Which startups have raised the most funding in the predictive maintenance market?
This constantly refreshed list ranks the top startups in the predictive maintenance market by cumulative funding raised.

In our updated market reports, you will find everything you need
The predictive maintenance market includes software, sensors, industrial AI, fleet intelligence, renewable asset monitoring, and maintenance workflow platforms.
We update this list every month so founders, investors, and operators can track the best-funded companies in the space.
The ranking is based on cumulative funding raised, with confidence labels used to show how complete each public funding record appears.
A quick summary table
| Metric | Value |
|---|---|
| Most funded startup | Fleetio, $624M |
| Second most funded startup | Augury, $369M |
| Largest funding round | Fleetio, $454M Series D |
| Median funding | $23M |
| Share of funding captured by the top 10 | About 59.7% |
| Median time since last round | About 2 years and 11 months |
| Startups that raised funding in the last 12 months | 10 startups |
| Predictive maintenance startups tracked | 73 startups |
| Active predictive maintenance startups | 54 startups |
| Predictive maintenance exits identified | 17 acquired companies and 2 IPO companies |
Top startups in the predictive maintenance market ranked by total funding raised
Here is an updated table that ranks the top startups in the predictive maintenance market based on the total amount of funding they have raised to date.
The table also includes the total number of funding rounds, the date and size of the latest round, the financing type (e.g. Series A, equity financing), key investors, the startup’s current status (active, IPO, acquired, or shut down), and a confidence score based on the data collected.
| # | Startup | What They Do | Total Raised ($) | Total Rounds | Last Round Date | Last Round Amount ($) | Last Round Type | Key Investors | Current Stage | Confidence |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Fleetio | Fleet maintenance management software | $624M | 5 | March 2025 | $454M | Series D | Elephant, Goldman Sachs Alternatives | Active | Strong |
| 2 | Augury | Industrial AI machine health | $369M | 8 | February 2025 | $75M | Series F | Lightrock, Insight Partners, Eclipse | Active | Full |
| 3 | SparkCognition | Industrial AI predictive analytics | $300M | 6 | January 2022 | $123M | Series D | March Capital, Doha Venture Capital, B. Riley | Active | Partial |
| 4 | Uptake | Industrial predictive analytics platform | $282M | 6 | 2018 | Undisclosed | Series D extension | Plug and Play Tech Center | Active | Strong |
| 5 | MaintainX | Maintenance operations software | $254M | 5 | July 2025 | $150M | Series D | Bessemer Venture Partners, Bain Capital Ventures, D. E. Shaw Ventures | Active | Full |
| 6 | TRACTIAN | AI maintenance operations platform | $196M | 5 | December 2024 | $120M | Series C | Sapphire Ventures, General Catalyst, Next47 | Active | Strong |
| 7 | Shift5 | Onboard data operational intelligence | $181M | 5 | September 2025 | $75M | Series C | Hedosophia, Insight Partners, Center 15 Capital | Active | Strong |
| 8 | AssetWatch | Condition monitoring for manufacturers | $173M | 21 | April 2025 | $75M | Series C | Viking Global Investors, Wellington Management, G2 Venture Partners | Active | Partial |
| 9 | Everactive | Batteryless industrial IoT sensors | $155M | 8 | August 2024 | $11M | Later-stage / undisclosed | Fluke, 3M, Ericsson | Active | Partial |
| 10 | Omnidian | Solar performance protection plans | $148M | 7 | April 2025 | $87M | Series C | B Capital, Activate Capital, IA Capital | Active | Partial |
| 11 | Konux | Railway AI predictive maintenance | $131M | 5 | January 2021 | $80M | Series C | Sanno Capital, Athos, NEA | Active | Strong |
| 12 | SkySpecs | Wind asset inspection analytics | $129M | 6 | March 2025 | $20M | Series D extension | Goldman Sachs, McRock Capital, Statkraft Ventures | Active | Strong |
| 13 | Limble CMMS | CMMS asset maintenance platform | $94M | 3 | June 2024 | $20M | Series B extension | Goldman Sachs Growth Equity | Active | Partial |
| 14 | Sight Machine | Manufacturing analytics platform | $86M | 6 | January 2024 | Undisclosed | Undisclosed / later-stage | LS Group, Jump Capital, GE Ventures | Active | Partial |
| 15 | Humatics | Microlocation for machines and transit | $76M | 3 | September 2020 | $30M | Series B | Blackhorn Ventures, Tenfore Holdings, Fontinalis Partners | Active | Strong |
| 16 | I-care Group | Industrial machine health services | $73M | 4 | December 2025 | $23M | Series C / shareholder round | Sambrinvest, SRIW, CPH Banque | Active | Strong |
| 17 | Odysight.ai | Visual sensing predictive maintenance | $70M | 5 | February 2025 | $24M | Public offering | Public investors, Benchmark Company, Mori Arkin | IPO | Strong |
| 18 | Infinite Uptime | AI industrial equipment monitoring | $69M | 11 | March 2025 | $35M | Series C | Avataar Ventures, StepStone Group, LGVP | Active | Strong |
| 19 | relayr | Industrial IoT data platform | $66M | 4 | February 2018 | $30M | Series C | DTCP, B37, Munich Re | Acquired | Strong |
| 20 | Raptor Maps | Solar asset management software | $62M | 4 | December 2024 | $35M | Series C | Maverix Private Equity, MKB, Blue Bear Capital | Active | Strong |
| 21 | Fiix | Cloud CMMS maintenance software | $57M | 4 | January 2019 | $40M | Series C | Georgian Partners, BuildGroup, MaRS IAF | Acquired | Strong |
| 22 | Intangles | Predictive fleet intelligence | $53M | 8 | October 2025 | $30M | Series B | Avataar Ventures, Baring India PE, Cactus Partners | Active | Partial |
| 23 | Fracttal | AI asset maintenance software | $52M | 5 | January 2026 | $35M | Series C / Growth | Riverwood Capital, Seaya Ventures, Kayyak | Active | Strong |
| 24 | Nautilus Labs | Maritime voyage optimization AI | $49M | 3 | March 2022 | $34M | Series B | M12, Microsoft Climate Innovation Fund | Acquired | Partial |
| 25 | UpKeep | Mobile CMMS platform | $49M | 4 | May 2020 | $36M | Series B | Insight Partners, Emergence Capital, Battery Ventures | Active | Full |
| 26 | SensorFact | Industrial energy monitoring SaaS | $48M | 4 | July 2023 | $28M | Series B / Series C | Blume Equity, FORWARD.one, Korys | Acquired | Strong |
| 27 | Nanoprecise | AI predictive maintenance sensors | $48M | 5 | March 2025 | $38M | Series C, mixed | Yaletown Partners, BDC Capital, EDC | Active | Partial |
| 28 | Facilio | Property operations maintenance software | $43M | 3 | February 2022 | $35M | Series B | Dragoneer Investment Group, Brookfield Growth, Accel | Active | Full |
| 29 | Seebo | Predictive quality for manufacturers | $41M | 5 | March 2021 | $15M | Series B extension | Vertex Ventures, 10D, The Phoenix | Acquired | Strong |
| 30 | OnePredict | Industrial AI asset diagnostics | $40M | 3 | March 2022 | $25M | Series C | Atinum Investment, Stonebridge Ventures, KDB | Active | Strong |
| 31 | MachineMetrics | Industrial machine data platform | $38M | 4 | June 2021 | $20M | Series B | Teradyne, Ridgeline Ventures, Tola Capital | Active | Strong |
| 32 | MakinaRocks | Industrial physical AI software | $37M | 3 | May 2026 | $26M | IPO | Hyundai Motor, LG Technology Ventures, Applied Ventures | IPO | Partial |
| 33 | Worldsensing | Wireless infrastructure monitoring systems | $35M | 16 | March 2023 | $7M | Series D | Bentley Systems, ETF Partners, McRock Capital | Active | Partial |
| 34 | Arundo Analytics | Analytics for heavy industry | $33M | 4 | January 2018 | $25M | Series A | Arctic Fund Management, Horizon Ventures, Northgate Capital | Active | Partial |
| 35 | Akselos | Physics-based digital twins | $29M | 5 | September 2025 | Undisclosed | Growth / PE | GRO Capital | Active | Partial |
| 36 | Clir Renewables | Renewable asset optimization software | $29M | 4 | March 2024 | $3M | Funding round | Tokio Marine HCC, Longbow Capital, ArcTern Ventures | Active | Partial |
| 37 | Samotics | Electrical asset condition monitoring | $23M | 5 | December 2021 | $16M | Series A | 83North, ABB, ENGIE | Active | Partial |
| 38 | Vanti Analytics | No-code manufacturing AI | $22M | 3 | January 2022 | $16M | Series A | Insight Partners, True Ventures, MoreVC | Active | Strong |
| 39 | UptimeAI | AI plant monitoring software | $19M | 3 | July 2024 | $14M | Series A | WestBridge Capital, Emergent Ventures, Aditya Birla Ventures | Active | Partial |
| 40 | Donecle | Drone aircraft inspection automation | $19M | 3 | April 2026 | $12M | Series A / Growth | IRDI Capital, SWEN Capital, GSO Innovation | Active | Partial |
| 41 | Enertiv | Building operations intelligence | $17M | 5 | May 2022 | $9M | Series A | Commonweal Ventures, GroundBreak Ventures, Fifth Wall | Active | Strong |
| 42 | Prescinto | Renewable asset performance software | $16M | 4 | February 2024 | $3M | Series A extension | BlackSoil, Leposhe Trading Enterprise, Venture Catalysts | Acquired | Partial |
| 43 | Stratio Automotive | Predictive fleet maintenance | $15M | 2 | November 2021 | $12M | Series A | Forestay Capital, Crane Venture Partners | Active | Strong |
| 44 | Falkonry | Time-series industrial AI monitoring | $13M | 4 | October 2024 | $3M | Series B | Presidio Ventures, In-Q-Tel, Polaris Partners | Acquired | Partial |
| 45 | Ecolibrium Energy | AI asset intelligence platform | $13M | 3+ | March 2025 | $9M | Series A | Unbound, Infuse Ventures, NetApp Excellerator | Active | Partial |
| 46 | Flutura | Industrial IoT analytics platform | $11M | 4 | February 2017 | $8M | Series A | Vertex Ventures, Lumis Partners, The Hive | Acquired | Partial |
| 47 | Senseye | Predictive maintenance software | $10M | 4 | October 2020 | Undisclosed | Series A / strategic | NTT Docomo Ventures, Sony Innovation Fund, MMC Ventures | Acquired | Partial |
| 48 | VODA.ai | Water pipe risk analytics | $10M | 3 | June 2025 | $10M | Series A | CRH Ventures, L-Stone Capital, Ferguson Ventures | Active | Low |
| 49 | BearingAI Monitor | Maritime fleet AI optimization | $10M | 3 | August 2022 | $7M | Post-seed / Series A | Mitsui & Co., AI Fund, Crosscut Ventures | Active | Partial |
| 50 | Aethero | Space edge computing | $8M | 1 | June 2025 | $8M | Seed | Kindred Ventures, Neo, Alumni Ventures | Active | Full |
| 51 | Preteckt | Vehicle predictive diagnostics | $7M | 8 | April 2023 | $2M | Early-stage equity | Comet Labs, 500 Global, Launch Tennessee | Acquired | Partial |
| 52 | SenseHawk | Solar lifecycle management platform | $7M | 3 | September 2020 | $5M | Series A1 | Alpha Wave Incubation, SAIF Partners, Elevation Capital | Acquired | Partial |
| 53 | Sensoteq | Wireless machine monitoring sensors | $6M | 6 | November 2023 | $4M | Series A | Maven Capital Partners, Techstart Ventures | Active | Partial |
| 54 | Groundup.ai | AI cognitive maintenance platform | $6M | 2 | April 2025 | $4M | Series A | Tin Men Capital, Wavemaker Ventures, SEEDS Capital | Active | Full |
| 55 | Pitstop | AI fleet maintenance software | $5M | 7 | April 2023 | $4M | Seed / growth seed | Tech Square Ventures, In Revenue Capital, Automotive Ventures | Acquired | Partial |
| 56 | QOS Energy | Renewable energy monitoring platform | $4M | 2 | January 2017 | $3M | Series A | ETF Partners, GO CAPITAL | Acquired | Strong |
| 57 | Petasense | Wireless asset condition monitoring | $4M | 2 | June 2017 | $2M | Seed | Felicis Ventures, Point Reyes Management, True Ventures | Active | Strong |
| 58 | Aiir Innovations | AI aircraft engine inspection | $3M | 3 | February 2023 | $2M | Series A | Borski Fund, HearstLab Europe, Mainport Innovation Fund | Active | Partial |
| 59 | STIMIO | Rail IoT predictive maintenance | $3M | 2 | September 2021 | $2M | Seed | Crédit Mutuel Innovation, 574 Invest | Acquired | Strong |
| 60 | Predictronics | Predictive maintenance analytics | $3M | 1 | August 2019 | $3M | Series A | TVS Motor Company | Active | Full |
| 61 | Algo8 | Industrial AI digital twins | $3M | 2 | March 2025 | $1M | Corporate Minority | MedBright AI, Unigrowth, SIIC | Active | Partial |
| 62 | Faclon Labs | Industrial IoT decision platform | $3M | 7 | August 2024 | $0M | Angel | LetsVenture, KF Trust, Sameer Sainani | Active | Partial |
| 63 | Alluvium | Industrial machine intelligence platform | $3M | 1 | December 2016 | $3M | Seed | IA Ventures, Lux Capital, Bloomberg Beta | Acquired | Full |
| 64 | Rotomate | Industrial reliability AI | $2M | 1 | June 2026 | $2M | Pre-seed | Kvanted, Robin Capital, Angel Invest | Active | Partial |
| 65 | DiagRAMS Technologies | AI predictive maintenance software | $2M | 1 | April 2021 | $2M | Seed | Bpifrance, Finorpa | Active | Strong |
| 66 | Werover | Wind turbine blade monitoring | $2M | 3 | September 2025 | $0M | Seed Extension | Alchemist Doha, 212 VC, Alchemy | Active | Partial |
| 67 | Senceive | Wireless infrastructure condition monitoring | $2M | Undisclosed | Undisclosed | Undisclosed | Undisclosed | Finance Birmingham, UCL Business, LDA | Acquired | Low |
| 68 | Ping Services | Wind blade acoustic monitoring | $1M | 2 | July 2020 | $1M | Seed | Artesian | Acquired | Partial |
| 69 | AccuPredict | Predictive maintenance for machines | $1M | 1 | 2023 | $1M | Incubator / Accelerator | BIND | Active | Low |
| 70 | Presage Insights | Machine health monitoring platform | $1M | 3 | February 2025 | $1M | Seed | YourNest, STPI, Pontaq | Active | Partial |
| 71 | Makini | Industrial integrations API | $0M | 1 | January 2022 | $0M | Seed | Plug and Play, Gaingels, Sequoia Capital | Active | Full |
| 72 | Sereema | Wind turbine performance optimization | $0M | 1 | November 2018 | $0M | Seed | Elaia, IT-Translation, Afone Participations | Active | Partial |
| 73 | SenseGrow | AI machine monitoring sensors | $0M | 1 | January 2017 | $0M | Undisclosed | Not disclosed | Active | Low |
Key funding trends in the predictive maintenance market
Insights
- The top 10 predictive maintenance startups raised about $2.68B, nearly 60% of all funding in the dataset, showing how concentrated the market remains.
- Fleetio alone represents roughly 14% of total identified funding, which shows how valuable broad maintenance workflow software can become when tied to daily fleet operations.
- Software-led maintenance platforms out-raised many sensor-first startups, with Fleetio, MaintainX, Uptake, TRACTIAN, and Facilio together raising more than $1.4B.
- Recent growth rounds are clustered around a small group of companies, with Fleetio, MaintainX, Augury, TRACTIAN, Shift5, and AssetWatch each raising at least $75M in their latest disclosed round.
- Industrial machine-health specialists such as Augury, TRACTIAN, Infinite Uptime, and OnePredict raised about $674M, showing strong demand for AI asset reliability in factories and heavy industry.
- Transportation and mobility-focused predictive maintenance companies, including Fleetio, Shift5, Humatics, and Stratio Automotive, raised about $896M, making mobility one of the strongest subsegments.
- Renewable asset maintenance has meaningful depth, with solar, wind, and energy monitoring companies such as Omnidian, SkySpecs, Raptor Maps, SensorFact, and Clir Renewables all attracting institutional capital.
- Many acquired predictive maintenance companies exited before reaching mega-round scale, which suggests strategic buyers often move before these companies become very large standalone platforms.
- MaintainX and TRACTIAN both raised very large late-stage rounds after building operational software traction, which suggests investors reward adoption proof before committing growth capital.
- The market has a clear maturity split, with large Series C and later companies at the top, while many hardware, inspection, and niche monitoring startups remain below $10M raised.
A few word about our methodology
As you can see, we built a database that ranks startups in the predictive maintenance market based on their total cumulative fundraising. To create this ranking, we reviewed many sources and cross-checked information across multiple places.
Whenever possible, we prioritized official company communications, since company announcements are usually the most reliable source for funding amounts, investors, and round dates. When those were not available, we relied on reputable industry sources such as TechCrunch, Crunchbase, Financial Times or Forbes (to name a few).
We excluded random blogs, unverified websites, and any sources that could not be validated.
When funding rounds were announced in other currencies such as euros, Swiss francs, Singapore dollars, Australian dollars, or rupees, we converted them into approximate USD equivalents for consistency.
Sometimes different sources report slightly different numbers, or the exact round size is not fully disclosed. In those cases, we flag the uncertainty and assign a confidence label to each startup, visible in the last column.
Here is what they mean.
Full confidence: The company’s equity fundraising history can be reconstructed completely from public sources. The rounds, dates, amounts, and key investors are clearly identified, with no meaningful gaps.
Strong confidence: The fundraising history is largely complete and reliable. There may be a small missing detail, such as incomplete investor information or a minor round with limited data, but the overall record is clear.
Partial confidence: The main fundraising rounds can be identified, but the record is incomplete or somewhat mixed. Some rounds may be missing or certain funding events may be difficult to separate clearly.
Low confidence: Public information is too limited, inconsistent, or ambiguous to reliably reconstruct the company’s equity fundraising history.
When the confidence level is too low, we take a conservative approach and exclude the company from the ranking. We don’t want to include data that cannot be reliably verified.
This reflects how we conduct all our research across startup funding markets.
In a world where LLMs hallucinate and unreliable information is everywhere, our goal is simple: provide data you can trust.
If you want the full detail on a specific calculation, feel free to contact us and we will gladly explain.
Finally, know that we update the dataset once per month, so come back here if you need fresh information.
Related blog posts
- How are funding trends changing in the predictive maintenance market?
- Who are the most valuable companies in the predictive maintenance market?
- How active is venture funding in the predictive maintenance market right now?
- An overview of funding deals in the predictive maintenance market
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