DataXight
DataXight builds scientific software and bespoke AI/ML and bioinformatics data platforms that transform complex biological perturbation and multi-omics data into actionable insight for biopharmaceutical companies and life sciences research organizations.
- Company typePrivate
- Founded2023
- HeadquartersMountain View, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What DataXight does
DataXight is a privately held software and data engineering company founded in 2023 and headquartered in Mountain View, California, with additional offices in Prague, Ho Chi Minh City, and Thailand. The company serves biopharmaceutical firms and life sciences research organizations by transforming complex biological perturbation and multi-omics data into actionable mechanistic insight. Its core product, protoXell, is scientific software that enables researchers to explore, compare, and interpret chemical and genetic perturbation effects across experiments through a point-and-click interface, supported by a related sub-product called protoPlast.
The company's underlying technology combines proprietary scientific software with bespoke AI/ML engineering, bioinformatics pipelines, and data engineering, optimized for high-throughput perturbation analysis using metrics such as E-distance and Euclidean distance. An AI QuickStart service packages foundation model deployment on customer cloud or on-premises infrastructure, with full handoff to avoid vendor lock-in. DataXight generates revenue through three streams: subscription-based software products (anchored by protoXell), professional services for custom AI/ML and bioinformatics engagements, and managed services for data curation, quality, and governance.
DataXight operates a direct enterprise sales motion under a "Partner with us" engagement model, targeting biopharma, life sciences research, and healthcare organizations through thought-leadership content, industry conferences such as Bio-IT World, and bespoke solution sales. Named customers and collaborators include Champions Oncology, Crown Bioscience, Danaher, DNAnexus, Form Bio, Google, and the University of Pennsylvania, though the revenue contribution of each is not disclosed. No funding rounds, revenue figures, or investor composition have been publicly disclosed.
DataXight firmographics
Firmographics- Name
- DataXight
- Legal name
- DataXight
- Website
- https://dataxight.com
- Company type
- Private
- Founded year
- 2023
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- DataXight builds scientific software and bespoke AI/ML and bioinformatics data platforms that transform complex biological perturbation and multi-omics data into actionable insight for biopharmaceutical companies and life sciences research organizations.
- Ownership category
- akta.pro rank
DataXight industry classification
Industry- Product category
- Scientific Software and AI/ML for Life Sciences
- NAICS
- Software Publishers (5132), Research and Development in Biotechnology (except Nanobiotechnology) (541714), Computer Systems Design and Related Services (54151), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518210)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370), Services-Commercial Physical & Biological Research (8731)
- akta.pro primary industry
- Scientific Data Management & Data Platforms (SDMS/Data Lakehouse for R&D) (HLAGAJAC)
- akta.pro secondary industries
- AI/ML Platforms for Drug Discovery & Experiment Optimization (HLAGAJAO), Bioinformatics & Multi-omics Analysis Software (HLAGAJAD)
Keywords
Where DataXight is headquartered
LocationHeadquarters
- HQ city
- Mountain View
- HQ country
- United States
- HQ region
- North America
Offices3 records
Markets served
DataXight business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Others
Revenue model
- Software Products: Licensing and subscription of proprietary scientific software products including protoXell for cell response discovery. Products delivered as end-to-end solutions tailored to customer needs.
- Professional Services: Bespoke engineering services including AI/ML development, applications, data engineering, bioinformatics pipelines, and data platforms. Delivered as consulting engagements tailored to each organization.
- Managed Services: Ongoing managed services for data curation, quality, governance, and data products. Recurring service engagements with customers.
Go-to-market motion1 record
Distribution channels1 record
Marketing channels4 records
DataXight product offering
Product offeringCore offering
DataXight builds scientific software and AI/ML platforms that transform complex biological and multi-omics data into actionable insight for life sciences and healthcare organizations. Its core offerings include the protoXell cell response discovery product for perturbation analysis, plus bespoke engineering services spanning AI/ML development, data engineering, bioinformatics pipelines, and AI QuickStart foundation model deployment on customer cloud or on-premises infrastructure.
Product overview
DataXight is a software and services company offering end-to-end solutions from data strategy to advanced analytics and decision support for the life sciences and healthcare sector. The product portfolio includes protoXell (cell response discovery software for perturbation analysis), protoPlast (sub-product), and bespoke engineering services (AI/ML, applications, data engineering, bioinformatics pipelines). AI QuickStart enables rapid foundation model deployment configured for specific use cases.
Differentiator
Problem solved
Functional benefit
Brands
- protoXell: Cell response discovery software that enables researchers to explore, compare, and interpret perturbation effects across experiments through an intuitive point-and-click interface.
- protoPlast
Products and services
- protoXell Cell response discovery software that enables researchers to explore, compare, and interpret chemical and genetic perturbation effects across experiments through an intuitive point-and-click interface, targeted at biopharma and life sciences research teams.
- protoPlast Additional product in the protoXell family offered by DataXight for life sciences and healthcare applications.
- Data Services & Solutions End-to-end data services including curation, quality, governance, engineering, data products, and managed services designed to deliver structured, clean, and scalable data for confident, insight-driven decisions in life sciences.
- Software & AI/ML Services Custom design and delivery of scientific software platforms, data tools, ML pipelines, and workflow orchestration systems tailored to life sciences and healthcare organizations.
- Science Services Expert-led science services in genomics, bioinformatics, and research delivering reproducible analysis pipelines, AI for scientific discovery, and biological insight generation to accelerate biomedical innovation.
- AI QuickStart Foundation model deployment service that runs on customer cloud or on-premises infrastructure, configured for specific life sciences use cases, with notebooks and benchmarks included and full handoff without vendor lock-in.
Quantifiable outcome
- Foundation models can be deployed in weeks with AI QuickStart service
- +1 more outcomes
Companies that use DataXight
Customer profileNamed customers7 records
Segments3 records
Ideal customer profiles3 records
DataXight technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability2 records
Feature3 records
DataXight partnerships and signals
Strategic signalScale indicators1 record
Recent moves6 records
Expansion highlights6 records
DataXight competitors and assessment
Company assessmentDirect peers
- Form Bio: Scientific computing platform focused on life sciences data analysis, including genomics, multi-omics, and bioinformatics workflows. Closely comparable to DataXight's bespoke engineering and bioinformatics pipeline services targeting the same biopharma R&D buyer.
- DNAnexus: Genomics and biomedical data analysis cloud platform serving pharma, clinical labs, and research institutions. Directly comparable as an enterprise scientific data platform for life sciences R&D—the same buyer persona and overlap with DataXight's protoXell and bioinformatics pipeline offerings.
- Dotmatics: Scientific informatics platform spanning biology, chemistry, and lab data workflows for pharma and biotech R&D. Comparable as a broader life sciences R&D software vendor with overlapping scientific data management and analysis capabilities.
- Velsera (formerly Seven Bridges): Genomics and multi-omics analysis platform providing bioinformatics pipelines, data management, and interpretation services for pharma and clinical research. Directly comparable as a secondary and tertiary genomics analysis infrastructure provider competing for the same R&D data platform budget.
- TetraScience: Scientific data cloud for life sciences R&D, focused on harmonizing instrument and experimental data into a unified platform for pharma. Comparable as a vendor tackling the same data fragmentation and infrastructure complexity pain points DataXight addresses for biopharma customers.
- Benchling: Cloud platform for life sciences R&D, including molecular biology, bioprocess, and biological data management. Comparable as a software-first scientific data platform serving biopharma labs with adjacent workflow and data management capabilities to DataXight.
Broad incumbents
- Schrödinger: Established computational chemistry and predictive informatics platform serving drug discovery and materials science. Comparable as a broader incumbent in life sciences AI/ML and scientific computing—offering overlapping capabilities through its broader software and services portfolio.
- Recursion: AI-driven drug discovery company combining high-throughput biology, automated experiments, and machine learning. Comparable as an incumbent using large-scale perturbation data and AI/ML pipelines for target discovery, intersecting with DataXight's core perturbation biology focus.
Emerging players
- Lifebit: Genomics and biomedical data platform with federated AI/ML analysis capabilities for pharma and research institutions. Comparable as an emerging player offering cloud-based bioinformatics and AI-driven analysis with a similar enterprise life sciences go-to-market.
- Insitro: AI/ML-driven drug discovery company combining high-throughput biology with machine learning models. Comparable as an emerging player using perturbation-style experimental data and bespoke ML pipelines for pharma R&D, overlapping with DataXight's data and AI/ML service offerings.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat4 records
Key risks5 records
Key highlights5 records
Customer concentration
DataXight social profiles
Digital presenceDataXight financial estimates
Financial estimateRevenue estimate
Valuation estimate
DataXight leadership team
Management profileNumber of profiles
Profiles2 records
DataXight funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
DataXight M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about DataXight
What does DataXight do?
DataXight builds scientific software and AI/ML platforms that transform complex biological and multi-omics data into actionable insight for life sciences and healthcare organizations. Its core offerings include the protoXell cell response discovery product for perturbation analysis, plus bespoke engineering services spanning AI/ML development, data engineering, bioinformatics pipelines, and AI QuickStart foundation model deployment on customer cloud or on-premises infrastructure.
Is DataXight a public or private company?
DataXight is a private company. It is classified as unknown and is currently operating.
When was DataXight founded?
DataXight was founded in 2023. It employs 11 to 50 people.
Where is DataXight based?
DataXight is headquartered in Mountain View, United States, in the North America region.
How does DataXight make money?
Three revenue lines are on record. Software Products are the primary driver. The others are professional Services and managed Services.
Who are DataXight's main competitors?
Direct peers on record are Form Bio, DNAnexus, Dotmatics, Velsera (formerly Seven Bridges), TetraScience and Benchling. Broad incumbents are Schrödinger and Recursion. Emerging players are Lifebit and Insitro.
Does DataXight have an API?
No public API is recorded for DataXight.
What industry is DataXight in?
DataXight's product category is Scientific Software and AI/ML for Life Sciences. Its primary akta.pro industry code is HLAGAJAC, Scientific Data Management & Data Platforms (SDMS/Data Lakehouse for R&D), with a secondary code of HLAGAJAO, AI/ML Platforms for Drug Discovery & Experiment Optimization. Its NAICS code is 5132 and its SIC code is 7372.