iLabService GTM brain

iLabService sells connected monitoring, lab operations software and edge infrastructure to regulated laboratory teams.

category

Regulated laboratory operations and monitoring

market profile

  • text: Regulated labs must connect physical conditions, equipment and human response into evidence for quality and incident review.
  • text: The company reports over 200 enterprise deployments and 20,000 connected devices, including a Thermo Fisher LabServ white-label deployment.
  • text: Lab IoT and data integration vendors overlap in the market, including Elemental Machines and TetraScience.

personas

  • title: Laboratory operations manager
    pains:
    • Protecting temperature-sensitive samples during nights and weekends
    • Coordinating instrument utilization, maintenance and incidents across sites
  • title: Quality assurance and compliance lead
    pains:
    • Reconstructing who responded to a deviation and when
    • Assembling attributable audit and validation evidence across disconnected systems
  • title: EHS manager
    pains:
    • Connecting gas, oxygen safety and incident data to accountable responders
    • Demonstrating that safety events were handled and reviewed
  • title: Lab infrastructure or equipment partner
    pains:
    • Adding monitoring and service capabilities across customer sites
    • Integrating hardware and software into a deployable service model

icp

  • text: Pharma, biotech, CRO/CDMO, testing and enterprise R&D labs with regulated samples, equipment and documented review requirements.
  • text: Multi-site or instrument-dense enterprises that need a consistent operating record, with a phased rollout from one critical scene.
  • text: Equipment makers and lab service providers seeking OEM, integration or white-label monitoring.

message pillars

  • text: Connect monitoring to evidence for audits and decisions.
  • text: Provide continuous visibility and response context.
  • text: Connect quality, safety and operations workflows.
  • text: Deploy in modules as needs expand.

objections

  • objection: We already have a LIMS, ELN and alarms. Why add another system?
    response: Evaluate whether those systems capture physical conditions, responder ownership and incident evidence together; scope integration in a pilot.
  • objection: Will records satisfy our validation and audit requirements?
    response: Review the proposed ALCOA+ record design, validation package and acceptance criteria with QA for the specific deployment; compliance is not automatic.
  • objection: What happens when connectivity is unreliable?
    response: Discuss the Sci-Edge local response layer and test site-specific offline behavior before deployment.

competitors

  • name: Elemental Machines
    why: Lab IoT monitoring and laboratory data connectivity overlap.
  • name: TetraScience
    why: Lab data integration and instrument connectivity overlap, though product focus differs.

influencers

  • name: Kenny Li
    url: https://www.ycombinator.com/companies/ilabservice
    why: Founder and CEO with laboratory operations experience.

keywords

  • laboratory environmental monitoring system
  • lab equipment monitoring software
  • freezer temperature monitoring compliance
  • lab audit trail software
  • regulated lab operations platform
  • laboratory IoT monitoring
  • ALCOA laboratory records

voice

  • Operational
  • Evidence-oriented
  • Technical and pragmatic

signals

  • text: A regulated lab is preparing for an audit or struggling to reconstruct a sample excursion.
  • text: An organization is adding cold storage, instruments or sites and needs 24-hour visibility without equivalent staffing growth.
  • text: An equipment or lab services provider is building an OEM monitoring offer.

stack

  • Sci-Edge

pricing

model: unknown

motion

sales_led

channels

  • Demo requests
  • Partner channels
  • Events
  • LinkedIn
  • YouTube

confidence

high

Founders

  • name: Kenny Li
    title: Founder
    role: Founder
    bio: I spent years at Agilent and Thermo Fisher watching world-class scientists work around fragmented instruments, files, and workflows. Now I’m building iLabService and SciTuu to give physical science the operational context layer it has been missing, so humans and AI agents can understand what happened in the lab and decide what to do next.
  • name: Jing Wang
    title: Founder
    role: Founder
    bio: Global footprint spanning US, Switzerland, and China; Hack for launching and scaling from inception to operationalization;Navigate the intricacies of business development, governmental negotiations, team building, and implementing IT systems for operation while maintaining total ownership of P&L dynamics. Extensive lab industry acumen was honed during her tenure at Thermo Fisher Scientific in the United States. Currently founder and COO of iLabService (break-even w/140HC)
  • name: Liyang Zhang
    title: Founder
    role: Founder
    bio: Co-founder & CEO of SciOne AI. Co-founder of iLabService (S18). Enterprise technology expert with experience across tech product (Amazon AWS), industry (HSBC Global Chief Application Architect), and consulting (KPMG, PwC) companies.

Back to YC companies