Elemental Machines offers a LabOps connectivity platform that combines purpose‑built IoT sensors, cloud‑native software, and AI‑driven analytics to continuously monitor equipment, environmental conditions, and workflow metrics in life‑science labs and manufacturing facilities. The platform provides real‑time, context‑sensitive alerts, interactive floorplan visualizations, and 21 CFR Part 11‑compliant audit trails, enabling proactive maintenance, optimized equipment utilization, and streamlined regulatory compliance.
Funding
$41M raised to dateRaised to date based on public sources. This may differ from the amount the company actually raised and is based only on what is publicly available on the internet.
+4Founders
Product
Problem
Life sciences laboratories and manufacturing facilities often operate with fragmented data collection, delayed alerts, and manual compliance reporting, leading to equipment downtime, compromised experiment reproducibility, and audit risks.
Solution
Elemental Machines provides an integrated LabOps connectivity platform that combines purpose‑built IoT hardware, cloud‑native software, and AI‑driven analytics to deliver continuous, high‑resolution monitoring of equipment, environmental conditions, and workflow metrics. Sensors transmit time‑stamped data via redundant Ethernet, Wi‑Fi, or cellular gateways to a secure cloud where contextual, AI‑informed alerts are generated and delivered to mobile devices. The platform aggregates data across all assets, visualizes it on interactive floorplans, and produces 21 CFR Part 11‑compliant audit trails and custom reports, enabling proactive maintenance, optimized utilization, and streamlined regulatory compliance.
Target Audience
Primary customers are R&D labs, GMP‑regulated manufacturing sites, academic research facilities, and government labs that require continuous monitoring, equipment utilization insights, and regulatory‑ready data management.
Features
- Purpose‑engineered IoT sensors (temperature, humidity, pressure, CO₂, O₂, power) with ultra‑low latency (≥1 sample/15 s) and long‑life battery options
- Redundant gateway hardware offering Ethernet, Wi‑Fi, and cellular failover for uninterrupted data streaming
- Real‑time, context‑sensitive alerting with AI‑derived health scores, escalation workflows, and mobile push notifications
- Interactive floorplan visualization linking physical equipment locations to live status and historical trends
- Comprehensive equipment integration library covering lab instruments, clean‑room devices, ULT freezers, and manufacturing machinery
- Built‑in compliance suite delivering role‑based access, tamper‑evident audit trails, e‑signatures, and 21 CFR Part 11‑ready reporting
- Predictive analytics and machine‑learning models for maintenance forecasting and process optimization
- Open APIs for seamless connection to LIMS, ELN, QMS, MES, and other enterprise systems