What Emerald Cloud Lab does

Emerald Cloud Lab (ECL), founded in 2010 and headquartered in Austin, Texas, operates a cloud-based, fully automated life sciences laboratory platform that lets scientists design, execute, and analyze experiments remotely. The physical facility houses more than 200 instrument models — spanning HPLC, FPLC, GC, mass spectrometers, NMR, PCR, qPCR, ddPCR, ELISA, SPR/BLI, Western Blots, flow cytometry, and others — all controlled through a single unified software interface called ECL Command Center. A proprietary Lab Execution System automates techniques traditionally considered unfriendly to automation (stock solution generation, solid handling, rotovaping, speedvacing, lyophilization), and ECL Constellation captures and annotates every experiment with ALCOA+-compliant metadata, consolidating data management, ELN, LIMS, LES/MES, QMS, and ERP functions into one platform.

ECL targets five customer segments: pharmaceutical and biotech R&D organizations (drug discovery, protein production, synthetic biology, DMPK, CMC, translational medicine); academic institutions (graduate teaching and remote research); contract research organizations (outsourced research, diagnostics, material science); and consumer products companies (formulation, stability, compendial testing). The commercial model is subscription-based with annual billing, layered with usage-based monthly invoicing, and includes academic packages, comprehensive subscriptions, and bespoke enterprise facilities operated by ECL. Distribution is primarily direct enterprise sales with a self-serve component via the downloadable ECL client and a public API for programmatic access. The platform runs on AWS infrastructure and embeds Wolfram Mathematica for analytical workloads.

The company is privately held, has raised approximately $92M in disclosed funding across rounds from 2010 through 2019, employs 101–250 people, and is led by co-founder and co-CEO D.J. Kleinbaum. Reported customer outcomes include up to 40% cost reductions in protein-production studies and research timelines compressed from months to days.

Name

Emerald Cloud Lab

Legal name

Emerald Cloud Lab, Inc.

Website

https://emeraldcloudlab.com

Company type

Private

Founded year

2010

Operating status

Operating

Headcount range

101–250 employees

Short description

Emerald Cloud Lab operates a remotely controlled, fully automated life sciences laboratory platform in Austin, TX, serving pharmaceutical, biotech, academic, CRO, and consumer-products customers through subscriptions and usage-based fees. Its ECL Command Center software controls 200+ instrument models and integrates data, ELN, LIMS, and QMS functions.

Ownership category

akta.pro rank

Product category

Cloud Laboratory Services

NAICS

Analytical Laboratory Instrument Manufacturing (334516), Computer Systems Design and Related Services (5415)

SIC

Laboratory Analytical Instruments (3826), Services-Commercial Physical & Biological Research (8731)

akta.pro primary industry

Lab Automation, Instrument Control & Workflow Orchestration Software (HLAGAJAG)

akta.pro secondary industries

Lab Middleware, Instrument Connectivity & Automation (HLACAMAI), Lab Analytics, Utilization Management & Operational Intelligence (HLACAMAK), AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF), Knowledge Management & Scientific Collaboration / Literature Intelligence (HLAGAJAN)

Keywords

• Cloud laboratory services
• Automated life science research
• Remote laboratory access
• Biotech research automation
• Drug discovery platform

Headquarters

HQ city

Austin

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

Infrastructure, Personnel, Technology or R&D, Operations, Marketing or Sales, Supply Chain

Revenue model

1. Cloud Lab Access Subscriptions: Subscription-based access to cloud laboratory services with various account tiers including academic packages, comprehensive subscriptions, and enterprise facilities built and operated by ECL. Upfront payment required for pilot and subscription accounts.
2. Usage-based Utilization: Pay-per-use model for laboratory services with monthly invoicing for utilization fees in addition to subscription costs.

Pricing tiers

Go-to-market motion1 record

Distribution channels3 records

Marketing channels4 records

Core offering

Emerald Cloud Lab operates a fully software-controlled, highly automated life science laboratory that allows scientists to design, execute, and analyze experiments remotely from anywhere. The platform unifies over 200 different instrument models (HPLC, NMR, mass spectrometers, flow cytometers, PCR, etc.) behind a single remote-control interface (ECL Command Center) and an automatically annotated knowledge base (ECL Constellation), and operates the facility 24/7/365 on a subscription and usage-based basis.

Product overview

Emerald Cloud Lab offers ECL, a cloud-based life science research laboratory platform. The core offering consists of the ECL platform itself—a fully automated, remotely controlled laboratory equipped with over 200 instrument models. This is complemented by ECL Command Center, which serves as the unified software interface providing data analysis and visualization with over 4,500 functions, and ECL Constellation, a knowledge base that manages metadata and data integrity. The platform supports research across pharmaceutical R&D, biotech, DMPK, translational medicine, consumer products, CMC, compendial testing, diagnostics, material science, and AI-driven laboratory research. Users can also access a virtual tour of the facility and download client software to interact with the platform.

Differentiator

Problem solved

Functional benefit

Brands

• ECL Command Center: Single unified software interface for controlling the entire laboratory operations remotely.
• ECL Constellation

Products and services

• Emerald Cloud Lab (ECL) Platform
• ECL Command Center
• ECL Constellation

Quantifiable outcome

• Cost reductions of up to 40% in protein-production studies
• +2 more outcomes

Named customers5 records

Segments4 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability5 records

Feature4 records

Partnerships

Two partnerships are on record, tiered core.

• Amazon Web Services (AWS)coreTechnology or IntegrationECL operates on AWS infrastructure and customers must comply with AWS Amazon Agreement terms of service. AWS provides the cloud computing infrastructure that enables ECL's remote laboratory operations.
• Wolfram ResearchcoreTechnology or IntegrationECL utilizes Wolfram Mathematica services and customers must comply with Wolfram Mathematica Agreement terms. Wolfram tools may be used for computational and analytical capabilities within the platform.

Scale indicators3 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Strateos: Strateos operates a cloud-based, remotely controlled life-science laboratory platform targeting pharma and biotech R&D with subscription-style access — the closest direct competitor to ECL's value proposition and go-to-market motion.
• Culture Biosciences: Culture Biosciences runs cloud bioreactors and fermentation services for biopharma process development, sharing ECL's subscription + cloud-lab model and target customer (biotech R&D teams needing remote wet-lab capacity).
• Transcriptic: Transcriptic pioneered the cloud-lab category with on-demand robotic biology lab services to pharma and biotech — a precursor and direct conceptual competitor to ECL's instrument-orchestration platform.

Emerging players

• Arctoris: Arctoris offers a cloud lab platform focused on drug-discovery experimental data generation, overlapping with ECL's pharma/biotech use cases but with a narrower biology-centric scope.
• Synthace: Synthace provides a lab automation software platform (Antha) that orchestrates experiments across liquid handlers and instruments — closely aligned with ECL Command Center's workflow orchestration functionality for life sciences.
• Benchling: Benchling is the leading cloud ELN/LIMS platform for biotech R&D. While not a physical lab, it competes for the data management/workflow layer that ECL Constellation addresses and is frequently evaluated alongside ECL by biotech IT buyers.

Broad incumbents

• Ginkgo Bioworks: Ginkgo operates large-scale, code-driven biological engineering infrastructure including extensive lab automation. While broader in scope (cell engineering foundry), it competes for similar synthetic biology and biotech R&D spend.
• Thermo Fisher Scientific: Thermo Fisher is the dominant analytical instrument and lab-software vendor. Its instruments and informatics offerings (Chromeleon, SampleManager) are often the incumbent stack customers replace or augment with ECL.
• Agilent Technologies: Agilent supplies HPLC, GC, mass spectrometry, and lab-automation solutions widely used in pharma/biotech R&D. Its OpenLab software suite competes with portions of the ECL Command Center analytics/ELN stack.
• Danaher (Beckman Coulter): Danaher's Beckman Coulter life-sciences division provides liquid handlers, automation workcells, and informatics used in pharma labs — overlapping with ECL's instrument-control and lab-execution capabilities and offering an enterprise alternative.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights6 records

Customer concentration

• Xx.com/emeraldcloudlab
• Facebookfacebook.com/1816942491882709

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds6 records

Investors9 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Emerald Cloud Lab