Linking critical attributes to process performance insights
    Discover More (opens in a new tab)
    Drinks Reception
    Invite only dinners
Clinical development
    Registration
    Discover More (opens in a new tab)
    Building the AI Ready Data Layer
    Discover More (opens in a new tab)
    Embedding AI into Regulated Workflows
    Discover More (opens in a new tab)
    Networking Break
    Vendor Strategy
    Discover More (opens in a new tab)
    Post-Approval Reality | Keeping AI Compliant, Current and Inspection Ready
    Discover More (opens in a new tab)
    Lunch
    The ROI Question
    Discover More (opens in a new tab)
    Human Accountability in an AI World
    Discover More (opens in a new tab)
    Networking Break
    Round tables
    Discover More (opens in a new tab)
Data
    Registration
    Discover More (opens in a new tab)
    Data stewardship & accountability
    Discover More (opens in a new tab)
    Auditability, provenance and traceability
    Discover More (opens in a new tab)
    Networking Break
    Data Lifecycle management
    Discover More (opens in a new tab)
    Privacy, consent and data control
    Discover More (opens in a new tab)
    Lunch
    Data standardization for reuse and collaboration
    Discover More (opens in a new tab)
    Legacy systems and modern data management
    Discover More (opens in a new tab)
    Networking Break
    Round tables
    Discover More (opens in a new tab)
Discovery Biology
    Registration
    Discover More (opens in a new tab)
    Assessing AI ROI in Clinically Anchored Target Identification and Validation
    Discover More (opens in a new tab)
    Thinking in 10,000 Dimensions: Hyperdimensional Computing as the Bio-Native Layer of Drug Discovery
    Discover More (opens in a new tab)
    From DeepFold to Deep Function: AI for Protein Interactions, Structure and Druggability Assessment
    Discover More (opens in a new tab)
    Networking Break
    Multimodal Biomarker Discovery: AI for Early Disease Detection and Patient Stratification
    Discover More (opens in a new tab)
    Organoids, Virtual Cells and New Approach Methods: Promise, Pitfalls and Predictive Validity
    Discover More (opens in a new tab)
    Lunch
    AI for Targeted Biologics: Structure, Epitope Mapping and Functional Modulation
    Discover More (opens in a new tab)
    Beyond the Hypothesis: How Systematic Data Exploration is Delivering Validated Oncology Targets
    Discover More (opens in a new tab)
    Networking Break
    Round tables
    Discover More (opens in a new tab)
Discovery Chemistry
    Registration
    Discover More (opens in a new tab)
    Measuring Real Impact: Is AI Improving Chemistry Success Rates?
    Discover More (opens in a new tab)
    AI for Targeted Protein Degradation: PROTAC and Molecular Glue Design
    Discover More (opens in a new tab)
    Networking Break
    Early Safety Prediction: Off-Target and Toxicity Modeling
    Discover More (opens in a new tab)
    AI for Biologic and Large Molecule Engineering
    Discover More (opens in a new tab)
    Lunch
    AI-Enabled Drug Repurposing and Indication Expansion
    Discover More (opens in a new tab)
    Chemical Foundation Models and LLMs: From Molecular Generation to Reaction Intelligence
    Discover More (opens in a new tab)
    Networking Break
    Round tables
    Discover More (opens in a new tab)
HPC & AI infrastructure
    Registration
    Discover More (opens in a new tab)
    What Comes After Discovery? Extending Scientific Compute Strategy Across Development and Operations
    Discover More (opens in a new tab)
    Real-Time Scientific Compute in the Lab: Building Infrastructure for Closed-Loop R&D
    Discover More (opens in a new tab)
    Networking Break
    Data Infrastructure for Scientific AI: Moving, Storing and Serving Data at Scale
    Discover More (opens in a new tab)
    Supporting Multimodal R&D at Scale: Infrastructure for Imaging, Omics and Scientific Compute
    Discover More (opens in a new tab)
    Lunch
    Scaling AI in Regulated Environments: Infrastructure, Governance and Deployment Realities
    Discover More (opens in a new tab)
    Process Development and Manufacturing: Where HPC and AI Can Deliver Real Operational Value
    Discover More (opens in a new tab)
    Networking Break
    Round tables
    Discover More (opens in a new tab)
TechOps
    Registration
    Discover More (opens in a new tab)
    Decision enhancement to improve time to market
    Discover More (opens in a new tab)
    AI roadmap for process development
    Discover More (opens in a new tab)
    Networking Break
    Scaling AI solutions in GMP environments while maintaining compliance and control
    Discover More (opens in a new tab)
    Improving supply reliability and planning through better forecasting and process insight
    Discover More (opens in a new tab)
    Lunch
    Maximizing value of digital infrastructure to support process optimization at scale
    Discover More (opens in a new tab)
    Juding ROI from AI in manufacturing challenges
    Discover More (opens in a new tab)
    Networking Break
    Round tables
    Discover More (opens in a new tab)
Premium Pass
  1. Registration
    Discover More (opens in a new tab)
  2. Workshop 3
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  3. Workshop 4
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  4. Workshop 1
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  5. Workshop 2
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  6. Workshop 5
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  7. Workshop 6
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  8. Workshop 7
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  9. Workshop 8
    Discover More (opens in a new tab)
  10. Lunch & 1-1 meetings
  11. Welcome & Chair's Opening Remarks
    Discover More (opens in a new tab)
  12. C-suite Panel: AI Strategy, Leadership and Transformation in Pharma
    Discover More (opens in a new tab)
  13. Google Cloud Session
    Discover More (opens in a new tab)
  14. Foundation Models: Opportunities, Challenges, and What’s Next
    Discover More (opens in a new tab)
  15. Bullfrog Session
    Discover More (opens in a new tab)
  16. Afternoon Break
  17. Vultr Session
    Discover More (opens in a new tab)
  18. Innovation Showcase & Reverse Pitches
    Discover More (opens in a new tab)
  19. Networking drinks
    Discover More (opens in a new tab)
Clinical development
    Registration
    Discover More (opens in a new tab)
    Exec Panel: From AI Pilots to Scaled Impact in Clinical Trials
    Discover More (opens in a new tab)
    Validation, Transparency Audit - What Regulators Now Expect from AI
    Discover More (opens in a new tab)
    Networking break
    Where AI Meets Self-Advocacy
    Discover More (opens in a new tab)
    Diverse Enrolment
    Discover More (opens in a new tab)
    Lunch
    Early Phase AI Impact
    Discover More (opens in a new tab)
    From Data to Decision: Building AI-Enabled Infrastructure for Clinical Trial Execution
    Discover More (opens in a new tab)
    Networking break
    Self-Evolving AI Agents for Clinical Trial Planning
    Discover More (opens in a new tab)
    Scaling agentic AI systems across R&D use cases
    Discover More (opens in a new tab)
    Drinks Reception
    Invite only dinners
Data
    Registration
    Discover More (opens in a new tab)
    Executive panel: Data considerations in the AI era
    Discover More (opens in a new tab)
    Semantics and improving the FAIR status of both systems and data
    Discover More (opens in a new tab)
    Networking break
    Building AI-ready data platforms
    Discover More (opens in a new tab)
    New ways to do Agentic Data Science
    Discover More (opens in a new tab)
    Lunch
    Streamlining data flows across organizations
    Discover More (opens in a new tab)
    Data organization and classification
    Discover More (opens in a new tab)
    Networking break
    Federated Learning to Build Models in Proprietary Data without Data Sharing
    Discover More (opens in a new tab)
    Metadata standards and Semantic Consistency
    Discover More (opens in a new tab)
    Drinks Reception
    Invite only dinners
Discovery Biology
    Registration
    Discover More (opens in a new tab)
    Operationalizing AI in Discovery Biology: From Target Hypothesis to Translational Decision-Making
    Discover More (opens in a new tab)
    Scaling Scientific Capacity: Giving Every Researcher a Team AI scientists
    Discover More (opens in a new tab)
    AI for Mechanism-Driven Precision Medicine: Connecting Target Biology to Patient Context
    Discover More (opens in a new tab)
    Networking break
    AI-Guided Functional Genomics: From CRISPR Screens to Causal Target Commitment
    Discover More (opens in a new tab)
    From Sequence to Function: Foundation Models as the New Engine of Target Discovery
    Discover More (opens in a new tab)
    Lunch
    Mapping Disease Biology with Single-Cell and Spatial AI
    Discover More (opens in a new tab)
    AI-Enabled High-Content Biology: Extracting Mechanism from Imaging and Multi-Omics
    Discover More (opens in a new tab)
    Networking break
    Agentic AI for Experimental Design: Closed-Loop Biology in Target Validation
    Discover More (opens in a new tab)
    Generative AI for Target Hypothesis Design: Moving Beyond Pattern Recognition
    Discover More (opens in a new tab)
    Drinks Reception
    Invite only dinners
Discovery Chemistry
    Registration
    Discover More (opens in a new tab)
    Scaling AI for Drug Design and Optimization
    Discover More (opens in a new tab)
    AI-Native Molecular Design: Generative Models, Agents and Closed-Loop Chemistry
    Discover More (opens in a new tab)
    Networking break
    AI-Powered Hit Discovery: Virtual Screening at Ultra-Large Scale
    Discover More (opens in a new tab)
    Structure-Guided Hit Expansion: From Binding Mode to Lead Series
    Discover More (opens in a new tab)
    Lunch
    AI-Accelerated Lead Optimization: Physics-Informed Multi-Parameter Molecular Design at Scale
    Discover More (opens in a new tab)
    AI for Retrosynthesis and Reaction Prediction
    Discover More (opens in a new tab)
    Networking break
    Closed-Loop DMTA: Automation in Molecular Optimization
    Discover More (opens in a new tab)
    Decision-Grade ADME and Property Prediction
    Discover More (opens in a new tab)
    Drinks Reception
    Invite only dinners
HPC & AI infrastructure
    Registration
    Discover More (opens in a new tab)
    Executive panel: Building AI-Ready R&D Infrastructure: From Pilot Environments to Enterprise Scientific Compute
    Discuss how biopharma organizations are moving beyond fragmented AI pilots to build shared, enterprise-grade compute environments for discovery and development. Compare the strategic choices between c …
    Discover More (opens in a new tab)
    Lambda Labs How Lambda is powering open source model training to unlock drug discovery breakthroughs
    Discover More (opens in a new tab)
    Hybrid Cloud for Scientific AI: Designing the Right Balance Between On-Prem, Cloud and Colocation
    Discover More (opens in a new tab)
    Networking break
    Scaling GPU Infrastructure for Drug Discovery: From Model Training to Scientific Compute
    Discover More (opens in a new tab)
    From Infrastructure to Enablement: Designing Scientific Platforms for Speed, Scale and Reproducibility
    Discover More (opens in a new tab)
    Lunch
    Scientific Foundation Models at Scale: What Infrastructure Changes When Models Become Core R&D Assets?
    Discover More (opens in a new tab)
    From Pilot to Production: Guardrails, Failure Modes and Error Propagation in Agentic AI Workflows
    Discover More (opens in a new tab)
    Networking break
    HPC for Molecular Simulation and Structure-Based Discovery: From Docking Queues to Physics-Rich Decision Support
    Discover More (opens in a new tab)
    Buying, Building or Partnering: The New Sourcing Model for Scientific Compute
    Discover More (opens in a new tab)
    Drinks Reception
    Invite only dinners
TechOps
    Registration
    Discover More (opens in a new tab)
    Executive Panel: Unlocking data for improved manufacturing outcomes
    Discover More (opens in a new tab)
    From Data to Decisions - Enabling AI-Driven Manufacturing Through Process Monitoring Data Maturity
    Discover More (opens in a new tab)
    Networking break
    Cross functional lessons to improve AI deployment in process development and manufacturing
    Discover More (opens in a new tab)
    Connecting process development and manufacturing improving tech transfer
    Discover More (opens in a new tab)
    Lunch
    Applying AI, PAT and Real-Time Analytics in process development and manufacturing
    Discover More (opens in a new tab)
    Scalability and Quality Impact in AI in process development
    Discover More (opens in a new tab)
    Networking break
    Sandboxes, stewards and the governance gap
    Discover More (opens in a new tab)
    Linking critical attributes to process performance insights
    Discover More (opens in a new tab)
    Drinks Reception
    Invite only dinners
Clinical development
    Registration
    Discover More (opens in a new tab)
    Building the AI Ready Data Layer
    Discover More (opens in a new tab)
    Embedding AI into Regulated Workflows
    Discover More (opens in a new tab)
    Networking Break
    Vendor Strategy
    Discover More (opens in a new tab)
    Post-Approval Reality | Keeping AI Compliant, Current and Inspection Ready
    Discover More (opens in a new tab)
    Lunch
    The ROI Question
    Discover More (opens in a new tab)
    Human Accountability in an AI World
    Discover More (opens in a new tab)
    Networking Break
    Round tables
    Discover More (opens in a new tab)
Data
    Registration
    Discover More (opens in a new tab)
    Data stewardship & accountability
    Discover More (opens in a new tab)
    Auditability, provenance and traceability
    Discover More (opens in a new tab)
    Networking Break
    Data Lifecycle management
    Discover More (opens in a new tab)
    Privacy, consent and data control
    Discover More (opens in a new tab)
    Lunch
    Data standardization for reuse and collaboration
    Discover More (opens in a new tab)
    Legacy systems and modern data management
    Discover More (opens in a new tab)
    Networking Break
    Round tables
    Discover More (opens in a new tab)
Discovery Biology
    Registration
    Discover More (opens in a new tab)
    Assessing AI ROI in Clinically Anchored Target Identification and Validation
    Discover More (opens in a new tab)
    Thinking in 10,000 Dimensions: Hyperdimensional Computing as the Bio-Native Layer of Drug Discovery
    Discover More (opens in a new tab)
    From DeepFold to Deep Function: AI for Protein Interactions, Structure and Druggability Assessment
    Discover More (opens in a new tab)
    Networking Break
    Multimodal Biomarker Discovery: AI for Early Disease Detection and Patient Stratification
    Discover More (opens in a new tab)
    Organoids, Virtual Cells and New Approach Methods: Promise, Pitfalls and Predictive Validity
    Discover More (opens in a new tab)
    Lunch
    AI for Targeted Biologics: Structure, Epitope Mapping and Functional Modulation
    Discover More (opens in a new tab)
    Beyond the Hypothesis: How Systematic Data Exploration is Delivering Validated Oncology Targets
    Discover More (opens in a new tab)
    Networking Break
    Round tables
    Discover More (opens in a new tab)
Discovery Chemistry
    Registration
    Discover More (opens in a new tab)
    Measuring Real Impact: Is AI Improving Chemistry Success Rates?
    Discover More (opens in a new tab)
    AI for Targeted Protein Degradation: PROTAC and Molecular Glue Design
    Discover More (opens in a new tab)
    Networking Break
    Early Safety Prediction: Off-Target and Toxicity Modeling
    Discover More (opens in a new tab)
    AI for Biologic and Large Molecule Engineering
    Discover More (opens in a new tab)
    Lunch
    AI-Enabled Drug Repurposing and Indication Expansion
    Discover More (opens in a new tab)
    Chemical Foundation Models and LLMs: From Molecular Generation to Reaction Intelligence
    Discover More (opens in a new tab)
    Networking Break
    Round tables
    Discover More (opens in a new tab)
HPC & AI infrastructure
    Registration
    Discover More (opens in a new tab)
    What Comes After Discovery? Extending Scientific Compute Strategy Across Development and Operations
    Discover More (opens in a new tab)
    Real-Time Scientific Compute in the Lab: Building Infrastructure for Closed-Loop R&D
    Discover More (opens in a new tab)
    Networking Break
    Data Infrastructure for Scientific AI: Moving, Storing and Serving Data at Scale
    Discover More (opens in a new tab)
    Supporting Multimodal R&D at Scale: Infrastructure for Imaging, Omics and Scientific Compute
    Discover More (opens in a new tab)
    Lunch
    Scaling AI in Regulated Environments: Infrastructure, Governance and Deployment Realities
    Discover More (opens in a new tab)
    Process Development and Manufacturing: Where HPC and AI Can Deliver Real Operational Value
    Discover More (opens in a new tab)
    Networking Break
    Round tables
    Discover More (opens in a new tab)
TechOps
    Registration
    Discover More (opens in a new tab)
    Decision enhancement to improve time to market
    Discover More (opens in a new tab)
    AI roadmap for process development
    Discover More (opens in a new tab)
    Networking Break
    Scaling AI solutions in GMP environments while maintaining compliance and control
    Discover More (opens in a new tab)
    Improving supply reliability and planning through better forecasting and process insight
    Discover More (opens in a new tab)
    Lunch
    Maximizing value of digital infrastructure to support process optimization at scale
    Discover More (opens in a new tab)
    Juding ROI from AI in manufacturing challenges
    Discover More (opens in a new tab)
    Networking Break
    Round tables
    Discover More (opens in a new tab)