Signals | Artificial Intelligence (AI)

Trusted by Scientists, Enhanced by AI

Since the introduction of ChemDraw in 1985, Revvity Signals has been empowering researchers with impactful technologies for scientific discovery. Today, we’re bringing the transformative power of artificial intelligence (AI) to R&D.

Discover how we’re enhancing our software with AI – helping scientists gain new efficiencies, unlock insights, and accelerate innovation.

Leveraging the power of AI within secure, reliable solutions that power scientific progress.

Drug Discovery

Clinical Analytics

Material Science

Food Science

AI-Enhanced Workflows for Scientific Discovery

Our solutions integrate generative AI and advanced natural language processing, to streamline user workflows and improve user experience. AI-enhanced workflows empower scientists to focus on innovation rather than routine tasks by automating repetitive processes and providing intelligent insights.

We’ve integrated the following artificial intelligence capabilities into our solutions:

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Semantic Search

Using large language models to understand intent and context to handle both simple and complex scientific queries, enabling searches in any language for enhanced accessibility and precision. User experience is improved by contextual understanding and seamless integration with traditional search. Data is protected as the generative AI tool is embedded within the Signals environment. See semantic search in action.

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Summarization Assistant

AI automation generates rapid, efficient summaries – from SOPs to scientific literature – with contextual insights. Scientific literature and experimental data can be easily trawled, assimilated and shared. All securely within the Revvity Signals environment, saving time and boosting productivity.

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AI Copilots and Agents

Empower scientists throughout their R&D workflows with real-time assistance in analyzing data, identifying trends, enhancing writing quality, and seamlessly accessing relevant knowledge. The copilots and agents offer intelligent suggestions, build visualizations, and expedite research and communication, helping teams move from insight to action more efficiently. These tools are available to respond in real-time, all the time, providing on-demand assistance as its needed, all within the secure Revvity Signals environment.

Specialized Science-Based AI models for Advanced Research Tools

We are on a journey to enhance our software with science-based third-party AI models specifically tailored to accelerate scientific research, addressing both current and future challenges. The models allow scientists to self-serve and democratize access, bridging the gap between scientists and AI experts.

Chemical Reaction Recommendations

Scientists can leverage artificial intelligence for instant recommendations on optimal conditions for chemical reactions – suitable catalysts, solvents, and other key reaction parameters – to streamline the synthesis process. Integrated directly into Signals One workflows, AI can be applied to user-drawn chemical reactions, providing confidence scores on recommendations into reaction schemes. See Chemical Reaction Recommendations in action. Watch Video.

Antibody Developability Dashboard

Integrated AI-powered research tools assess antibody sequences, generate 3D structural models and predictions, use liability scoring to assess surface exposure and binding site risks, and compare multiple antibodies using interactive visualizations. AI-enabled insights help researchers evaluate, compare, and scoring candidates using adjustable developability metrics, enabling scientists to confidently focus on the most promising designs. See Antibody Developability Dashboard in action. Watch Video

PhenoLogic.AI for High-Content Imaging

Phenologic.AI accelerates image-based discovery by applying neural networks and deep learning to high-content screening workflows. Optimized for fluorescence and brightfield imaging, it enables scientists to automatically classify complex phenotypes, detect subtle morphological changes, and uncover patterns often missed by traditional analysis. This AI-powered solution improves both the speed and accuracy of phenotypic analysis—reducing manual effort and delivering deeper biological insights. All analysis happens securely within the Revvity Signals environment, with no need to transfer data outside your existing workflows. Watch Video

AI-Ready R&D Data

AI is only as effective as the data it works with and Revvity Signals solutions ensure your research data is unified and modeled to be fully AI-ready, allowing it to be easily interrogated, analyzed, and evaluated by artificial intelligence tools.

Reliable, well-contextualized data allows for smooth querying, accelerated workflows, enhanced insights, and advancements in science. To unlock the full power of AI, data should be organized, tagged with metadata and FAIR.

Our AI-enabled research solution structures and centralizes datasets, optimizing for AI-driven analyses. The speed and intelligence of artificial intelligence unlocks the full potential of data, bringing greater value to your scientific research.

Becoming AI-ready can be challenging and many teams face barriers like siloed data, unclear roadmaps, or limited expertise. Get ahead with a step-by-step guide designed to help your organization adopt AI with clarity and confidence.

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AI Drives Continuous Improvement at Revvity Signals

We leverage artificial intelligence and advanced analytics across our organization to elevate our offerings, strengthen business processes, and drive customer success. We enhance AI in scientific discovery through:

Smarter Customer Support – Our AI-driven customer support empowers users with efficient self-service tools, enabling them to quickly find answers and resolve issues independently. This enhances customer satisfaction, reduces wait times, and provides a more seamless support experience.
Enhanced Data Security – Our security operations utilize AI-powered heuristic learning algorithms to detect and flag anomalies instantly, ensuring your data remains secure and protected at all times.
Streamlined Sales Support – AI optimizes our sales processes by enhancing RFP/RFI management, enabling accurate and timely responses to customer requests, ultimately improving communication and accelerating engagement

Leverage AI to Unleash Your Science

Harness AI for Breakthroughs in Pharma and Biotech

Artificial Intelligence is accelerating innovation and enhancing scientific workflows. Learn best practices for data management and scientific use cases for AI in pharma and biotech, including a methodology for capturing data that allows for flexibility.

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Powerful Adverse Events Data Solutions for Clinical Trials Success

Artificial Intelligence is accelerating innovation and enhancing scientific workflows. Learn best practices for data management and scientific use cases for AI in pharma and biotech, including a methodology for capturing data that allows for flexibility.

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AI Accelerates R&D in Materials Science

Are you a researcher that needs to free up more bench time in the lab? AI-powered software expedites discovery of innovative solutions, enhances data management, and allows you to reach more breakthroughs.

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Powering the Food Industry with AI

Explore how AI can solve critical food industry challenges. Learn how it optimizes supply chains, accelerates R&D for healthier foods, and supports sustainable practices to feed the world.

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Cloud Security and a Multilayered Approach to Protecting Customer Data

Revvity Signals is committed to data security and compliance. Learn about the steps we’ve taken to protect our network and ensure your data complies with regulatory and industry requirements.

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Related Events & Webinars

AI is an ever evolving picture bringing opportunities and question in equal measure. Do you have specific questions about AI-powered scientific software? See our frequently asked questions below:

How can I get my research data AI-ready?

For data to be truly useful to artificial intelligence, machine learning, and large language models, it must be organized in annotated, harmonized, and structured in centralized datasets. This preparation, enabled in Revvity Signals’ software solutions adhering to the FAIR principles, allows data to be interrogated, analyzed, and evaluated by AI tools for faster insights and better decision-making. Read our Guide to AI Adoption.

How is generative AI being used in drug discovery, clinical trials, and new materials research?

Using AI for automation enhances software usability, accelerating research; for example, generative AI can summarize documents much faster than humans, distilling or comparing facts from several peer reviewed articles in minutes. It can discover previously performed experiments and results, reducing repetitive lab work. AI copilots and agents empower scientists throughout their workflows. Semantic search, likewise, speeds research with accumulating knowledge of query intent and context to provide the most scientifically relevant response. Revvity Signals enables AI copilots and agents and other advanced analytics in our software solutions.

How is Revvity Signals enabling science-based AI?

Working with third-party partners, we’re developing AI integrations for our Signals solutions to meet the demand of our customers. Currently, we offer specialized models for scientific tasks like chemical reaction recommendations, antibody developability dashboards to assess antibody sequences for liability and developability, image segmentation, and molecule synthesis. Look forward to a library of science-specific AI tools – integrated with Signals solutions – to support and empower research.

How does AI enhance data analysis in scientific research?

AI automates data processing, detects hidden patterns, and enables predictive modeling. Artificial intelligence can do this through allowing researchers to extract meaningful insights from vast amounts of scientific data quickly and more efficiently.

How does Revvity Signals secure its AI integrations?

Because AI enhancements are integrated into the single-sign-on Revvity Signals environment, all data is accessed within the same protected environment. You’re not toggling or porting data between solutions. Learn about our Defense in Depth strategy for security.

Resources

Revvity Signals is leveraging AI to empower scientist's. Learn more about how Scientists are gaining new efficiencies, unlocking insights and accelerating innovation with the transformative power of AI.

Executive Summary

Leading with Intelligence - Our AI Vision

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