Industries / Life Sciences
Life Sciences
Scientists publish the method once and the bench calls it.
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The Example
Scientists build it and the bench runs it.
At a pharma a few dozen computational biologists and quality engineers own the pipelines. Hundreds of bench scientists, medical writers and safety scientists run them.
BUILDERS
Computational biologist
Builds the discovery pipelines, arbitrates the models and publishes the method the bench calls.
Clinical scientist
Owns the protocol drafting method and the prior evidence it draws on.
Quality and validation engineer
Records the validation level at each step and keeps the regulatory pipelines under Part 11 controls.
Medical writing lead
Builds the section drafting pipelines that check every number against the locked tables.
FRONT LINE
Bench scientist
Asks a discovery question in chat and gets a ranked list with dossiers.
Medical writer
Gets a section draft with every number traced to the table it came from.
Safety scientist
Gets a suggested seriousness classification and makes the call.
Medical science liaison
Gets a cited answer from approved content only.
Clinical operations staff
Gets a cited sweep of what changed in the literature this week.
Case Study
ACADEMIC RESEARCH · COMPUTATIONAL BIOLOGY
AI applied intelligently at speed is no longer optional in life sciences. Working with the Salt team and platform, my UCLA lab is creating new computational pipelines that can evolve with the rapidly changing AI tools.
Dr. Dino Di Carlo
Chair, Bioengineering Department
Use Cases
Governed workflows across the life sciences stack
Target identification
Ranked targets with evidence dossiers.
Boltz-2 ligand screening
Compound input to ranked candidates and report in one pipeline.
ADC payload molecular simulation
Payload and linker candidates ranked from a solvated simulation.
ADC targeting and drug resistance
Cell lines mapped as sensitive, intermediate or resistant.
Self-serve omics analysis
DEG to pathways with interactive figures.
Literature surveillance
Cited sweeps of journals, PDFs and newswires.
Protocol drafting
Sections drafted against prior evidence.
Safety case pre-classification
Case seriousness suggested, scientist decides.
CSR section drafting
Efficacy narrative from locked tables, every number checked.
Medical information responses
Cited answers from approved content only.
Use cases on this page are assembled from modular pipelines that already exist.
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HIPAA compliant
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GxP ready
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21 CFR Part 11
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VPC / On-Prem
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SOC 2 Type II
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Full audit trails
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