Staying ahead of the technology curve means strengthening your competitive advantage. That is why we give you data-driven innovation insights into the BioTech industry. This time, you get to discover 5 hand-picked Big Data startups.
Global Startup Heat Map highlights 5 Top Big Data Startups out of 459
The insights of this data-driven analysis are derived from the Big Data & Artificial Intelligence-powered StartUs Insights Discovery Platform, covering 1.379.000+ startups & scaleups globally. The platform gives you an exhaustive overview of emerging technologies & relevant startups within a specific field in just a few clicks.
The Global Startup Heat Map below reveals the distribution of the 459 exemplary startups & scaleups we analyzed for this research. Further, it highlights 5 Big Data startups that we hand-picked based on criteria such as founding year, location, funding raised, and more. You get to explore the solutions of these 5 startups & scaleups in this report. For insights on the other 454 big data solutions, get in touch.
Verinomics works on Full-Service Gene Editing for Vegetables and Fruits
Irregular seasons and pesticide-resistant pests pose a critical risk for crops and, hence, food supply. Advancements in genomics help startups perform targeted and high-precision rearrangement of plant genomes. This enables the development of crops with improved disease resistance, herbicide tolerance, and other traits. Big data & analytics facilitate gene mapping and data-driven decision-making for the development of genetically-modified (GM) plants.
Verinomics is a US-based startup utilizing integrated genomics and data analytics approach to improve crops. The startup’s Genomic platform allows users to securely access and visualize data. It sequences deoxyribonucleic acid (DNA) using high-performance computers and algorithms to map critical information such as trait genes and genomic-estimated breeding values. The Genomic platform also connects researchers and breeders through its dashboard for effective communication.
Airfinity provides Life Science Intelligence as a Subscription Service
Building and maintaining an infrastructure for data acquisition and analytics for clinical applications is labor-intensive and costly. This limits small-scale BioTech companies from leveraging their productivity using big data applications. Startups now offer cloud-based tailored data analytics solutions specifically for complex genome and bioinformatics applications. This allows life science researchers to utilize data analytics without dedicated hardware and save costs.
British startup Airfinity provides real-time data to facilitate data-driven decision-making and insights for clinical and preclinical compounds. The startup offers three platforms, Science360, ScienceMacro, and ScienceSoV, for different analytical applications. ScienceSoV and Science 360 are therapy analytics and benchmarking tools, whereas ScienceMacro provides insights into COVID-19 risk within companies. Airfinity’s big data analytics platforms also offer comprehensive database and prediction models to ensure accurate market insights and dynamic workflow.
Core Life Analytics offers a Cloud-Based Platform for Phenotypic Identification
Phenotypic identification and classification of microbes and viruses requires cell-based assays, microarrays, and other high-throughput technologies. Startups utilize advancements in big data and machine learning to develop efficient and cost-effective identification systems. For example, natural language processing (NLP) algorithms handle data from electronic medical records (EMR) and make it available for further research, thus saving time and labor.
Core Life Analytics is a Dutch big data startup that develops a cloud-based analytics platform for biologists. The startup’s HC StratoMineR platform enables users to leverage phenotypic content data analysis for identification and classification. It features an intuitive decision-supportive design that allows scientists without prior experience in bioinformatics or biostatistics to mine data for phenotype profiling.
MassMatrix develops a Drug Discovery & Development Platform
Conventional drug discovery relies on natural products as the primary source of new drugs. Advancements in biotechnology and robotics, however, enable startups to build high throughput drug screening systems. To further improve the drug discovery process, big data analytics helps researchers make crucial data-driven decisions such as target ID and candidate selection, speeding up discovery.
MassMatrix is a US-based startup that combines big data, advanced algorithms, and artificial intelligence to speed up drug discovery and development. The startup’s Intact Mass platform offers rapid and automatic deconvolution of low and high-resolution data files. It also offers an analytical search engine for protein characterization workflows and tailored solutions. Peptide Mapping, another solution from the startup, quantitatively compares modifications across multiple structural files of target proteins with complete transparency.
GeneCreek analyzes the Human Microbiome
With omics technologies, life science researchers are able to understand the microbiome at a genetic and functional level. Big data and advanced analytics counter the challenge of intricate infrastructure and expertise to handle the generated data in the sequencing process. Startups offer end-to-end solutions to sequence and understand microbiome at microscopic and macroscopic levels, thus improving precision medicine development.
German startup GeneCreek specializes in the analysis of microbiome engineering. The startup’s taxonomic classification algorithm, cur|sor, offers species-level resolution instead of family/genus level for amplicon microbiome sequencing. It helps investigate the link between human health and the composition of the microbiome to prevent and cure diseases.
Discover more BioTech Startups
BioTech startups such as the examples highlighted in this report focus on tissue engineering, gene editing as well as biomanufacturing. While all of these technologies play a major role in advancing the industry, they only represent the tip of the iceberg. To explore more BioTech technologies, simply get in touch to let us look into your areas of interest. For a more general overview, you can download our free BioTech Innovation Report to save your time and improve strategic decision-making.