Predictive Maintenance & Asset Health
Part of Augmented Operations · updated September 23, 2026
30
Companies tracked
15
With verified customers
$710M
Capital raised
2018
Median founded
The companies
74 verified customer relationships across 9 countries
| Company | Focus | HQ | Founded | Raised | Verified customers |
|---|---|---|---|---|---|
| COSMODOT | AI Traceability Systems Industrial AI Code | United States | 2020 | $0M | 17 |
| MachineMetrics | Industrial data platform for machine monitoring and predictive maintenance | United States | 2014 | $38M | 8 |
| Raven.ai | OEE & Downtime Tracking | Canada | 2013 | $21M | 6 |
| Factory AI | Predictive Maintenance & Asset Health | Australia | 2023 | <$1M | 6 |
| Augury | Industrial AI, IoT, Predictive Maintenance, Machine Health | United States | 2011 | $370M | 5 |
| Akselos | Physics Based Digital Twins | Switzerland | 2012 | $29M | 5 |
| Samotics | Electrical signature based condition monitoring | Netherlands | 2015 | $22M | 5 |
| Obeia | brand awareness low versus established CMMS and EAM vendors | France | 2024 | $6M | 5 |
| MatAlytics | Industrial AI, Power Gen | United Kingdom | 2023 | $2M | 4 |
| Corrosion Radar | Corrosion under insulation monitoring and analytics | United Kingdom | 2016 | $13M | 3 |
| FINDIQ | Knowledge Management | Germany | 2022 | $6M | 3 |
| flowsight | Predictive Maintenance | Germany | 2022 | $6M | 3 |
| remberg | AI-driven CMMS and maintenance platform | Germany | 2018 | $34M | 2 |
| AireXpert | Aircraft maintenance collaboration and MRO workflow | United States | 2018 | $3M | 1 |
| DIMATE | NDT inspection data management and PACS for heavy industry | Germany | 2017 | $2M | 1 |
| Nanoprecise Sci Corp | AI + IIoT predictive maintenance with a 6-in-1 sensor (vibration/temp/acoustic/R | Canada | 2017 | $52M | — |
| UpKeep | Mobile CMMS | United States | 2017 | $50M | — |
| TWAICE | AI Vision QA & Inspection | Germany | 2018 | $40M | — |
| KavAI | Predictive Maintenance and Industrial Safety | United States | 2020 | $7M | — |
| NarrativeWave | Predictive Analytics | United States | 2014 | $4M | — |
| KCF Technologies | Wireless Vibration Monitoring and Machine Health | United States | 2000 | $4M | — |
| IndustrialML | Smart-factory platform integrating human/machine/material data | United States | 2018 | $3M | — |
| Fibrx | Structural health monitoring and corrosion detection | United States | 2022 | <$1M | — |
| Aidentyx | APM/industrial-AI | United States | 2022 | $0M | — |
| Amygda | Industrial AI predictive maintenance for transport | United Kingdom | 2018 | $0M | — |
| Control Seat | Predictive Maintenance | United States | 2025 | $0M | — |
| Datasaki | AI-native 'virtual reliability engineer' | India | 2025 | $0M | — |
| Inkwell Data, Ltd | Altior industrial IoT data PaaS for digital twins and OT data routing | United Kingdom | 2019 | $0M | — |
| Neuralix | AI operational-intelligence | United States | 2023 | $0M | — |
| Talos | Predictive maintenance for power infrastructure | United States | 2026 | $0M | — |
Ordered by evidence: verified customers first, then capital raised. A verified customer relationship is one confirmed against a named source and joined by database record ID, never by name matching — customer names themselves are not published. An em dash means no public evidence found, which is not the same as none existing. Active companies only.