Uncountable
Uncountable provides an AI-driven, cloud-based unified R&D laboratory informatics platform combining ELN, LIMS, PLM, QC LIMS, and QMS with a proprietary ML engine and conversational AI assistant, sold to formulation-heavy enterprises in specialty chemicals, advanced materials, food and beverage, pharma, and consumer goods.
- Company typePrivate
- Founded2015
- HeadquartersSan Francisco, United States
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
What Uncountable does
Uncountable provides a unified, AI-driven cloud-based R&D laboratory informatics platform that consolidates Electronic Lab Notebook (ELN), Laboratory Information Management System (LIMS), Quality Control LIMS, Product Lifecycle Management (PLM), and Quality Management System (QMS) workflows into a single data model spanning ideation through commercialization. The platform's technical core is a structured, formulation-first data model hosted on AWS with 400+ instrument integrations, machine learning algorithms tailored to scientific experimentation, and an embedded conversational AI assistant named Bodie that performs natural-language search, insight generation, summarization, chart creation, and direct platform actions (editing tables, creating records, updating fields). It is certified for SOC 2 Type II, ISO 27001, FDA 21 CFR Part 11, GMP, and EU Annex 11, with an ISO 9001-aligned QC LIMS module. The customer base is concentrated in formulation-heavy enterprises across specialty chemicals, advanced materials, food and beverage, pharma and biotech, and consumer goods — including Dow, Syngenta, Clariant, Mondelēz, Beiersdorf, TotalEnergies, Sika, Lubrizol, DuPont, Braskem, SCHOTT, and Merck KGaA. The business model is enterprise SaaS sold via a sales-led, demo-and-scoping-call motion, with quote-based multi-year subscriptions scoped to sites, users, and modules, supplemented by structured six-phase implementation services (Discovery, Configuration, Data Migration, UAT, Parallel Run, Go-Live, Hypercare, Optimization) and dedicated post-sale Account Management with quarterly business reviews. The company operates from San Francisco with additional offices in New York and Munich, and was founded in 2015–2016 by MIT and Stanford engineers, raising its first major disclosed funding round — a $27 million Series A in June 2025 led by Sageview Capital with SE Ventures participation.
Uncountable firmographics
Firmographics- Name
- Uncountable
- Legal name
- Uncountable
- Website
- https://uncountable.com
- Company type
- Private
- Founded year
- 2015
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Short description
- Uncountable provides an AI-driven, cloud-based unified R&D laboratory informatics platform combining ELN, LIMS, PLM, QC LIMS, and QMS with a proprietary ML engine and conversational AI assistant, sold to formulation-heavy enterprises in specialty chemicals, advanced materials, food and beverage, pharma, and consumer goods.
- Ownership category
- akta.pro rank
Uncountable industry classification
Industry- Product category
- Laboratory Informatics Software
- NAICS
- Software Publishers (5132), Custom Computer Programming Services (541511)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370)
- 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), Clinical & Translational Informatics (Clinical Data Integration/Real-World Data for R&D) (HLAGAJAF), Regulatory Information Management (RIM) & Submission Publishing Software (HLAGAJAL)
Keywords
Where Uncountable is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Offices3 records
Markets served
Uncountable business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
Revenue model
- Enterprise SaaS subscriptions (R&D/QC/PLM/QMS platform licenses): Recurring enterprise SaaS subscriptions for the integrated platform (ELN + LIMS + PLM + QC LIMS + QMS + AI/Bodie), sold on multi-year contracts with dedicated Account Managers, quarterly business reviews, and priority support with SLAs. Pricing is quote-based, scoped per site/user/workflow.
- Implementation and configuration services: Structured, phased deployment services (Discovery, Configuration, Data Migration, UAT, Parallel Run, Go-Live, Hypercare, Optimization) typically bundled with enterprise rollouts, especially in regulated (GxP, ISO 9001, FDA 21 CFR Part 11) environments.
- Ongoing post-sale support and account management: Dedicated Account Manager, quarterly business reviews, priority support, and continuous platform updates with guided rollouts — recurring post-sale services that retain and expand enterprise accounts.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Other | — | Quote-based enterprise subscription; pricing not publicly disclosed |
Go-to-market motion4 records
Distribution channels1 record
Marketing channels9 records
Uncountable product offering
Product offeringCore offering
Uncountable sells a unified, AI-driven cloud-based R&D laboratory informatics platform that combines an Electronic Lab Notebook (ELN), Laboratory Information Management System (LIMS), Quality Control LIMS (QC LIMS), Product Lifecycle Management (PLM), and Quality Management System (QMS) into a single shared data model for industrial product development. The platform layers proprietary machine learning and a conversational AI assistant ('Bodie') over customers' structured R&D data, with 400+ instrument integrations and native compliance with SOC 2, ISO 27001, FDA 21 CFR Part 11, GMP, and EU Annex 11. It is sold on multi-year enterprise subscription contracts to R&D-intensive manufacturers in chemicals, advanced materials, pharma/biotech, and food & beverage.
Product overview
Uncountable offers a single unified cloud platform (the Uncountable Cloud Platform) that combines an integrated Electronic Lab Notebook (ELN), integrated LIMS, Quality Control LIMS (QC LIMS), Product Lifecycle Management (PLM), Quality Management System (QMS), Integrated Visualizations & Reports, and the Bodie AI Assistant into one shared data model and user experience. Rather than selling standalone products, the company presents these as deeply interconnected modules of a single platform, sharing data across lab experimentation, formulation, production, and quality workflows for materials science, chemicals, pharma/biotech, and consumer goods R&D.
Differentiator
Problem solved
Functional benefit
Brands
- Bodie: Uncountable's AI assistant for the platform, providing conversational search, automated insight generation, summarization, plotting, and direct platform actions across R&D data.
Products and services
- Uncountable Cloud Platform Unified cloud-based R&D data platform that connects experiments, instruments, formulations, production, and quality data for industrial product development, with built-in enterprise security (SOC 2 Type II, ISO 27001), Microsoft Office integration, and a formulation-first shared data model. Sold on multi-year enterprise subscription contracts to R&D-intensive manufacturers in chemicals, materials, F&B, and pharma/biotech.
- Bodie AI Assistant AI assistant embedded in the Uncountable Cloud Platform that searches recipes, ingredients, outputs, and notebooks; generates summaries and reports; builds visualizations; designs experiments using a project's own data; and executes direct platform actions (edit tables, create records, update fields). Generally available across the Uncountable Cloud Platform.
Quantifiable outcome
- Accelerated R&D by 20% (SCG Chemicals)
- +6 more outcomes
Companies that use Uncountable
Customer profileNamed customers72 records
Segments6 records
Ideal customer profiles5 records
Uncountable technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration2 records
AI capability12 records
Feature11 records
Uncountable partnerships and signals
Strategic signalPartnerships
Ten partnerships are on record, tiered core, flagship and minor.
- MicrosoftcoreUncountable has teamed up with Microsoft to enable users with current Microsoft Office web subscriptions to edit Microsoft Word, Excel, and PowerPoint documents directly from the Uncountable platform. Availability is dependent on Microsoft support and evaluated case-by-case with customer IT teams.
- DuPontflagshipStrategic collaboration announced April 30, 2026 to advance DuPont's AI-ready labs initiative. The partnership aims to scale digital lab workflows, standardize experimental data, and improve R&D productivity across DuPont's organization by leveraging Uncountable's platform, supporting long-term profitable growth.
- AstrixflagshipStrategic alliance announced in May 2026 combining Astrix's market-leading informatics consulting expertise with Uncountable's AI-powered platform for R&D, Quality, and PLM. The partnership delivers a unified system of record for product organizations and accelerates digital transformation engagements.
- Mondelēz InternationalcorePartnership announced December 8, 2025 to drive digital transformation in global R&D. The collaboration will connect Mondelēz's globally dispersed R&D team across 16 facilities through a single digital platform, replacing siloed tools and enabling better data sharing across Oreo, Cadbury, and Milka product categories.
- Rogers CorporationcoreFeatured customer presenter at Unify Summit 2026 (May 13-14, Philadelphia). Rogers Corporation has also been a published case study subject ('Transforming R&D at Rogers Corporation: How Uncountable Turned Data Into a Competitive Edge') highlighting the use of Uncountable to centralize experimental data across global teams.
- Taylor Adhesives / Avery Dennison Materials GroupcoreFeatured customer presenter and testimonial provider at Unify Summit 2026, highlighting Uncountable's impact on R&D workflows and digital transformation.
- IndovinyaminorFeatured customer presenter at Unify Summit 2026, showcasing Uncountable's application in specialty chemicals R&D.
- Penn ColorminorPenn Color co-hosted an on-demand webinar with Uncountable ('Overcoming Siloed R&D Efforts: How Penn Color & Uncountable Accelerate Innovation') featuring Kyle T. Smith, Philip Adams, and Brendan McSherry.
- Specialty chemicals distributor with 125+ years of formulation experienceminorOne of four new specialty chemicals agreements announced May 2026; this partner is modernizing its R&D operations with Uncountable's platform for formulation development, scale-up, and production optimization.
- U.S.-based biotechnology firm developing bio-based additivesminorOne of four new specialty chemicals agreements announced May 2026; this biotech partner is modernizing its R&D operations with Uncountable's platform for formulation development, scale-up, and production optimization.
Scale indicators12 records
Recent moves6 records
Expansion highlights6 records
Uncountable competitors and assessment
Company assessmentDirect peers
- Benchling: Cloud-native R&D informatics platform combining ELN, LIMS, and registry capabilities for life sciences; directly comparable to Uncountable as another venture-backed, AI-forward unified R&D platform targeting enterprise biotech/pharma customers, though Uncountable is more formulation/materials-focused.
- Dotmatics (Siemens): Scientific R&D informatics platform (now part of Siemens) offering ELN, LIMS, and data analytics for chemistry and biology R&D; a direct competitor in the lab-informatics space with broader enterprise reach post-Siemens acquisition.
- Sapio Sciences: Unified LIMS, ELN, and scientific data management platform targeted at biotech, pharma, and clinical labs; comparable in offering an integrated informatics platform with configurable workflows for regulated R&D environments.
- LabVantage Solutions: Enterprise LIMS provider with adjacent ELN, quality, and laboratory execution capabilities; competes with Uncountable in regulated manufacturing and life-sciences R&D labs needing audit-ready data management.
- IDBS (Danaher): PolarDB-based scientific informatics platform within Danaher's Life Sciences segment, providing ELN and R&D data management for biopharma and industrial biotech; comparable in customer base and regulated R&D workflows.
Broad incumbents
- Dassault Systèmes BIOVIA: Large incumbent scientific PLM, ELN, and molecular modeling suite from Dassault Systèmes; competes with Uncountable's PLM and formulation modeling capabilities as part of a much broader enterprise 3DEXPERIENCE platform.
- Revvity Signals (formerly PerkinElmer Informatics): Enterprise scientific data and analytics platform (Signals) plus broader life-sciences instrumentation portfolio; overlaps with Uncountable's LIMS, ELN, and analytics for industrial and life-sciences R&D customers.
- Thermo Fisher SampleManager: Enterprise LIMS and laboratory execution system from Thermo Fisher Scientific; a large incumbent competing for regulated QC and R&D informatics spend in chemicals, pharma, and F&B — segments where Uncountable is also active.
- LabWare: Long-established LIMS and ELN vendor serving regulated industries including pharma, chemicals, and manufacturing; competes with Uncountable in QC and R&D informatics for enterprise customers.
Emerging players
- Arvato Systems / Bayer Crop Science (Veeva-like adjacent): Adjacent informatics and digital transformation players serving similar R&D-intensive customers in chemicals, pharma, and consumer goods; included as an example of consulting-led implementation partners (alongside Astrix) that often pair with or compete against platform vendors like Uncountable.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights6 records
Customer concentration
Uncountable social profiles
Digital presenceUncountable compliance and trust
Trust signalCompliance8 records
Uncountable financial estimates
Financial estimateRevenue estimate
Valuation estimate
Uncountable leadership team
Management profileNumber of profiles
Profiles9 records
Uncountable funding detail
Funding detailFunding overview
Funding rounds2 records
Investors6 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Uncountable 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 Uncountable
What does Uncountable do?
Uncountable sells a unified, AI-driven cloud-based R&D laboratory informatics platform that combines an Electronic Lab Notebook (ELN), Laboratory Information Management System (LIMS), Quality Control LIMS (QC LIMS), Product Lifecycle Management (PLM), and Quality Management System (QMS) into a single shared data model for industrial product development. The platform layers proprietary machine learning and a conversational AI assistant ('Bodie') over customers' structured R&D data, with 400+ instrument integrations and native compliance with SOC 2, ISO 27001, FDA 21 CFR Part 11, GMP, and EU Annex 11. It is sold on multi-year enterprise subscription contracts to R&D-intensive manufacturers in chemicals, advanced materials, pharma/biotech, and food & beverage.
Is Uncountable a public or private company?
Uncountable is a private company. It is classified as venture growth investor backed and is currently operating.
When was Uncountable founded?
Uncountable was founded in 2015. It employs 51 to 100 people.
Where is Uncountable based?
Uncountable is headquartered in San Francisco, United States, in the North America region.
How does Uncountable make money?
Three revenue lines are on record. Enterprise SaaS subscriptions (R&D/QC/PLM/QMS platform licenses) is the primary driver. The others are implementation and configuration services and ongoing post-sale support and account management.
Who are Uncountable's main competitors?
Direct peers on record are Benchling, Dotmatics (Siemens), Sapio Sciences, LabVantage Solutions and IDBS (Danaher). Broad incumbents are Dassault Systèmes BIOVIA, Revvity Signals (formerly PerkinElmer Informatics), Thermo Fisher SampleManager and LabWare. Arvato Systems / Bayer Crop Science (Veeva-like adjacent) is listed as an emerging player.
Does Uncountable have an API?
Yes. REST API and SFTP connections are used by the Uncountable platform to automatically ingest measurements from instruments and equipment. REST APIs or SFTP feeds can automatically ingest data from battery cyclers and laboratory instruments into the platform. No public-facing developer documentation URL, SDK, or model context protocol (MCP) server is referenced in the source material.
What industry is Uncountable in?
Uncountable's product category is Laboratory Informatics Software. 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 7370.