What Labfront does

Labfront (legal entity Kiipo Co.) is a cloud-based research data platform founded in 2021 and headquartered in Boston with operational presence in Taiwan. The platform aggregates high-resolution physiological sensor data from consumer and medical-grade wearables (Garmin smartwatches using Enhanced BBI for HRV, Movesense ECG and IMU sensors, Dexcom CGM), Ecological Momentary Assessment (EMA) surveys, and participant task events into a single, IRB-approved, HIPAA/GDPR/SOC-compliant workflow for academic and clinical researchers. Core modules cover data collection, participant management (with a real-time adherence dashboard and push-notification reminders), analytics (pre-built HRV and sleep reports plus an On-Demand Analytics Service staffed by Harvard Center for Dynamical Biomarkers alumni using DFA and MSE methods), and secure cloud storage on AWS S3 Glacier in Virginia. A mobile companion app for iOS and Android handles participant-side data collection.

The business operates a SaaS model with annual subscriptions tiered at free Tester (up to 5 participants), Basic ($500/yr, 20 participants, single device), and Advanced ($1,250/yr, 20 participants, unlimited integrations and high-resolution BBI data), supplemented by paid analytics services and partner-driven discount programs through the American Physiological Society, Sleep Research Society Foundation, 500 Global, and MassChallenge. Go-to-market is product-led and community-driven: a free tier lowers entry friction, while the Human Science Podcast, Labfront Academy (8-part Sleep Series), Research Collaborator Program, grants program, and case-study library build academic credibility and word-of-mouth. Since launch, Labfront has reportedly served 2,000+ researcher accounts across 150+ institutions and 20+ countries, including Stanford, Harvard, Yale, MIT, NIH, Mayo Clinic, Duke Health, Cleveland Clinic, and the University of Bern. Total disclosed funding is approximately $2.1 million across three rounds in 2021–2022.

Name

Labfront

Legal name

Kiipo Co.

Website

https://labfront.com

Company type

Private

Founded year

2021

Operating status

Operating

Headcount range

11–50 employees

Short description

Labfront (Kiipo Co.) is a cloud-based research platform that aggregates wearable sensor data (Garmin, Movesense, Dexcom), EMA surveys, and participant management into an IRB-approved, HIPAA/GDPR-compliant workflow for academic and clinical researchers. The company serves 2,000+ researcher accounts across 150+ institutions in 20+ countries.

Ownership category

akta.pro rank

Product category

Clinical Research Software / Research Data Platform

NAICS

Other Scientific and Technical Consulting Services (541690)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

Clinical Trial Informatics (EDC/CTMS/eCOA/eTMF) (HLAGAJAM)

akta.pro secondary industries

Lab Middleware, Instrument Connectivity & Automation (HLACAMAI), Chronic Care & Remote Patient Monitoring (RPM) Platforms (HLALABAF)

Keywords

• Wearable research platform
• Physiological data collection
• Digital biomarker analytics
• Clinical research software
• Remote study data platform

Headquarters

HQ city

Boston

HQ country

United States

HQ region

North America

Offices3 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. SaaS Platform Subscriptions: Labfront generates revenue through annual SaaS subscription plans (Tester, Basic, Advanced) billed in advance. Plans are tiered by participant capacity, device integrations, and data resolution. The Advanced plan includes high-resolution data (BBI for HRV, sleep actigraphy) and unlimited device integrations. Professional analytics services are sold as add-on packages (HRV Report, Sleep Report, On-Demand specialized analytics service).

Pricing tiers

Go-to-market motion2 records

Distribution channels5 records

Marketing channels8 records

Core offering

Labfront is an all-in-one, IRB-approved SaaS research platform that aggregates high-resolution physiological data from wearables (Garmin, Movesense, Dexcom), EMA-based surveys, and participant event tracking into a single, HIPAA/GDPR/SOC-compliant workflow for academic and clinical researchers. The platform also bundles a participant-facing mobile companion app, real-time adherence dashboards, pre-built validated analytics reports on HRV and sleep, and on-demand expert analytics services drawing on Harvard's Center for Dynamical Biomarkers methodologies.

Product overview

Labfront is a unified all-in-one research platform designed for real-world physiological data collection in academic and clinical research settings. The platform integrates a participant-facing Labfront Companion App (iOS/Android) with a researcher dashboard to manage the complete research workflow. The core platform provides four interconnected modules: (1) Data Collection including Physiological Data (from Garmin, Movesense, Dexcom), EMA Surveys, and Event Tracking; (2) Participant Management with Task Management and Adherence Tracking dashboards; (3) Data Analytics offering pre-built Analytics Reports, On-Demand Analytics Service with Harvard-level DFA/MSE methods, and a forthcoming Data Visualizer; and (4) Data Storage with secure cloud infrastructure. The Labfront Academy (educational content hub) and Human Science Podcast (researcher interview series) serve as complementary sub-brands. Developer Access [Beta] enables raw data access for custom integrations.

Differentiator

Problem solved

Functional benefit

Brands

• Human Science Podcast: A podcast by Labfront that uncovers the personal stories and passions behind the science that touches us all, bringing the human side of research to the forefront.

Products and services

• Labfront Platform All-in-one SaaS research platform for academic and clinical researchers that aggregates high-resolution physiological data from wearables (Garmin, Movesense, Dexcom), EMA survey responses, and participant event tracking into a single IRB-approved, HIPAA/GDPR/SOC 1/2/3-compliant workflow with participant management, task management, real-time adherence dashboards, and secure cloud data storage.
• Labfront Companion App Mobile companion application for iOS and Android used by research participants to complete assigned tasks, sync wearable data (Garmin, Movesense, Dexcom), receive reminder push notifications, and submit event/survey data to research projects. Distribute via the Apple App Store and Google Play Store.
• On-Demand Analytics Service Professional add-on analytics service in which Labfront's expert analytics team (alumni of Harvard's Center for Dynamical Biomarkers) performs specialized analysis using digital biomarkers and non-linear methods such as DFA (Detrended Fluctuation Analysis) and MSE (Multiscale Entropy) on researchers' physiological datasets, sold separately from subscription plans.
• Human Science Podcast A Labfront-branded podcast that uncovers the personal stories and passions behind science, featuring researchers who use the Labfront platform across disciplines such as addiction, workplace resilience, sports technology, and mental health; distributed via Apple Podcasts, Spotify, Pocket Casts, and Podcast Addict.

Quantifiable outcome

• Participant adherence above 90% maintained throughout 90-day remote study with 124 participants using Labfront's adherence management tools.
• +3 more outcomes

Named customers10 records

Segments5 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration3 records

AI capability2 records

Feature5 records

Partnerships

Eleven partnerships are on record, tiered core, secondary and minor.

• ThoughtFullcoreStrategic or Co-development PartnerLabfront and ThoughtFull co-launched Project Cheria, a 124-participant, 90-day research study combining mental health therapy (via ThoughtFullChat app) with digital biomarker monitoring (Garmin Venu SQ) to examine the effectiveness of integrating physiological data (HRV, sleep, activity) into mental health interventions. The study demonstrated significant clinical improvements in participants' emotional state.
• GarmincoreTechnology or IntegrationGarmin devices (smartwatches, wearables) integrate with Labfront's platform to provide physiological sensor data including HRV, sleep staging, movement tracking, blood glucose (via Dexcom), and interbeat interval. Garmin's Enhanced BBI (eBBI) technology provides near-ECG accuracy for HRV measurements. Labfront's validation research (2026) confirms research-grade accuracy of Garmin Gen 4+ devices with eBBI. Garmin Research Library references 700+ studies conducted with Garmin wearables.
• MovesensecoreTechnology or IntegrationMovesense ECG, heart rate, and motion-sensing devices integrate with Labfront's platform. Movesense sensors are used as ECG reference devices in Labfront's validation research. The open development environment from Finland enables researchers to capture high-resolution data.
• DexcomsecondaryTechnology or IntegrationDexcom CGM (continuous glucose monitoring) devices integrate with Labfront's platform, enabling researchers to capture blood glucose data alongside other physiological metrics from Garmin and Movesense devices.
• American Physiological Society (APS)secondaryGTM or Marketing PartnerAPS (10,000+ member global community of biomedical scientists and educators) offers a discount on Labfront plans to its members. APS advance scientific discovery and improve health through collaboration; Labfront provides a technology platform for members conducting physiological research.
• Sleep Research Society Foundation (SRS Foundation)secondaryGTM or Marketing PartnerSRS Foundation advances sleep and circadian science through education, research, and collaboration. Offers a discount on Labfront plans to its members, who conduct sleep and circadian research that can leverage Labfront's actigraphy and sleep analytics capabilities.
• 500 GlobalminorGTM or Marketing Partner500 Global is a venture capital firm that has backed 5,000+ founders in 81 countries. Offers a discount on Labfront plans, likely to portfolio companies in health/wearable tech sectors.
• MassChallengeminorGTM or Marketing PartnerMassChallenge is a non-profit global startup accelerator network operating in 18 countries, supporting 3,000+ startups. Offers a discount on Labfront plans to health-tech and research-tech startups in its portfolio.
• RookQS (Rook Quality Systems)minorImplementation/ SI/ Consulting PartnerRook Quality Systems provides regulatory consulting for medical device companies, specializing in FDA regulations, MDSAP audits, ISO 13485:2016 compliance, and MDR conformity. Offers a free 30-minute SaMD (Software as a Medical Device) consultation to Labfront customers needing regulatory guidance.
• ColabraminorGTM or Marketing PartnerColabra is a scientific project management and R&D workflow visibility platform. Offers a 1-year subscription to Labfront customers, connecting Labfront's data collection with Colabra's experiment lifecycle management and research insight capabilities.
• SeekrTech (Forest App)minorGTM or Marketing PartnerSeekrTech (creator of Forest, SleepTown, WaterDo apps) offers lifetime access to Forest App to Labfront customers, providing mindfulness and focus tools that complement wellness research conducted on the Labfront platform.

Scale indicators5 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• ActiGraph: ActiGraph builds research-grade wearable activity monitors and a data analytics platform (CentrePoint) for academic and clinical research. Most direct competitor to Labfront in the wearable-data-for-research space, though with proprietary hardware rather than a multi-OEM approach.
• VivoSense: VivoSense develops wearable biosensor analytics and digital biomarker solutions for clinical research and pharmaceutical trials. Closely comparable in coupling validated physiological analytics with pharma-grade research workflows.
• Empatica: Empatica sells medical-grade wearable sensors (EpiMonitor, E4) and a cloud research platform used in clinical and academic studies. Comparable in combining research-grade physiology devices with a participant-facing data platform.

Emerging players

• Castor: Castor offers an EDC/ePRO/eCOA platform increasingly used in academic and hybrid decentralized trials. Competes with Labfront for digital data capture in research studies, though focused on forms rather than wearable sensor fusion.
• ObvioHealth: ObvioHealth runs a decentralized clinical trial platform with mobile data collection and wearable integrations. Comparable in enabling remote, real-world data capture for clinical studies using participant apps and connected devices.
• REDCap: REDCap is a widely adopted open-source electronic data capture platform hosted at Vanderbilt. The default academic research alternative, often used by the same investigator profiles Labfront targets; differentiates on wearable sensor integration.
• Evidation Health: Evidation operates a health research platform aggregating wearable and survey data from consenting participants (the Achievement app). Comparable in using consumer wearables to power real-world health research studies at scale.

Broad incumbents

• Clario: Clario (post-ERT/CRF merger) is a broad incumbent in eCOA, imaging, and clinical endpoint technologies for pharma trials. Overlaps with Labfront on wearable-derived endpoints and decentralized trial data collection for clinical research.
• Medidata: Medidata (Dassault Systèmes) provides enterprise clinical trial platforms (Rave EDC, eCOA, CTMS). Overlaps with Labfront in clinical trial data capture and management, particularly as Medidata expands into sensor/wearable data integration.
• Signant Health: Signant Health provides eCOA and patient-centric clinical trial technologies used by global pharma sponsors. Overlaps with Labfront in capturing patient-reported and sensor-based data within regulated clinical research workflows.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/labfront1
• Facebookfacebook.com/LabfrontOfficial
• LinkedInlinkedin.com/company/labfrontbykiipo

Compliance9 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds3 records

Investors

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 Labfront