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Signals One™

Science is getting more complex. Simplify it with Signals One™.

Make your innovations a reality with the first unified, cloud-native SaaS R&D solution that streamlines scientific complexity and promotes collaboration

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Coming in Signals One:

Simply handle common visualization and analytics use cases, including in vitro curve fitting, in vivo data visualization, and group-comparison
Enhance user experience and ensure IP protection with integrated Generative AI and LLM
Create and use ontologically aware assay repositories that follow F.A.I.R. data principles

An introduction to Signals One

Signals One is an end-to-end R&D workflow solution providing data capture & collaboration, data processing, and data-driven analytics.

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AI Success Relies on Effective Data Management

Signals One sets the stage for AI success by putting your data in context with AI-ready data management.

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Accelerate Drug Discovery with Signals One

Experience the power of fast, flexible Drug Discovery software with Signals One to accelerate the development of new therapeutic modalities.

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Introducing Signals One-Bio-IT World '25

Delivering research workflow depth and foster unified breadth of collaboration to accelerate innovation. This video illustrates a Design-Make-Test-Decide antibody-drug conjugate workflow and highlights three new capabilities coming soon.

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Signals Connect

Join us for this ongoing Signals Connect community series and learn how you can go beyond and get more out of your data using Signals One. Gain critical insights to accelerate your R&D discoveries.

Unlock innovation with Signals One

AI-enhanced Signals One empowers researchers by providing a cloud-native, unified software platform that spans the entire Design-Make-Test-Decide R&D lifecycle. Collaborate seamlessly across R&D disciplines, adapt to real-time experimental planning and laboratory bench work, and make informed decisions based on comprehensive data analysis to accelerate innovation in bringing products to market.

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Increase the success rate for your drug discovery

AI-enhanced Signals One gives more scientific quality time to medicinal and synthetic chemists, improving their chances of successfully bringing new therapeutics to market. The only chemistry software solution powered by ChemDraw and Spotfire, Signals One delivers research depth for medicinal chemistry and new drug modalities while fostering unified breadth of collaboration in multidisciplinary workflow.

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Promoting collaboration between multidisciplinary teams

AI-enhanced Signals One gives biologists complete control of their workflows across every assay technique, modality, and data type to empower better interaction between multidisciplinary project teams. Whatever the nature of your drug discovery program, Signals One can help you bring your scientific breakthroughs to patients faster.

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One Solution for Design-Make-Test-Decide

AI-enhanced Signals One offers top-tier analysis and data visualization throughout the Design-Make-Test-Decide R&D lifecycle. It fosters rapid innovation in the discovery, development, and optimization of biological and chemical modalities, accelerating their journey to market.

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Unifying Data and AI to Transform Drug Discovery

The wide deployment of AI is unlocking new efficiencies in research, but its effectiveness depends on workflows and data quality. Signals One enhances research with AI assistance, ontology plug-ins, and automated visualizations, helping researchers reach conclusions faster and advance the best candidates toward clinical development.

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Signals One has given Cogent Biosciences the kind of data analytics capabilities that were once the sole domain of big pharma companies with deep pockets and extensive IT departments.

Jennifer Fulton | Cogent Biosciences, Medicinal Chemist (Quote from Make, Test, Decide Nature article)

Small Molecule Solutions

Small Molecule Drug Discovery
Capabilities	Description	Benefits
Compound Synthesis	Streamlines the process of designing, planning and documenting chemical reactions. Synthesis Workflows Automated Stoichiometric calculations Search prior knowledge Parallel Experiment Management Support for patent applications	Integrated chemical intelligence provided by natively integrated ChemDraw® simplifies the designing and documentation process and enhances the overall quality of data management and collaboration enabling researchers to work more efficiently and effectively in their research. HELM capabilities empower new drug modality research of biopolymeric structures
Compound Analysis	Researchers can efficiently make test requests, evaluate and interpret experimental data related to chemical compounds.	Make assay and test requests in-platform Visualize data using standardized workflows powered by Spotfire® Facilitate collaboration between departments, e.g., medicinal chemist and assay scientist Standardized Statistical Analysis providing cluster analysis and unsupervised machine learning
Compound Registration	Enables researchers to efficiently input, manage, and analyze chemical compound data through. Structured Data Entry Centralized management Rapid search and retrieval	Materials Management & Registration - Keep track of compounds with continuous barcode inventory and registration support Material Request - Create sharable material libraries to support your workflows Search Inventory for Materials - Search for similar, exact, substructures; know when to order/reorder Access Material Safety Data Sheets - Incorporate and access safety info into your protocols
Hit Identification	Empowers researchers to efficiently discover and evaluate potential drug candidates through: High-throughput Screening (HTS) and Virtual Screening Assay development Automated analyses	Reduces the time and effort needed to find the one drug candidate within many. Automatic round trip of experimental results from Data Processing capability into Signals® Notebook Graphics driven by Spotfire® enable meaningful visualization of data Workflow templates are set up once, used multiple times
in vitro analysis	Developing assays to measure cell activity, processing assay data, visualizing assay results, and analyzing assays using High Content Screening (HCS) and Surface Plasmon Resonance (SPR)	In-platform integration throughout the workflow Flexibility to adapt to new assays, instruments, and technology without custom-coding Ability to create workflows that process data quickly, facilitating faster decision-making Native integration with Spotfire® for advanced analytics and visualization
Lead Optimization	Self-service analytics and visualization tools to refine promising drug candidates to enhance drug efficacy, safety, and pharmacokinetics properties. Data-drive analysis Standardized workflows In-platform collaboration	Facilitates the selection of the most promising compounds for further refinement and development. The only Structure Activity Relationship (SAR) software application with native ChemDraw® integration Dedicated, specialized visualizations for advanced structure-activity relationships, e.g., R-group decomposition, matched-pair analysis, activity cliff, etc.
Efficacy and Toxicology Studies	Evaluate biological effects and potential toxicities in animal models through comprehensive data analysis and streamlined reporting workflows	Predict treatment outcomes and identify potential adverse events at the preclinical stage, thereby reducing risks and enabling the optimization of the drug candidate’s therapeutic profile before clinical trials
Pharmacokinetics and Pharmacodynamics	Analyze and model PK/PD profiles to assess how a drug behaves in biological systems	Gain critical insights empowered by Spotfire® into drug safety, ADME and optimal dosing, helping to optimize clinical trial designs and maximize the likelihood of success in late-stage development.
Biomarker Discovery	Identification and validation of biomarkers to measure effects of drug candidates	Advanced analytics and visualization empowered by Spotfire® helps reduce the number of variables in complex datasets making data easier to interpret Helps users quickly identify patterns and relationships among variables.

Large Molecule Solutions

Biologics Discovery
Capabilities	Description	Benefits
Biologics Registration	Create biological modality libraries easily to track and connect relevant datasets Integration with Signals® Notebook to search and synchronize experimental records and materials Linking biologic registration data (e.g., antibody sequences, cell lines) with assay results for better traceability	Centralizes all drug modality material assets, improving data accessibility and reducing duplication, thereby enhancing efficiency in research workflows
Assays	Build, define and manage biological assay workflows Creating and standardizing protocols for cell-based or biochemical assays Automating data entry and reporting for high-throughput screening (HTS) workflows	Streamlines assay processes, enhances reproducibility, and reduces time-to-data for decision-making, leading to more efficient experimental outcomes
Results Analysis	Access to key datasets quickly within experimental, project, and program contexts Automated aggregation of sequence intelligent datasets to identify targets of interest Visualization tools like heatmaps and clustering for trend identification in screening campaigns Machine learning models to predict assay outcomes and flag anomalous data points	Accelerates identification of key patterns and trends, enabling faster hypothesis validation and data-driven decisions, ultimately advancing research objectives
Hit Identification	Empowers researchers to efficiently discover and evaluate potential drug candidates through: High-throughput Screening (HTS) and Virtual Screening Assay development Automated analyses	Reduces the time and resources needed for early-stage drug discovery while improving the quality of lead candidates, thereby increasing the likelihood of successful outcomes Integrating drug screening data from various sources for centralized evaluation Interactive dashboards to compare hits across multiple assay conditions
in vitro analysis	Developing assays to measure cell activity, processing assay data, visualizing assay results, and analyzing assays using High Content Screening (HCS) and Surface Plasmon Resonance (SPR)	In-platform integration throughout the workflow Flexibility to adapt to new assays, instruments, and technology without custom-coding Ability to create workflows that process data quickly, facilitating faster decision-making Native integration with Spotfire® for advanced analytics and visualization
Lead Optimization	Optimize lead compounds by integrating multi-parameter datasets, predictive modeling, and workflow automation to refine drug candidates Enabling BioSAR (Sequence-Activity Relationship) analysis to prioritize hit candidates	Facilitates the selection of the most promising biologics for further development.
Pharmacokinetics and Pharmacodynamics	Analyze and model PK/PD profiles to assess how a drug behaves in biological systems, enabling dosing strategies	Mitigate late-stage failures by predicting human responses early in the development pipeline, saving time and resources
Efficacy and Toxicology Studies	Evaluate biological effects and potential toxicities in animal models through comprehensive data analysis and streamlined reporting workflows	Predict treatment outcomes and identify potential adverse events at the preclinical stage, thereby reducing risks and enabling the optimization of the drug candidate’s therapeutic profile before clinical trials

Product Formulation Solutions

Formulation Development
Capabilities	Description	Benefits
R&D Workflow Management	Centralized and structured data capturing and organization help teams plan, track, and optimize R&D activities throughout the entire R&D lifecycle.	Ensures structured workflows, version control, and transparency, ultimately accelerating innovation and improving project outcomes.
Ingredient Information Management	Comprehensive, configurable, and searchable material information library: Centralized Ingredient Database Supplier Data Integration Search & Reporting Tools	Reduces errors by centralizing and standardizing ingredient data across teams and systems to facilitate product development.
Inventory and Sample Management	Access to key datasets quickly within experimental, project, and process contexts Safety Data Management Supplier Data Integration Risk & Hazard Assessment	Optimizes chemical and biological inventory control, tracks samples accurately, reduces waste, and enhances safety and operational efficiency.
Formulation Information Organization	Empowers researchers to efficiently discover and evaluate formulation candidates through: Approval Workflows: Formulation submission, review, and approval Formulation Templates & Guidelines	Faster Time-to-Market: Early Regulatory and safety risk identification Improved Data Accuracy: Ensures consistency and reduces errors
Advanced Data Analytics and Visualization	Interactive, Real-time, customizable Dashboards Data Integration from multiple sources Self-Service Analytics Advanced Charting Options Collaboration Tools	Faster Decision-Making Improved Accuracy Better Forecasting Enhanced Visibility Increased Efficiency Cross-Functional Alignment Scalability Transforms raw data into strategic insights
Predictive Modeling and Formulation Optimization	Leverage machine learning, and statistical analysis to enhance formulations, predict outcomes, balance objectives, and ensure regulatory compliance and performance efficiency. Multi-Objective Optimization Constraint Management Iterative Learning: Continuously improves model accuracy by incorporating new data and test results. Scenario Analysis & Simulation: Tests different ingredient scenarios to forecast outcomes before actual testing.	Streamline product development, enhance performance, and reduce costs. Here are the key benefits: Faster Product Development & Enhanced Performance: Cost Efficiency: Helps identify cost-effective ingredient alternatives, minimizing waste and maximizing resources through intelligent, data-driven decisions. Risk Reduction: Reduces trial-and-error, enhances formulation accuracy, and ensures compliance, improving product success rates and minimizing costly failures.
Safety and Regulatory Risk Assessment	Risk Identification & Evaluation Automated Risk Assessment Documentation & Audit Management: Organizes regulatory documentation, facilitates audits, and ensures proper record-keeping for compliance. Reporting & Dashboard Tools Collaboration Features	Reduces Risk Exposure: Identifies potential regulatory risks early, allowing companies to proactively address and mitigate them before they become costly issues. Improves Efficiency: Automates manual processes for risk evaluation, documentation management, and reporting, saving time and resources. Enhances Decision-Making Streamlines Audits
R&D Project Management	Project Planning & Scheduling Collaboration Tools Task & Milestone Tracking Reporting & Analytics Compliance Tracking Integration with Other Systems	Enables efficient project planning, scheduling, resource allocation, collaboration, risk management, compliance tracking, and real-time reporting, streamlining research workflows and ensuring timely, budget-compliant project delivery.

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Related Events & Webinars

Resources

Signals One is ideally suited to handle research use cases involving earlier stage in-vitro assays, later stage in-vitro assays, cell line optimization, biologics process optimization, in vitro DMPK assays, animal pharmacokinetic studies, stage animal efficacy and safety studies.

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Frequently Asked Questions (FAQs)

In what ways does the Signals One support the development of new drug modalities?

Signals One is designed to handle the complexities associated with developing new drug modalities, such as protein degraders, RNA therapeutics, antibody-drug conjugates (ADCs), next-generation peptides, and gene therapies. It facilitates laboratory workflows, allowing the capture and analysis of diverse data types required for these advanced therapeutics. By providing tools for assay development, hit identification, and lead optimization, Signals One accelerates the drug discovery process for these novel therapeutics.

How does Signals One ensure data security and regulatory compliance?

Signals One implements 24/7 global security monitoring, alerting, and escalation by the Revvity Signals Software Security Operations Center. It supports both multi-tenant and private-cloud deployments and meets standard IT requirements for automatic updates and cloud security controls. The platform also ensures data is findable, accessible, interoperable, and reproducible (FAIR), aiding in data integrity and regulatory compliance.

What benefits does the Signals One offer to scientists?

Benefits include:

Streamlined collaboration and data sharing across R&D disciplines.
Accelerates innovation.
Simplified screening and optimization processes.
Reduced new product development timelines.
Better decision-making with easier data sharing.

What makes the Signals One unique compared to other solutions?

Unlike siloed point solutions, Signals One offers a fully integrated platform that encapsulates trusted products, avoiding the complexities and inefficiencies of a piecemeal, application-centric ecosystem. It is the first solution released under the new Revvity Signals Software brand, emphasizing seamless scientific collaboration and data sharing.

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Signals One™

Science is getting more complex. Simplify it with Signals One™.

Coming in Signals One:

An introduction to Signals One

AI Success Relies on Effective Data Management

Accelerate Drug Discovery with Signals One