EasyPanel
EasyPanel is a private SaaS platform that uses a proprietary Python-based optimization algorithm to automate multicolor flow cytometry panel design for conventional and spectral cytometers, serving pharmaceutical, biotech, and academic flow core facilities.
- Company typePrivate
- Founded2020
- HeadquartersParis, France
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What EasyPanel does
EasyPanel is a private software company that develops an automated, Python-based platform for designing and optimizing multicolor flow cytometry antibody panels for both conventional and spectral cytometers. Its proprietary algorithm ingests instrument configuration, antigen expression levels, coexpression profiles, commercial product availability, and spillover spread matrices to generate optimized panels of up to 50 colors in roughly 10 seconds, and the platform is positioned as a vendor-agnostic alternative to manual or vendor-biased panel design workflows.
The product is delivered as SaaS (accessed via easypanel.ai and the flow-cytometry.net domain) under annual or semi-annual institution-wide licenses and individual single-seat licenses, with prices calibrated to flow core size, instrument complexity, and trial usage. EasyPanel maintains a continuously updated database of 1.2 million-plus commercial antibody-fluorochrome products from major vendors including BD, Biolegend, ThermoFisher, Miltenyi, Beckman Coulter, and Biotechne, and integrates natively with OMIQ and FCS Express for QC and autofluorescence validation. The customer base of 130+ sites spans 16 of the top 20 largest pharmaceutical companies (including Sanofi and AbbVie), biotechnology firms, and academic flow core facilities such as Albert Einstein College of Medicine, EPFL, Institut Pasteur, and the University of Chicago.
The company was founded in 2020/2021 by immunologists and software developers and operates with a 1-10 person team. It is closely affiliated with the Dotmatics scientific R&D platform — the easypanel.ai website, Terms of Service, and Privacy Policy reference dotmatics.com, and cross-referral links run through the Dotmatics portfolio (GraphPad Prism, Geneious, SnapGene, LabArchives, OMIQ, FCS Express, among others). No funding rounds, ownership changes, or financial figures are publicly disclosed.
EasyPanel firmographics
Firmographics- Name
- EasyPanel
- Legal name
- Dotmatics
- Website
- https://easypanel.ai
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- EasyPanel is a private SaaS platform that uses a proprietary Python-based optimization algorithm to automate multicolor flow cytometry panel design for conventional and spectral cytometers, serving pharmaceutical, biotech, and academic flow core facilities.
- Ownership category
- akta.pro rank
EasyPanel industry classification
Industry- Product category
- Flow cytometry software / Lab informatics
- NAICS
- Analytical Laboratory Instrument Manufacturing (334516)
- SIC
- Industrial Instruments For Measurement, Display, And Control (3823)
- akta.pro primary industry
- Flow Cytometry & Cellular Analysis Diagnostics (HLAHAAAF)
- akta.pro secondary industry
- Lab Analytics, Utilization Management & Operational Intelligence (HLACAMAK)
Keywords
Where EasyPanel is headquartered
LocationHeadquarters
- HQ city
- Paris
- HQ country
- France
- HQ region
- Europe
Markets served
EasyPanel business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations
Revenue model
- Institution-Wide Licenses: Annual or semi-annual institution-wide access licenses granting access to everyone at the institution (anyone with the institution's email domain). License costs depend on flow core size, number and complexity of instruments, and usage rates during the trial period.
- Single-Seat Licenses: Individual single-seat license option available for users who do not need institution-wide access.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Multi-year contract | Institution-Wide License |
| Subscription | Annual | Single-Seat License |
Go-to-market motion1 record
Distribution channels3 records
Marketing channels5 records
EasyPanel product offering
Product offeringCore offering
EasyPanel is an intelligent, automated SaaS platform for designing and optimizing flow cytometry panels. Its proprietary Python-based algorithm takes into account instrument configuration, antigen expression levels, coexpression profiles, commercial product availability, and spillover spread matrices to suggest optimized panels of up to 50 colors in approximately 10 seconds. The platform supports both conventional and spectral cytometers and includes inventory management to minimize external antibody purchases.
Product overview
EasyPanel is a single unified SaaS platform providing intelligent automated flow cytometry panel design. The core EasyPanel product combines an optimization algorithm with inventory management capabilities, enabling automated matching of antigens to fluorochromes based on expression levels, coexpression profiles, and commercial availability. The platform integrates with OMIQ and FCS Express for quality control and spectral signature validation. Key features include fully-automated panel design, cost-minimizing inventory-based design, panel quality assessment scoring, and OMIP gating strategy suggestions. No modular add-ons are offered—all functionality is included within the core platform.
Differentiator
Problem solved
Functional benefit
Products and services
- EasyPanel Intelligent automated flow cytometry panel design SaaS platform. Uses a proprietary optimization algorithm to suggest and design optimized panels of up to 50 colors in approximately 10 seconds, considering instrument configuration, antigen expression levels, coexpression profiles, commercial product availability, and spillover spread matrices. Supports both conventional and spectral cytometers and includes inventory management to minimize external antibody purchases. Licensed by 130+ large pharma, biotech, and academic flow core facilities worldwide, including 16 of the top 20 largest pharma companies.
Quantifiable outcome
- Panels of up to 50 colors designed in approximately 10 seconds
- +2 more outcomes
Companies that use EasyPanel
Customer profileNamed customers12 records
Segments4 records
Ideal customer profiles3 records
EasyPanel technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration2 records
AI capability2 records
Feature10 records
EasyPanel partnerships and signals
Strategic signalPartnerships
Five partnerships are on record, tiered core, flagship and minor.
- OMIQcoreEasyPanel integrates with OMIQ platform for automatic QC/validation of fluorochrome reagent quality. Users can compare actual spectral signatures (experimentally generated on their instrument and uploaded into OMIQ) with expected signatures, and further optimize panels by accounting for autofluorescence spectral signatures from unstained controls.
- FCS Express (De Novo Software)coreEasyPanel integrates with FCS Express for QC/validation of fluorochrome reagents and autofluorescence spectral signature analysis. Allows users to validate the quality of their single-color controls by comparing actual spectral signatures with expected signatures.
- DotmaticsflagshipEasyPanel is part of the Dotmatics scientific R&D platform ecosystem. Dotmatics provides the broader infrastructure including Luma (scientific intelligence platform), and EasyPanel appears on Dotmatics portfolio pages alongside other scientific software integrations.
- Digital OceanminorCloud hosting provider for EasyPanel's infrastructure. EasyPanel is hosted at Digital Ocean alongside AWS for data security.
- AWS (Amazon Web Services)minorCloud hosting provider for EasyPanel's infrastructure. EasyPanel is hosted at AWS alongside Digital Ocean for data security and reliability.
Scale indicators7 records
Recent moves6 records
Expansion highlights5 records
EasyPanel competitors and assessment
Company assessmentOthers
- Dotmatics: Scientific R&D platform that owns EasyPanel's legal entity and is its primary distribution umbrella. Operates Luma and a portfolio of scientific software, providing cross-sell reach and infrastructure dependency.
- SnapGene: Molecular biology software also in the Dotmatics portfolio. Comparable as a scientific SaaS tool sold into the same buyer persona, but not a flow cytometry competitor.
- Geneious (Biomatters): Bioinformatics and antibody discovery software, part of the Dotmatics portfolio alongside EasyPanel. Comparable as a scientific SaaS tool targeting the same pharma/biotech buyer persona, but not directly competing in flow cytometry.
- GraphPad Prism: Statistical analysis and graphing software for scientists, also part of the Dotmatics portfolio. Comparable as a scientific SaaS tool sold into the same institutional buyer base, but not a direct flow competitor.
- LabArchives: Electronic lab notebook, part of the Dotmatics portfolio. Sold to the same research institutions as EasyPanel; serves as a workflow adjacency rather than a direct competitor.
Direct peers
- De Novo Software (FCS Express): Maker of FCS Express, a leading flow cytometry data analysis platform. Direct integration partner of EasyPanel and overlapping in flow cytometry workflow ownership, particularly around QC and spectral signature validation.
- FlowJo (BD Life Sciences): Industry-standard flow cytometry analysis software owned by BD. Competes for flow core facility budgets and could directly threaten EasyPanel if BD ships panel-design functionality into the FlowJo / FlowJo Portal suite.
- OMIQ: Cloud-based cytometry analysis platform. Direct integration partner of EasyPanel and the dominant modern alternative to legacy flow analysis software; competes in the same flow cytometry workflow and is increasingly bundled into Dotmatics portfolio offerings.
- Cytek Biosciences (SpectroFlo): Spectral cytometry instrument vendor whose SpectroFlo software controls panel design and acquisition on its instruments. As the leader in spectral flow, Cytek is the most strategically important potential competitor and partner for EasyPanel.
Broad incumbents
- Beckman Coulter Life Sciences (Cytobank): Acquired Cytobank, a cloud-based cytometry analysis platform. Combines instrument manufacturing with downstream analysis software, creating a bundled alternative to standalone tools like EasyPanel across large pharma and academic cores.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
EasyPanel social profiles
Digital presenceEasyPanel financial estimates
Financial estimateRevenue estimate
Valuation estimate
EasyPanel leadership team
Management profileNumber of profiles
EasyPanel funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
EasyPanel 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 EasyPanel
What does EasyPanel do?
EasyPanel is an intelligent, automated SaaS platform for designing and optimizing flow cytometry panels. Its proprietary Python-based algorithm takes into account instrument configuration, antigen expression levels, coexpression profiles, commercial product availability, and spillover spread matrices to suggest optimized panels of up to 50 colors in approximately 10 seconds. The platform supports both conventional and spectral cytometers and includes inventory management to minimize external antibody purchases.
Is EasyPanel a public or private company?
EasyPanel is a private company. It is classified as corporate owned and is currently operating.
When was EasyPanel founded?
EasyPanel was founded in 2020. It employs 1 to 10 people.
Where is EasyPanel based?
EasyPanel is headquartered in Paris, France, in the Europe region.
How does EasyPanel make money?
Two revenue lines are on record. Institution-Wide Licenses are the primary driver. The others are single-Seat Licenses.
Who are EasyPanel's main competitors?
Others on record are Dotmatics, SnapGene, Geneious (Biomatters), GraphPad Prism and LabArchives. Direct peers are De Novo Software (FCS Express), FlowJo (BD Life Sciences), OMIQ and Cytek Biosciences (SpectroFlo). Beckman Coulter Life Sciences (Cytobank) is listed as a broad incumbent.
Does EasyPanel have an API?
No public API is recorded for EasyPanel.
What industry is EasyPanel in?
EasyPanel's product category is Flow cytometry software / Lab informatics. Its primary akta.pro industry code is HLAHAAAF, Flow Cytometry & Cellular Analysis Diagnostics, with a secondary code of HLACAMAK, Lab Analytics, Utilization Management & Operational Intelligence. Its NAICS code is 334516 and its SIC code is 3823.