Alternatives to Differential Bio
Compare Differential Bio alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Differential Bio in 2026. Compare features, ratings, user reviews, pricing, and more from Differential Bio competitors and alternatives in order to make an informed decision for your business.
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SciSure
SciSure
SciSure helps scientific organizations replace fragmented, disconnected systems with a single governed platform for managing lab operations, so teams spend less time reconciling data across tools and more time on research. By combining Electronic Lab Notebook (ELN), Laboratory Information Management System (LIMS), and Health & Safety (EHS) capabilities in one system, SciSure improves reproducibility, strengthens visibility into day-to-day lab activity, and helps organizations reduce risk as they scale. Researchers document experiments, protocols, and results in a structured, searchable digital format with customizable templates and version control, replacing paper notebooks and scattered files. Samples are tracked from intake through processing, storage, and disposal, maintaining full lineage and chain-of-custody records alongside chemical and general lab inventory management and workflow automation. Health & Safety functionality is built into the same platform, covering chemical inventory alongside Safety Data Sheets (SDS), regulatory compliance workflows, and audit readiness, so labs don't need a separate system to stay compliant and audit-ready. Labs can also extend the platform through an optional marketplace of add-ons, so they can bring in additional capability, like AI-powered support, automated data analysis, protocol generation, toxicity prediction, and image analysis, only where it adds value, without disrupting the rest of their workflow or committing to features they don't need. SciSure also connects directly to lab instruments, external databases, and third-party tools, so data moves between systems without manual re-entry. SciSure supports both cloud and dedicated hosting, giving organizations control over the deployment model that fits their infrastructure, security, and compliance requirements. It's built to serve academic institutions, biopharma and biotech companies, and start-ups alike, with role-based support for scientists, lab operations staff, safety and compliance teams, leadership, and IT professionals, so the platform works the way each type of user actually needs it to. -
2
Sennos
Sennos
Sennos offers an AI-driven fermentation sensing, analytics, and optimization platform that combines precision in-tank hardware, cloud-based intelligence, and intuitive monitoring to give producers real-time visibility and predictive control over fermentation and fluidic processes. Sennos’s modular SennosM3 sensor modules continuously capture high-fidelity data, such as temperature, pH, pressure, density, dissolved oxygen, and other critical parameters, from fermentation tanks and send it to the cloud. There, the SennosIQ analytics engine applies AI to convert raw data into actionable, predictive insights that help users spot issues early, benchmark batches against historical performance, optimize outcomes, reduce waste, and improve consistency across production. The Sennoslink interface ties everything together, delivering real-time dashboards, alerts, and intuitive control from desktop or mobile devices so operators can monitor and manage operations from anywhere with clarity. -
3
ESMC
Biohub
ESMC is the latest in the ESM family of protein language models, establishing a new frontier in representation learning for protein biology. Trained on billions of evolutionary sequences, it learns representations that reflect a mechanistic reduction of protein structure and function. The model is built on a transformer architecture, supports sequences as its core modality, and is trained on up to 6 billion proteins. ESMC is designed for protein science research, including structure prediction, function annotation, protein design, and understanding evolutionary relationships between proteins. It can generate novel proteins from partial sequence, structure, or functional constraints, helping researchers explore new possibilities in protein design and biological discovery. The Biohub Platform provides access to ESMC through the API and the ESM Python package, with quickstart resources for installing the package, creating an API key, connecting to the platform.Starting Price: Free -
4
NVIDIA BioNeMo
NVIDIA
BioNeMo is an AI-powered drug discovery cloud service and framework built on NVIDIA NeMo Megatron for training and deploying large biomolecular transformer AI models at a supercomputing scale. The service includes pre-trained large language models (LLMs) and native support for common file formats for proteins, DNA, RNA, and chemistry, providing data loaders for SMILES for molecular structures and FASTA for amino acid and nucleotide sequences. The BioNeMo framework will also be available for download for running on your own infrastructure. ESM-1, based on Meta AI’s state-of-the-art ESM-1b, and ProtT5 are transformer-based protein language models that can be used to generate learned embeddings for tasks like protein structure and property prediction. OpenFold, a deep learning model for 3D structure prediction of novel protein sequences, will be available in BioNeMo service. -
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Biohub
Biohub
Biohub is an open platform for building on the world model of protein biology. It provides access to the ESM family of models, including ESMC, ESMFold2, and ESM3, along with interactive tools and developer resources for protein science research. ESMC is a state-of-the-art protein language model trained on billions of evolutionary sequences, building representations that capture fundamental mechanisms of protein structure and function. It powers functional analysis, structure prediction, protein design, and the exploration of evolutionary relationships between proteins. ESMFold2 predicts high-resolution, all-atom 3D structures of biomolecular complexes directly from sequence, with optional multiple sequence alignment input for enhanced accuracy on challenging targets. ESM3 jointly models sequence, structure, and function, enabling controllable generation of novel proteins by conditioning on any combination of these modalities. -
6
Evo 2
Arc Institute
Evo 2 is a genomic foundation model capable of generalist prediction and design tasks across DNA, RNA, and proteins. It utilizes a frontier deep learning architecture to model biological sequences at single-nucleotide resolution, achieving near-linear scaling of compute and memory relative to context length. Trained with 40 billion parameters and a 1 megabase context length, Evo 2 processes over 9 trillion nucleotides from diverse eukaryotic and prokaryotic genomes. This extensive training enables Evo 2 to perform zero-shot function prediction across multiple biological modalities, including DNA, RNA, and proteins, and to generate novel sequences with plausible genomic architecture. The model's capabilities have been demonstrated in tasks such as designing functional CRISPR systems and predicting disease-causing mutations in human genes. Evo 2 is publicly accessible via Arc's GitHub repository and is integrated into the NVIDIA BioNeMo framework. -
7
ESMFold2
Biohub
ESMFold2 is the successor to ESMFold, setting a new state of the art for single-sequence structure prediction and enabling the generation of new functional proteins through searching the ESMC model’s latent space. The model predicts high-resolution, all-atom 3D structures of biomolecular complexes directly from sequence, with optional multiple sequence alignment input for enhanced accuracy on challenging targets. It is designed for structure prediction using sequence and structure modalities, with ESM representations powering a series of looped folding layers and a diffusion model projecting pairwise representations to atomic-resolution predictions. ESMFold2 predicts protein structures directly from amino acid sequences and outputs comprehensive structural information, including all-atom coordinates for backbone and side chains, confidence metrics, and optional distogram predictions for detailed structural analysis.Starting Price: Free -
8
AlphaFold
DeepMind
These exquisite, intricate machines are proteins. They underpin not just the biological processes in your body but every biological process in every living thing. They’re the building blocks of life. Currently, there are around 100 million known distinct proteins, with many more found every year. Each one has a unique 3D shape that determines how it works and what it does. But figuring out the exact structure of a protein remains an expensive and often time-consuming process, meaning we only know the exact 3D structure of a tiny fraction of the proteins known to science. Finding a way to close this rapidly expanding gap and predict the structure of millions of unknown proteins could not only help us tackle disease and more quickly find new medicines but perhaps also unlock the mysteries of how life itself works. -
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Broover
Broover
Broover is a craft distilling and fermentation management platform designed to help home and craft producers track every stage of production from wash creation to final bottling. The platform combines live fermentation monitoring, recipe management, distillation logging, and lot provenance tracking into one centralized system. Broover integrates with hydrometers and fermentation devices such as RAPT Pill, Tilt, iSpindel, Grainfather, and Brewfather-compatible hardware to provide real-time data and automated fermentation analysis. The platform also includes free distilling calculators, botanical pairing tools, recipe libraries, and guided operational insights for popular still systems. Distillers can monitor fermentation progress, log spirit runs, manage cuts, create bottle labels, and track inventory with data-driven recommendations and automation.Starting Price: $9.95/month -
10
Reshape
Reshape
Reshape Biotech delivers a robotics-and-AI-powered automation platform for microbiology laboratories that transforms manual plate-based assays into scalable, data-rich, reproducible workflows. Its core products, including a “Smart Incubator,” a high-throughput imaging device, and a cloud-based “Discovery Platform,” automatically capture high-resolution images of Petri dishes or microtiter plates during incubation, then upload them to the cloud for real-time AI analysis. It can accurately process colony counting, radial growth, fluorescence, turbidity, color assays, seed-germination phenotypes, antagonistic assays, and other microbial or cell-based readouts, eliminating time-consuming manual observation and reducing errors. By storing every experiment and dataset in a unified, searchable workspace, Reshape enables teams to compare results across experiments, collaborate across labs, and ensure standardization and reproducibility regardless of scale. -
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NVIDIA Parabricks
NVIDIA
NVIDIA® Parabricks® is the only GPU-accelerated suite of genomic analysis applications that delivers fast and accurate analysis of genomes and exomes for sequencing centers, clinical teams, genomics researchers, and high-throughput sequencing instrument developers. NVIDIA Parabricks provides GPU-accelerated versions of tools used every day by computational biologists and bioinformaticians—enabling significantly faster runtimes, workflow scalability, and lower compute costs. From FastQ to Variant Call Format (VCF), NVIDIA Parabricks accelerates runtimes across a series of hardware configurations with NVIDIA A100 Tensor Core GPUs. Genomic researchers can experience acceleration across every step of their analysis workflows, from alignment to sorting to variant calling. When more GPUs are used, a near-linear scaling in compute time is observed compared to CPU-only systems, allowing up to 107X acceleration. -
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Recursion
Recursion
Recursion is a TechBio company focused on transforming drug discovery by combining biology, data, and artificial intelligence. Founded over a decade ago, the company pioneered the use of large-scale cellular imaging to train AI models that decode the biological drivers of disease. Recursion’s mission is to deliver better medicines through novel insights and precision design, reducing the high failure rates of traditional drug development. Its proprietary Recursion OS platform integrates massive biological datasets with machine learning to accelerate discovery from target identification to clinical development. The company has built an advanced pipeline of potential first-in-class and best-in-class therapies targeting aggressive cancers and rare diseases. Automated wet labs and robotics enable millions of experiments per week, feeding continuous learning into its AI models. -
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Beer30
The 5th Ingredient
Beer30 brewery management software provides a fully customizable modular solution that helps breweries track data from grain-to-glass in real time. Choose from features such as scheduling, brew logs, fermentation tracking, inventory forecasting, sales & distribution, and so much more. By removing the paper logs that go into daily data tracking, like brew sheets and fermentation profiles, you can enter process data in real-time on your mobile device, tablet, or laptop and focus on brewing consistently quality beer. -
14
3decision
Discngine
3decision® is a cloud-based protein structure repository designed for comprehensive structural data management and advanced analytics, enabling small molecule and biologics discovery teams to accelerate structure-based drug design. It centralizes and standardizes experimental and in-silico protein structures from public sources like RCSB PDB and AlphaFoldDB, as well as proprietary data, supporting formats like PDBx/mmCIF and ModelCIF. This ensures easy access to X-Ray, NMR, cryo-EM, and modeled structures, fostering collaboration and enhancing research efforts. Beyond storage, 3decision® enriches entries with metadata and sequence information, including protein-ligand interactions, antibody annotations, and binding site details. Advanced analytical tools identify druggable sites, assess off-target risks, and enable binding site comparisons, transforming vast structural data into actionable knowledge. Its cloud-based platform facilitates collaboration among research teams. -
15
Vinsight
Vinsight Software
Whether you are a cidermaker or a tea manufacturer the VINSIGHT Production App will track and trace your raw ingredients right through to the finished product. From craft producer to multi-national, control your production using our cloud hosted production software. VINSIGHT Winery Software will track and trace your grape and growing, monitor your fermentation data and trace your bulk wine through to bottled labelled product. From craft producer to multi-national control your winemaking using our cloud hosted software. Whether you are brewing a Lager, Pale Ale or Stout, VINSIGHT Brewery Software will track and trace your brew from Malt and Mash, through to fermentation and bottling. From garage brew to multi-national, control your production using our cloud hosted production software.Starting Price: $59 per user per month -
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TankNET
TankNET
Whether you choose our wire-less tank-mount controllers or behind-the-scenes touch panel solution, TankNET provides precise and reliable temperature control and complete fermentation management from anywhere. Track, graph and report all aspects of each fermentation. Unlimited data capture including brix, temperature, pump-over and aeration, lab data, tasting notes and data from 3rd-party winery production software. Catch temperature issues early and be alerted to problems with chillers and other crucial equipment before damage to your wine or beer occurs. Automate pump-overs with optional venturi for any number of tanks. Schedule pump-overs based on date-time or trigger dynamically using brix or temperature stratification. Add real-time brix measurement to your control solution with a precision industrial-grade in-line densitometer capable of scaling as brix, baumé or specific gravity. -
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ChemCopilot
ChemCopilot
ChemCopilot is an AI-native chemical formulation and product lifecycle management platform designed to transform how scientists, engineers, and R&D teams design, test, optimize, and manage chemical products and processes by combining advanced artificial intelligence with domain-specific chemistry knowledge, regulatory data, simulation capabilities, and real-time insights. It automates validation of product labels, ingredient restrictions, and safety data sheets against global compliance frameworks, eliminating disconnected spreadsheets and manual review while providing audit trails and real-time alerts to support regulatory adherence. ChemCopilot accelerates innovation by simulating chemical reactions, molecular interactions, and process workflows to predict formulation performance and outcomes that traditional general-purpose tools cannot provide, and it integrates real-time data from laboratory and industrial systems to drive data-driven decisions. -
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FutureHouse
FutureHouse
FutureHouse is a nonprofit AI research lab focused on automating scientific discovery in biology and other complex sciences. FutureHouse features superintelligent AI agents designed to assist scientists in accelerating research processes. It is optimized for retrieving and summarizing information from scientific literature, achieving state-of-the-art performance on benchmarks like RAG-QA Arena's science benchmark. It employs an agentic approach, allowing for iterative query expansion, LLM re-ranking, contextual summarization, and document citation traversal to enhance retrieval accuracy. FutureHouse also offers a framework for training language agents on challenging scientific tasks, enabling agents to perform tasks such as protein engineering, literature summarization, and molecular cloning. Their LAB-Bench benchmark evaluates language models on biology research tasks, including information extraction, database retrieval, etc. -
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AIDDISON
Merck KGaA
AIDDISON™ drug discovery software combines the power of artificial intelligence (AI), machine learning (ML), and 3D computer-aided drug design (CADD) methods to act as a valuable toolkit for medicinal chemistry needs. As a unified platform for efficient and effective ligand-based and structure-based drug design, it integrates all the facets for virtual screening and supports methods for in-silico lead discovery and lead optimization. -
20
Alchemite
Intellegens
Alchemite provides AI-augmented physical modeling and solutions that help organizations extract actionable insights from experimental and simulation data by combining machine learning with physics-informed models to improve prediction accuracy, reduce experimental costs, and optimize product and process development. Its solutions span materials discovery and design, predictive modelling of performance and reliability, multiscale modelling that connects atomistic to macroscopic behaviour, and automation of workflow tasks such as data integration, surrogate modelling, and model validation. It supports physics-aware neural networks and hybrid modelling approaches that respect underlying scientific laws while learning from data to enable faster and more accurate simulations, reduced reliance on expensive physical testing, and improved decision-making. Intellegens’ tools are applied in areas such as battery performance prediction, chemical process optimization, etc. -
21
FermentAble
FermentAble
Designed to do all the heavy lifting and get out of your way, FermentAble was created by a professional brewer who experienced first hand how frustrating it is to manage your brewery’s day-to-day operations. Your business is brewing beer, not managing spreadsheets, compiling TTB reports, and fumbling through brew logs. We know the in’s and out’s of the industry and what it takes to get the paperwork out of the way, so you can get brewing. No more scouring through brew logs and racking reports to compile the data for your TTB report. We've got you covered with automated TTB reporting for your quarterly returns. You're just a few clicks away from having your report ready to sign and file. Schedule all your brews in advance and know exactly what you're going to need to order. We'll tell you exactly when you're going to run of of grain and hops so you can plan your orders with ease.Starting Price: $500 per year -
22
GPT-Rosalind
OpenAI
GPT-Rosalind is a purpose-built frontier reasoning model developed by OpenAI to accelerate scientific research across biology, drug discovery, and translational medicine. It is designed specifically for life sciences workflows, where researchers must navigate large volumes of literature, experimental data, and specialized databases to generate and validate new ideas. It combines deep domain understanding in areas such as chemistry, genomics, protein engineering, and disease biology with advanced tool-use capabilities, allowing it to interact with scientific databases, analyze experimental outputs, and support complex, multi-step reasoning tasks. It can assist with evidence synthesis, hypothesis generation, literature review, sequence interpretation, and experimental planning, helping scientists move faster from raw data to actionable insights. GPT-Rosalind transforms complex, time-intensive research processes into more efficient AI-assisted workflows. -
23
NVIDIA PhysicsNeMo
NVIDIA
NVIDIA PhysicsNeMo is an open source Python deep-learning framework for building, training, fine-tuning, and inferring physics-AI models that combine physics knowledge with data to accelerate simulations, create high-fidelity surrogate models, and enable near-real-time predictions across domains such as computational fluid dynamics, structural mechanics, electromagnetics, weather and climate, and digital twin applications. It provides scalable, GPU-accelerated tools and Python APIs built on PyTorch and released under the Apache 2.0 license, offering curated model architectures including physics-informed neural networks, neural operators, graph neural networks, and generative AI–based approaches so developers can harness physics-driven causality alongside observed data for engineering-grade modeling. PhysicsNeMo includes end-to-end training pipelines from geometry ingestion to differential equations, reference application recipes to jump-start workflows.Starting Price: Free -
24
CryoTrack
CryoTrack
CryoTrackIMS is a complete software package - ideal for molecular biology, cell banks, cellular biology, clinical samples, biorepository, biobanking, biochemistry, immunology and protein labs, high-throughput screening, QA, IVF labs and core labs and facilities. Create any box, plate or pie configuration - select rows and columns or select a Pie configuration - your box is created in seconds ready to input data. Inventory of valuable biological samples and specimen is critical for basic research and biotech business. Keeping track of large numbers and types of samples (DNA, RNA, plasmids, clones, proteins, peptides, probes, antibodies, enzymes, specimen, tissues, cell lines and more) and where they are and their precise location is a nightmare and daunting task for many that cost a great deal not only in monetary terms but also leads to frustrations and time loss. CryoTrack offers a complete solution for individual labs in universities, clinics, biotech and pharmaceutical companies. -
25
Claude Science
Anthropic
Claude Science is an AI-powered scientific research application that helps researchers perform data analysis, literature review, computational workflows, and manuscript preparation within a single environment. Built on Claude models, the application integrates scientific databases, research tools, electronic lab notebooks, HPC systems, and domain-specific software to support end-to-end research workflows. It manages computational environments across local machines, Linux systems, and high-performance computing clusters while maintaining reproducible records of every analysis. Researchers can generate publication-quality figures, perform complex analyses, and trace every result back to the underlying code, environment, and conversation. Claude Science also supports specialized fields including genomics, proteomics, single-cell biology, structural biology, and cheminformatics through preconfigured scientific capabilities. -
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Causaly
Causaly
Leverage the power of AI to expedite the journey from bench research and laboratory insights to the launch of life-changing therapies. Gain up to 90% in research productivity by reducing your reading time from months to minutes. Cut through the noise with a high-precision, high-accuracy search to navigate the ever-growing volume of scientific literature with ease. Save time, reduce bias and increase odds of novel discoveries. Deeply explore disease biology and conduct advanced target discovery. Causaly’s high-precision knowledge graph consolidates evidence from millions of publications, making deep, unbiased scientific exploration possible. Rapidly navigate biological cause-and-effect relationships without being an expert. Get a view of all scientific documents and uncover hidden connections. Causaly’s powerful AI machine reads millions of published biomedical literature to support better decision-making and research outcomes. -
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FigCanvas
FigCanvas
FigCanvas is an AI scientific figure generator for researchers, built to create scientific illustrations, flowcharts, and data visualizations in one place. Users can describe a figure in plain language, paste methodology text, or upload a dataset, then get a first draft in under two minutes. It supports workflows for scientific illustration, data visualization, and flowchart creation, helping researchers generate pathway diagrams, cell biology figures, molecular mechanism figures, lab schematics, bar charts, scatter plots, heatmaps, volcano plots, and other research visuals without design skills or coding knowledge. FigCanvas is built specifically for scientific communication, using research-specific visual training informed by real scientific figures so outputs better match the structure, composition, and style expected in academic work.Starting Price: $12.50 per month -
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IDBS Polar
IDBS
Meet IDBS Polar, the world’s first BioPharma Lifecycle Management (BPLM) platform, eliminating repetitive manual tasks, allowing you to efficiently execute your processes while curating the data you need to accelerate time to market by tackling the biggest challenges in process design, optimization, scale-up, and technology transfer. Interactive data analytics applications, such as bioreactor comparison designed specifically for biopharma development scientists. IDBS Polar is a platform that securely manages drug progression in contexts of workflow, integration, and insight. Workflows designed to simplify the BioPharma Lifecycle with process-aware planning, design, and execution of end-to-end bioprocess and analytical unit operations. Integrations that bring meaning to your data. Rapid integration into your development ecosystem, enabling automation and curating a process-centric data backbone. -
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SciDraw
SciDraw
SciDraw AI is an AI-powered scientific figure and illustration maker for creating publication-ready figures, diagrams, data charts, graphical abstracts, posters, theses, slides, and teaching visuals through a UI-first web workflow. It combines scientific illustration and data visualization in one platform, helping researchers, graduate students, educators, and science communicators move from idea to polished visual without needing design experience. Users can start with a template or describe a scientific concept, then refine the result through multi-round AI optimization and download the finished figure for a paper, thesis, slide deck, or poster. SciDraw AI supports text-to-image generation for professional scientific illustrations, sketch and image editing for transforming hand-drawn sketches or references into polished visuals, and smart data charts that turn CSV or Excel data into publication-ready figures.Starting Price: $10 per month -
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BenevolentAI
BenevolentAI
BenevolentAI is an AI-enabled drug discovery platform and scientific technology company that unites advanced artificial intelligence, machine learning, and domain-specific science to accelerate the discovery, design, and development of new medicines for complex diseases by making sense of vast, diverse biomedical data and generating actionable scientific insights faster than traditional methods. Its proprietary Benevolent Platform ingests and harmonizes structured and unstructured biomedical information, including literature, genomics, clinical information, and multi-omics data, into a comprehensive knowledge graph, enabling scientists to reason across biological systems, generate hypotheses, predict novel drug targets, and design candidate molecules with higher confidence and lower failure rates. -
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OpenAI deep research
OpenAI
OpenAI's deep research is an AI-powered tool designed to autonomously conduct complex, multi-step research tasks across various domains, such as science, coding, and mathematics. By analyzing user-provided inputs—such as questions, text documents, images, PDFs, or spreadsheets—the system formulates a structured research plan, gathers relevant information, and delivers comprehensive responses within minutes. It also provides process summaries with citations, helping users verify sources. While this tool significantly accelerates research efficiency, it may occasionally produce inaccuracies or struggle to differentiate between authoritative sources and misinformation. Currently available to ChatGPT Pro users, deep research represents a step toward AI-driven knowledge discovery, with ongoing improvements planned for accuracy and response time. -
32
vintrace
vintrace
Take the guesswork out of making great wines and building a booming business with vintrace. vintrace is a sophisticated cloud-based winery management software solution for boutique, small and mid-size, as well as enterprise-level cider-making and wine production businesses. Easy to use and powerful, vintrace provides a host of features that include email invoicing, sales and purchase order raising, cost tracking using standard costing methodologies, and a centralized work order management for directing cellar tasks. Other capabilities include the management of fermentation rounds, harvest scheduling, bulk wine blending programs, barrelling, payment processing, and handling of grower contracts. -
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Scispot
Scispot
Scispot powers life science labs with a unified LabOS™ platform, combining ELN, LIMS, SDMS, QMS, and AI in one configurable, no-code system. Built for CROs, Molecular Diagnostics, Pathology, Pharma QC, and Drug Discovery, Scispot streamlines sample management, inventory automation, and regulatory compliance. Connect with 200+ lab instruments and thousands of apps to eliminate data silos while maintaining FDA 21 CFR Part 11, GxP, GDPR, and HIPAA compliance. Scispot's AI tools transform experimental data into actionable insights, with flexible workflows that adapt as research evolves—without IT support. Trusted by 1000+ scientists globally, Scispot enables rapid deployment so teams focus on science, not administration. Accelerate discoveries, ensure compliance, and scale operations with a platform purpose-built for modern biotech innovation. -
34
Voquill
Voquill
Voquill is the agentic OS for medical labs, built AI-native to run the lab’s core workflow from accessioning and case routing to reporting and sign-out, with agentic AI built into every step. Instead of forcing modern labs to work around legacy systems that do not scale or plug into today’s AI, Voquill provides a modern LIS where every stage of the case has an agent working alongside the team. For accessioning, agents read the requisition and build the order, so intake stops being data entry. Labs can scan the paper requisition and have an agent pull patient information, tests, and specimen details into a structured order, while the team reviews and approves instead of retyping. The original scan is kept forever, with a confidence score on every extracted field. For case distribution, cases route themselves to the right pathologist by subspecialty, current workload, and turnaround pressure, without a rules engine to babysit or morning triage to manage. -
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Opscidia
Opscidia
Opscidia is a collaborative platform that brings all the scientific and technological information. It is a scientific hub based on the latest AI technologies with multiple monitoring features to view the best scientific information in a few clicks. Scientific and technological monitoring is a time-consuming process, but essential for innovation. Opscidia has taken up the challenge of offering the best scientific information in a few clicks. Opscidia's scientific hub allows businesses to optimize monitoring time so that teams can invest more in R&D projects, client deliverables, and daily monitoring tasks. The features of the Opscidia platform include: - Identify emerging concepts - Measure scientific trends related to a product or a technology - Write scientific reports faster thanks to artificial intelligence - Collaborate and share scientific information -
36
Edison Scientific
Edison Scientific
Edison Scientific is an AI platform designed to automate and accelerate scientific research, enabling users to move from hypothesis to validated results within a single environment. The platform integrates literature synthesis, data analysis, and molecular design workflows, allowing research teams to complete end-to-end scientific investigations at dramatically increased speed. At its core is Kosmos, an autonomous research system that performs hundreds of research tasks in parallel, transforming multimodal datasets into comprehensive reports with validated findings and publication-ready figures. Kosmos synthesizes scientific literature, public databases, and proprietary datasets, identifies novel therapeutic targets, uncovers biological mechanisms, and supports the iterative design and optimization of molecular candidates. Validated in real research settings, Kosmos has demonstrated the ability to achieve results that typically require months of human effort in a single day.Starting Price: $50 per month -
37
Gemini for Science
Google
Gemini for Science powers scientific discovery with AI tools and resources built to support scientific endeavors. It brings together experimental tools on Google Labs and science workflows in Google Antigravity to accelerate research, sharpen reasoning, and help researchers explore the future of AI-powered scientific discovery. Literature Insights synthesizes scholarly literature to identify new research opportunities, create grounded research artifacts, and extract paper data into queryable tables mapped directly to source evidence. Hypothesis Generation uses a multi-agent system that simulates the scientific method to identify knowledge gaps, generate potential research directions, and propose testable research plans for breakthrough discoveries. Computational Discovery helps researchers discover models and algorithms by using an agentic research engine that generates and scores code variations based on user-defined optimization metrics. -
38
Noteweave
Noteweave
Noteweave is an Intelligent Research Machines platform that helps teams go from research to executable production plans. It is built to stress-test scientific research, translate papers into validated experiments, and run R&D faster from one research-first workspace. Deep Analysis pressure-tests methods, evaluations, and robustness so failure modes surface before they reach production, helping teams detect production faults in academic papers pre-emptively, find missing evals, set up discrepancies, or misleading robustness trends, and identify technical faults faster. Explore searches across millions of papers, datasets, and code repositories, then synthesizes them into runnable production plans with traceable evidence. Noteweave helps users discover relevant research signals across 3 million+ AI/ML publications, optimize plans against constraints such as GPU utilization, translate academic methods into reproducible steps, and validate evaluation strategies more reliably.Starting Price: $18.99 per month -
39
Charlie
Emerit Science
Charlie is a sovereign AI scientific agent for researchers and laboratories, specialized in biomedical research and built to accelerate scientific work with precise, sourced answers. It helps users conduct literature reviews, analyze scientific documents, organize research information, and move faster through R&D workflows while keeping traceability at the center of every response. Researchers can ask questions in natural language and get answers extracted directly from scientific documents, with page-level citations that make each source verifiable. Charlie can search simultaneously through hundreds of PDFs, synthesize information, compare articles, understand scientific context, and help users focus on discoveries instead of manual document review. Its research workspace includes libraries, projects, notes, shared collections, PDF reading, highlighting, annotation, and team collaboration, so important passages, references, and insights stay organized across devices.Starting Price: €12 per month -
40
SciSummary
SciSummary
Use AI to summarize scientific articles. Send an email with text, a link, or even attach a PDF and within minutes you'll receive a summary in your inbox. The perfect tool for busy scientists, students and enthusiasts who don't have time to read through long and complicated scientific articles. -
41
Atinary SDLabs Platform
Atinary
Atinary's Self-Driving Labs (SDLabs) platform is an AI and machine learning solution designed to digitize and automate R&D workflows, enabling traditional laboratories to transition from manual experiments to autonomous experimentation. It facilitates the design and optimization of experiments through a closed-loop system that integrates AI-driven hypotheses, predictions, and decisions. Key features include multi-objective optimization, database management, workflow orchestration, and real-time data analytics. Users can define experiments with constraints, allow the ML algorithms to decide on subsequent iterations, run experiments (with or without robotic assistance), analyze data, and retrain models with new data, thereby accelerating the discovery of better, cheaper, and greener products. Atinary's proprietary algorithms, such as Emmental for non-linear constrained optimization, SeMOpt for transfer learning in Bayesian optimization, and Falcon. -
42
Microsoft Discovery
Microsoft
Microsoft Discovery is a new agentic platform designed to revolutionize research and development (R&D) by empowering scientists and engineers with AI-driven collaboration and high-performance computing (HPC). Built on Azure, this platform enables researchers to work alongside specialized AI agents that help accelerate the discovery process through advanced knowledge reasoning, hypothesis formulation, and experimental simulations. The platform's graph-based knowledge engine facilitates complex, contextual reasoning over vast amounts of scientific data, promoting transparency and accountability while speeding up the discovery cycle. By automating and enhancing research tasks, Microsoft Discovery offers an extensible, enterprise-ready solution that integrates seamlessly with existing tools and datasets. -
43
AudioThing
AudioThing
AudioThing is an audio software company focused on audio plugins (VST2, VST3, AU, AAX). We are committed to developing professional yet affordable products for every kind of composer, producer and sound designer. We offer a wide range of audio plugins, including vintage tape and valve emulations, analog tape echos, analog drum machine emulations, complex convolution processing effects, and more. Our copy protection is simple and user-friendly, no iLok, no dongles, no internet required. To activate a plugin you can choose between online and offline authorization. Create an account, log in through the plugin to activate, or download your license file for offline activation. Motor is a plugin effect that uses side-chaining to combine signals in new and interesting ways. Put in any two signals and they will dance around each other like courting birds drunk on fermented cherries.Starting Price: $35 one-time payment -
44
scite.ai
scite
scite is a Brooklyn-based startup that helps researchers better discover and evaluate scientific articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by researchers from dozens of countries and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health. Improve the discoverability of your articles and raise the profile of your publications by indexing them with scite. scite reports attract thousands of users a week and generate significant traffic for publisher partners. Support current authors and attract new ones by providing them with data on how their research is being received, whether its been supported, or contrasted and the overall context of citations to their work.Starting Price: $7.99 per month -
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Everstar
Everstar
Everstar is an AI-native platform for accelerating nuclear power deployment through document intelligence, licensing support, regulatory workflows, engineering analysis, and nuclear compliance automation. Built for nuclear professionals, Everstar helps teams turn complex documentation into active intelligence so they can draft regulator-ready filings, surface precedents in minutes, compress siting timelines, and streamline work across the nuclear value chain without compromising safety. Its AI-powered nuclear intelligence is designed to solve the industry’s hardest administrative, regulatory, and engineering challenges with accuracy, traceability, and secure workflows. Everstar’s platform supports operating reactor licensing, reactor operations and engineering, new reactor licensing, radioactive materials users, manufacturing and supply chain teams, and regulators. -
46
HeyScience
HeyScience
Finding, reading, and analyzing every relevant scientific research article can quickly turn into a time-consuming, tedious task. Designed by fellow academics, our AI-powered scientific research assistant lets you focus on what you love doing most: conducting research. Stay current with an overview of what researchers in your field are working on, familiarize yourself with a specific scientist’s contributions, and assess the possibility of future collaborations. Conduct a month’s worth of literature research in a few minutes. Search and sort through millions of papers across all academic fields to find relevant knowledge in one click. Read a short, simplified summary of scientific articles and grasp key concepts and findings within minutes. Leverage our dedicated AI-reviewer for instant feedback on your manuscript prior to conference or journal submission. -
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VMware HCX
Broadcom
Seamlessly extend your on-premises environments into cloud. VMware HCX streamlines application migration, workload rebalancing and business continuity across data centers and clouds. Large-scale movement of workloads across any VMware platform. vSphere 5.0+ to any current vSphere version on cloud or modern data center. KVM and Hyper-V conversion to any current vSphere version. Support for VMware Cloud Foundation, VMware Cloud on AWS, Azure VMware Services and more. Choice of migration methodologies to meet your workload needs. Live large-scale HCX vMotion migration of 1000’s of VMs. Zero downtime migration to limit business disruption. Secure proxy for vMotion and replication traffic. Migration planning and visibility dashboard. Automated migration-aware routing with NSX for network connectivity. WAN optimized links for migration across Internet or WAN. High-throughput L2 extension. Advanced traffic engineering to optimize the application migration times. -
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Osmosis AI
Elsevier
Osmosis AI is a conversational study assistant built directly into the Osmosis learning platform, designed to help medical and health professional students understand, review, and reinforce complex topics through a combination of AI-generated explanations and trusted educational content. It integrates Elsevier’s extensive library of peer-reviewed medical textbooks and resources with Osmosis’s visual learning system, delivering answers that are evidence-based, fully cited, and connected to relevant videos, diagrams, and study materials. It enables students to ask questions in real time without interrupting their study flow, receiving clear explanations in plain language along with direct references to the original source material for verification. Rather than relying on open web data, Osmosis AI operates within a controlled “walled garden” of curated medical content, reducing hallucinations and ensuring consistency with how topics are taught and assessed in professional education. -
49
PapersFlow
PapersFlow
PapersFlow is an AI research workspace designed to help academics and researchers organize, analyze, and write scientific content within a single integrated environment. It enables users to manage paper libraries using projects, collections, and tags while running AI-powered reading workflows that generate summaries and answer questions about each paper. It supports deep literature review processes through its DeepScan capability, allowing researchers to synthesize findings across multiple sources and uncover connections more efficiently. PapersFlow also includes collaborative LaTeX writing with real-time preview so users can move seamlessly from reading papers to drafting manuscripts without switching tools. Additional capabilities such as cross-paper comparison, linked knowledge-base notes, and code discovery from research papers help streamline complex academic workflows.Starting Price: $14 per month -
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Reliant AI
Reliant AI
Accuracy, speed, confidence. Introducing generative AI to commercial biopharma. Simplify the labor-intensive process of collecting, organizing, and inspecting vast amounts of complex data. Get straight to decision-critical insights with 100% confidence, every time. With our AI-powered data manipulation and verification platform, you'll never lose track of your workstreams again. Gather, refine, and check your data, all in one place. Search public and private databases by key drug characteristics. Segment drugs and trials by detailed patient profiles. Extract the data you need in plain English. Support your findings by linking answers back to their source. Focus your time and energy on synthesizing high-quality outputs from data rather than menially sifting through it. Our specialized LLMs enable researchers to perform asset scans 4.8x faster than by hand. We index over 38M scientific publications, conference abstracts, and clinical trials. All the data you need, when you need it.