Which startups have raised the most funding in the predictive maintenance market?

Last updated: 13 July 2026

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

market research pitch 2026

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.

Who is the author of this content?

NEW MARKET PITCH TEAM

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