Invert

What Invert does

Invert is a SaaS platform that connects bioprocess equipment and unifies manufacturing data for biopharma, synthetic biology, and contract development and manufacturing organization (CDMO) customers, with the stated goal of addressing fragmented process data that consumes over 50% of scientist time. Founded in 2021 and headquartered in Copenhagen, Denmark, the company operates through a Delaware-incorporated legal entity (Invert, Inc.) and targets development and manufacturing teams at biopharma companies. The company monetizes via a SaaS subscription model with an enterprise field sales motion and a "Book a demo" go-to-market; specific pricing tiers are not publicly disclosed.

The platform is organized into four modules — Foundation (core data infrastructure), Enablement (cross-unit-operation analysis), Intelligence (AI-powered analytics), and Integrations (connectors to 35+ bioprocess equipment and software vendors including Sartorius, Cytiva, Eppendorf, Pall, Beckman Coulter, Waters, Agilent, Roche, Benchling, Rockwell Automation, Emerson, and AVEVA). Invert Assist, the flagship AI product, is a natural language interface that allows scientists to analyze and model bioprocess data in real time, with capabilities that span report generation, Python code execution, LaTeX rendering, anomaly detection, predictive modeling, and Skills-based reusable analysis methods. The platform is purpose-built for regulated biomanufacturing, holding ISO 27001, SOC 2 Type 2, 21 CFR Part 11, EU GMP Annex 11, and EU Data Act compliance.

To date, Invert has raised approximately $20.65M in disclosed funding, including a Y Combinator round of $500K in March 2022 and a $20.15M round in July 2024. Named customers include a Top-5 Biopharma with an active digital twin program, a Global Top-10 Biopharma and Biologics CDMO, and a Clinical-Stage In Vivo Cell Therapy Company, with case-study outcomes citing recovery of 3,046 FTE hours per program, $400K in cost avoidance, and operationalization of a $2M+ digital twin investment in under one month.

Name

Invert

Legal name

Invert, Inc.

Website

https://invertbio.com

Company type

Private

Founded year

2021

Operating status

Operating

Headcount range

11–50 employees

Short description

Invert is a SaaS platform that unifies bioprocess equipment data across process development and manufacturing for biopharma, synthetic biology, and CDMO customers, featuring AI-powered analytics and a conversational Invert Assist interface for regulated biomanufacturing environments.

Ownership category

akta.pro rank

Product category

Bioprocess Data Infrastructure Software

NAICS

Other Measuring and Controlling Device Manufacturing (334519)

SIC

Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)

akta.pro industry

PRIMARYIMAHAHAJ

Industrial Automation Software (SCADA, HMI, MES, Historian)

Industrials, Manufacturing & Construction/Industrial Machinery & Heavy Equipment/Industrial Automation & Robotics Equipment

SECONDARYIMAGABAH

Process & Batch Control Software (Recipe Management, ISA-88)

Industrials, Manufacturing & Construction/Electrical Equipment & Industrial Electronics/Industrial Automation & Control Systems (PLCs, SCADA, DCS)

Keywords

• Bioprocess data infrastructure
• Bioprocess data platform
• AI bioprocess analytics
• Biopharmaceutical manufacturing software
• Bioprocess integration software

Headquarters

HQ city

San Francisco

HQ country

United States

HQ region

North America

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. SaaS Platform Subscription: Software-as-a-service platform subscription model for bioprocess data infrastructure and intelligence. Access via app.invertbio.com with separate terms governing platform use.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels7 records

Core offering

Invert is a SaaS platform that connects bioprocess equipment and data sources across process development and manufacturing for biopharma, synthetic biology, and CDMO customers. It unifies fragmented bioprocess data, automates export and normalization, enables AI-driven analysis via the Invert Assist natural language interface, and supports digital twin execution with pre-built integrations to 35+ equipment vendors and software platforms.

Product overview

Invert is a unified bioprocess data intelligence platform consisting of several integrated modules: Foundation (core data infrastructure), Enablement (cross-unit operation analysis), Intelligence (AI-powered analytics and Invert Assist conversational AI), and Integrations (connecting bioprocess equipment and data sources). The platform connects bioprocess equipment across process development and manufacturing, enabling scientists to do better science and move faster. Invert Assist serves as the AI-powered natural language interface that allows scientists to analyze data and model processes in real time using conversational AI, reducing analysis time from months to seconds.

Differentiator

Problem solved

Functional benefit

Brands

• Invert Assist: An AI-powered natural language interface for biopharmaceutical manufacturing that enables scientists to analyze data and model processes in real time in regulated environments.
• Skills
• Invert Alerts

Products and services

• Invert Platform AI-powered bioprocess data infrastructure and intelligence platform that connects bioprocess equipment and data sources across process development and manufacturing. Provides real-time data analysis, modeling, digital twin execution, and reporting for biopharma, synthetic biology, and CDMOs.
• Invert Assist AI-powered natural language interface for biopharmaceutical manufacturing that enables scientists to analyze data and model bioprocesses in real time using conversational AI. Reduces analysis time from months to seconds, is purpose-built for regulated biomanufacturing environments, and is reported to outperform general-purpose AI models on bioprocess-specific tasks.

Quantifiable outcome

• Analysis time reduced from months to seconds
• +5 more outcomes

Named customers3 records

Segments3 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration33 records

AI capability10 records

Feature5 records

Partnerships

28 partnerships are on record, tiered core.

• SartoriuscoreTechnology or IntegrationEquipment integration partner. Sartorius bioreactors and Ambr250 systems integrate with Invert platform for automated data ingestion. Ambr250 integration includes sample events, phase observation events, and automatic run status updates.
• CytivacoreTechnology or IntegrationEquipment integration partner. Cytiva bioprocess equipment integrates with Invert platform for data connectivity.
• EppendorfcoreTechnology or IntegrationEquipment integration partner. Eppendorf bioreactors connect to Invert for data integration.
• Applikon (Getinge)coreTechnology or IntegrationEquipment integration partner. Applikon bioreactors (Getinge) integrate with Invert platform.
• DistekcoreTechnology or IntegrationEquipment integration partner. Distek bioreactor systems integrate with Invert platform.
• Infors HTcoreTechnology or IntegrationEquipment integration partner. Infors HT bioreactors connect to Invert for data integration.
• PallcoreTechnology or IntegrationEquipment integration partner. Pall downstream processing equipment integrates with Invert platform.
• PBS BiotechcoreTechnology or IntegrationEquipment integration partner. PBS Biotech bioreactors integrate with Invert platform.
• Roche CustomBiotechcoreTechnology or IntegrationEquipment integration partner. Roche CustomBiotech products integrate with Invert platform.
• Beckman CoultercoreTechnology or IntegrationEquipment integration partner. Beckman Coulter analyzers integrate with Invert for data connectivity.
• Nova BiomedicalcoreTechnology or IntegrationEquipment integration partner. Nova Biomedical analyzers connect to Invert platform.
• ChemoMeteccoreTechnology or IntegrationEquipment integration partner. ChemoMetec cell counting and analysis equipment integrates with Invert.
• WaterscoreTechnology or IntegrationEquipment integration partner. Waters chromatography and spectroscopy systems integrate with Invert platform.
• AgilentcoreTechnology or IntegrationEquipment integration partner. Agilent analytical instruments integrate with Invert platform.
• Rockwell AutomationcoreTechnology or IntegrationAutomation integration partner. Factory Talk and Rockwell automation systems connect to Invert for MES and process control data.
• EmersoncoreTechnology or IntegrationAutomation integration partner. Emerson process control and automation systems integrate with Invert platform.
• AVEVAcoreTechnology or IntegrationAutomation integration partner. AVEVA (formerly Wonderware) historian and MES systems connect to Invert. Customer reference mentions AVEVA PI integration would have taken 6+ months vs Invert's 3-day implementation.
• BenchlingcoreTechnology or IntegrationELN/Life Sciences R&D software integration partner. Benchling connects with Invert for unified bioprocess data.
• IDBScoreTechnology or IntegrationELN/Life Sciences software integration partner. IDBS E-WorkBook connects with Invert for bioprocess data integration.
• DotmaticscoreTechnology or IntegrationELN/Life Sciences software integration partner. Dotmatics connects with Invert for bioprocess data integration.
• SciNotecoreTechnology or IntegrationELN software integration partner. SciNote ELN connects with Invert for bioprocess data integration.
• Revvity SignalscoreTechnology or IntegrationELN/Life Sciences software integration partner. Revvity Signals connects with Invert for bioprocess data integration.
• LabWarecoreTechnology or IntegrationLIMS integration partner. LabWare LIMS connects with Invert for bioprocess data integration.
• LabVantagecoreTechnology or IntegrationLIMS integration partner. LabVantage LIMS connects with Invert for bioprocess data integration.
• TulipcoreTechnology or IntegrationManufacturing operations platform integration. Tulip connects with Invert for shop floor operations data integration.
• KörbercoreTechnology or IntegrationManufacturing operations platform integration. Körber Business Suite connects with Invert for operations data integration.
• SecurecellcoreTechnology or IntegrationEquipment integration partner. Securecell bioprocess equipment integrates with Invert platform.
• Inductive Automation (Ignition)coreTechnology or IntegrationSCADA/HMI integration partner. Inductive Automation Ignition platform connects with Invert for data integration.

Scale indicators7 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Benchling: Cloud R&D platform for life sciences with bioprocess and ELN capabilities. Direct competitor for unified bioprocess and process development data, and an existing integration partner of Invert, making the overlap on bioprocess workflows material.
• TetraScience: Life sciences R&D data cloud focused on harmonizing scientific data from instruments and lab systems. Competes head-on with Invert on bioprocess data infrastructure, AI-readiness, and integration with biopharma instrument fleets.

Broad incumbents

• Sartorius: Global bioprocess equipment vendor (including Ambr250) increasingly bundling data and digital biomanufacturing software with bioreactor sales. Represents the most consequential incumbent threat: a vendor with installed-base leverage that could bundle competing digital-twin and data-integration offerings.
• Cytiva: Major bioprocess equipment and solutions provider whose instruments connect to Invert today. As Cytiva expands its digital and software portfolio, it could compete directly with Invert on bioprocess data infrastructure for the same accounts.
• AVEVA: Industrial data historian and MES platform (PI System) used across biopharma. Invert's customer reference explicitly contrasts its 3-day go-live against AVEVA PI's 6+ months, making AVEVA the primary legacy competitor for bioprocess digital-twin and time-series data initiatives.

Emerging players

• Scitara: Lab and scientific data integration platform (Scitara DLX) focused on connecting instruments and lab systems. Overlaps with Invert on instrument integration and data harmonization in biopharma labs and process development.
• Dotmatics: Life sciences R&D data platform (ELN, data management) increasingly targeting biologics and process development workflows. An existing Invert integration partner, but also a partial competitor for unified bioprocess and analytical data.
• IDBS: Provider of E-WorkBook ELN and bioprocess data management solutions used in biopharma. Comparable to Invert on process development data capture and bioprocess-centric ELN/LIMS workflows.
• Tulip: Frontline operations / manufacturing app platform deployed in biopharma and cell therapy. An existing Invert integration partner for shop-floor data, and a partial competitor for the manufacturing-side data layer where Invert is expanding.

Others

• LabVantage: Enterprise LIMS used in biopharma labs and manufacturing. A neighboring data-management system that, combined with instrument integrations, can substitute for some of Invert's foundation/enablement layers in lower-complexity environments.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/invertinc

Compliance6 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles8 records

Funding overview

Funding rounds3 records

Investors3 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 Invert