AI for scientific work

Expert scientific
work.
Delivered with AI.

Causaly combines AI agents with your scientific methods, evidence standards and review criteria to produce work that scientists can inspect, challenge and use.

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Supporting scientific teams across life sciences.

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Start with the assignment

Scientific work, ready to run.

Start with established scientific workflows, developed with customers and supported by Causaly’s in-house scientists. Use the methods already built into the platform, or work with us to adapt the evidence, criteria and deliverable to your organization.

▤   Start with an established workflowScientific methods and expertise are already built into Causaly.
☷   Adapt it to your organizationConfigure the criteria, or codify a specialized workflow with our scientists.
DISCOVERY & TRANSLATIONAL RESEARCH

Start with a codified target assessment.

Causaly brings together human genetics, mechanism, safety and competitive evidence in an established assessment. Apply the existing method, or adapt the evidence hierarchy and prioritization criteria to your team.

Human geneticsMechanismSafetyTranslation
THE WORK PRODUCT
Target evidence dossier
TARGET ASSESSMENT
Target evidence dossier
Conceptual example
Four scientific workloads

The execution behind every assignment.

Analyze data, interpret the science, work through a whole list and create the finished deliverable. One assignment can combine all four.

01

Scientific interpretation and reasoning

Explain a signal in its biological context. Test competing explanations and make assumptions, contradictory evidence and uncertainty explicit.

Scientific interpretation and reasoning: patient observations, biological reasoning network, and ranked hypotheses.
A scientific explanation your experts can challenge.Agentic Research  ↗    Bio Graph  ↗
02

Data analysis

Check the inputs, apply the method and compute the result. Keep the code, parameters and numerical outputs available for review.

Data analysis scatter plot showing the data, method, result, significant points, and synthetic example label.
A numerical result you can inspect and rerun.Discuss your analysis  ↗
03

Batch and list operations

Apply an operation across an entire list. Track each item, retain progress and distinguish completed searches, no matches and failures.

200 drug recordsFind trials · Extract endpoints
200 / 200 accounted for
172 completed20 no matches8 need attention
DRUG–199Search failedRetained for retry
Every input has a result or an explicit status.Scientific Workflows  ↗
04

Professional work products

Turn scientific findings into a polished report or presentation, preserving meaning, figures and the evidence behind each claim.

SCIENTIFIC ASSESSMENTEvidence & rationale
Sources connected to the scientific position
PROGRAM REVIEWScientific position.
Program review.
Evidence · Risk · Next steps
PDF   WORD   POWERPOINT
Scientific meaning. Professional presentation.See a work-product demo  ↗
The science behind the work

Scientific AI built for the complexity of biology.

Causaly connects scientific data, knowledge graphs and AI agents so your team can explore biology, assess hypotheses and apply its methods through repeatable workflows. Follow the evidence and reasoning behind the work, with outputs ready for expert review.

01 / COORDINATE

Agentic orchestration

Coordinate scientific agents to apply your methods, check the evidence and deliver work for expert review.

Learn more  ↗
02 / CONNECT

Knowledge graphs

Connect biological relationships with research programs and development activity to assess evidence in context. Compare targets, modalities and development stages to identify crowded areas and assess differentiation before committing resources.

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03 / RETRIEVE

Scientific retrieval

Find relevant evidence through semantic and graph-based retrieval, with source passages that scientists can inspect.

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04 / CONNECT DATA

Data fabric

Bring literature, scientific data and internal knowledge together as a foundation for scientific work.

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An open scientific ecosystem

Build with Causaly.

Build on Causaly’s literature, scientific data, knowledge graphs and scientific harness. Access scientific capabilities through MCP, A2A and APIs, extend established workflows, or codify your own with our scientific team.

A scientific foundation you can extendOpen interfaces · Connected workflows

Causaly

Already built into the platform
▤ Literature & scientific data⌘ Knowledge graphs↗ Scientific harness☷ Codified scientific workflows
Retrieval · Reasoning · Orchestration
MCPA2AAPIs
BUILD YOUR OWN

Your agents & applications

Invoke Causaly’s scientific capabilities from your architecture.

CODIFY WITH US

Your scientific workflows

Extend existing methods or encode a specialized process with our scientists.

CONNECT YOUR ECOSYSTEM

Microsoft & specialist tools

Microsoft 365 Copilot ↗

Combine Causaly with the platforms and computational tools your teams use.

▤   Scientists can also work directly in Causaly’s interface.

Start with the scientific work
your team needs completed.

Explore an established workflow, adapt it to your standards, or build a new scientific process with Causaly.

Request a demo ↗