Orchestrate collaborative,
automated R&D that compounds
across every boundary.
One substrate for your teams, CRO partners, and agents — with the governance, automation, and integrations to run distributed R&D as one. Here's how it's built.
Shared Environment
One connected workspace for internal teams and CRO partners, with shared visibility into every activity.
Integrated Results & Status
Computational Workflows
Data Governance
01 · Collaboration
One workspace for internal teams and CRO partners alike.
More of your work runs outside your walls than ever. Kaleidoscope gives you the missing infrastructure for running distributed science.
Leverage AI agents to accelerate every DMTA loop.
Built for the new era of agentic workflows, Kaleidoscope frees your scientists from rote work and empowers them to evaluate and steer the engine.
Precision access control for every team, program, and external partner.
Kaleidoscope gives you a deeply configurable access model that defines exactly who can see, create, and edit every resource in your workspace — built to enable complex collaborations with strict data-security requirements.
02 · Context
Everything you need to decide next steps.
Kaleidoscope brings together activity status, result data, internal and external collaborators, and agent activity onto one surface — an operating system for making operational decisions across your portfolio.
A data model built for AI-driven science.
Results that capture experimental parameters, metadata, activity history, and entity lineage — so your results drive both candidate selection and model refinement.
Control your IP and collaborate with safeguards.
Confidently manage data and workflows within programs and across your portfolio.
03 · Automation
Reduce routine work by codifying QC logic and assay progression criteria.
Kaleidoscope's rules engine lets you streamline reviewing results. Automated progression rules can advance clearly passing compounds and flag others for review.
Built for agents and programmatic automation from the ground up.
A first-class API and SDKs mean your engineers can automate anything Kaleidoscope does.
Automation with human oversight built in.
Navigate an evolving frontier of automation safely. With Kaleidoscope you can create deterministic rules and work with agents under human oversight.
Deploy it your way.
Integrates with the stack you already have.
Built for the most regulated work in the industry.
