Use Cases

Transform groundbreaking research into real-world impact. See how leading organisations are using Elman to accelerate their R&D and research commercialisation journey.
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Research Commercialisation
From lab discovery to market breakthrough in record time. Elman helps research organisations identify applications, optimise development paths, and create data-driven commercialisation strategies.
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How can Elman help
Speed to Impact
  • Reduce analysis time from weeks to days
  • Identify promising applications and market opportunities faster
  • Generate optimised experimental plans automatically
De-Risk Development
  • Conduct thorough patent searches and freedom to operate analyses
  • Get instant techno-economic analysis backed by real-time data
  • Make informed decisions with clear technical and market tradeoffs
Scale Your Expertise
  • Access cross-disciplinary scientific insights
  • Customise workflows to match your organisation's expertise and style
How it was used
Cell & Gene Therapy
A top gene therapy R&D firm in Canada needed a data-driven approach for ideation and decision-making, seeking insights beyond public data.

We developed custom tools in Elman to compare methods, pinpoint drug targets, and automate market analysis into actionable plans. Elman boosted R&D efficiency by assessing multiple ideas weekly and streamlined decision-making with innovative processes from leading scientists.
How it works
01
Choose proven workflows for target discovery, FTO analysis, or market assessment
02
Set your parameters across scientific, technical and market criteria
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Get insights in hours not weeks – from patent searches to fully ranked technical approaches
04
Transform findings into optimised experiments and development plans
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02
End-to-end invention
Transform how your team innovates by making the expertise of top scientists and engineers infinitely scalable. Elman's multi-agent platform helps you systematically generate, evaluate, and optimise novel scientific solutions.
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How can Elman help
Systematic invention
  • Generate diverse solution pathways automatically.
  • Combine proven components in novel ways to address requirements.
Accelerated Evaluation
  • Compare approaches using advanced ranking system.
  • Integrate proprietary knowledge with scientific heuristics.
  • Identify optimal de-risking strategies across multiple parameters.
Data-Driven Development
  • Run rapid in-silico simulations to catch issues early.
  • Continuously refine approaches based on new experimental results.
How it works
01
Break down your RnD goals into measurable targets using state-of-the-art benchmarks
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Use combinatorial reasoning to find novel solutions that meet your criteria
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Evaluate approaches with multi-parameter analysis across technical and market factors
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Transform insights into experiments and strategies that evolve with new data
How it was used
End-to-end Invention at Deep Science Ventures
Elman has demonstrated significant improvements in DSV's accuracy, productivity, and creativity.

Our research shows it accelerates research tasks, reducing state-of-the-art analysis time from weeks to days and saving thousands of hours of identifying and derisking venturable scientific approaches.

In a key success with a top 3 pharma company, Elman identified an overlooked component for mRNA conditionality—now integral to their drug development pipeline—showcasing its ability to drive impactful research outcomes.
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Get started today

Basic
£30/month
200 credits* (~5-20 large reports)
Extra credits 15-20p each
Common workflows included
Self guide on-boarding
No payment info needed to trial
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Small team
£150/month
All of basic plus:
1100 credits (20-100 large reports)
20% discount on extra credits
Shared workspace with SSO
Custom workflows**
Priority email support
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Enterprise
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All of Small team plus:
Capacity for thousands of reports
40% discount on extra credits
Manage team members
Reasoning customisation
Batch workflows
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*1 credit = 1000 words of Elman generated report = £0.15
**Our expert team can create custom workflows for you while fine-tuning the system based on your organisation’s data, preferences and heuristics. Contact us here or at elman@deepscienceventures.com to find out more

Better science,
better future.

2024 Deep Science Ventures
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