What are the most valued startups in the predictive maintenance market?

Last updated: 13 July 2026

This monthly updated ranking tracks the most valuable startups in the predictive maintenance market.

market research pitch 2026

In our updated market reports, you will find everything you need

Predictive maintenance startups help businesses detect equipment problems before failures interrupt operations.

The market includes maintenance software, machine-health sensors, industrial AI platforms, fleet diagnostics and renewable asset monitoring.

We update this list every month using reported valuations, funding events, acquisitions, public market data and carefully developed estimates.

A quick summary table

Metric Value
Most valuable predictive maintenance startup MaintainX, $2.4B–$2.8B
Second most valuable predictive maintenance startup Fleetio, $1.5B–$1.8B
Median predictive maintenance startup valuation Approximately $37.5M
Share of predictive maintenance valuation captured by the top 10 Approximately 61%
Top predictive maintenance valuation vs. median Approximately 69 times higher
Median predictive maintenance valuation-to-capital-raised ratio Approximately 4.1x
Predictive maintenance startups valued at $1B+ 6

Top startups in the predictive maintenance market ranked by valuation

Here is an updated table that ranks the top startups in the predictive maintenance market based on their latest reported or estimated valuations.

# Startup Name What They Do Current Valuation ($) Valuation Confidence Level Valuation Type Evidence Status Total Funding ($) Funding Confidence Level
1 MaintainX Maintenance and asset management platform $2.4B–$2.8B Strong Confidence Announced Private Round Valuation Observed $254M Full Confidence
2 Fleetio Fleet maintenance management software $1.5B–$1.8B Strong Confidence Announced Private Round Valuation Observed $624M Strong Confidence
3 SparkCognition Industrial AI predictive analytics $1.1B–$1.5B Partial Confidence Revenue or ARR Multiple Estimate Estimated $300M Partial Confidence
4 I-care Group Industrial machine health services $1.16B Full Confidence Announced Private Round Valuation Observed $73M Strong Confidence
5 Augury Industrial AI machine health $1.0B–$1.2B Strong Confidence Announced Private Round Valuation Observed $369M Full Confidence
6 Power Factors Renewable asset performance management $800M–$1.2B Partial Confidence Comparables-Based Estimate Estimated $0M Low Confidence
7 TRACTIAN AI maintenance operations platform $700M–$900M Partial Confidence Implied Valuation from Raise Estimated $196M Strong Confidence
8 Omnidian Solar performance protection services $580M–$730M Strong Confidence Implied Valuation from Raise Implied $148M Partial Confidence
9 Shift5 Transportation intelligence and cybersecurity $500M–$750M Strong Confidence Implied Valuation from Raise Implied $181M Strong Confidence
10 AssetWatch Condition monitoring for manufacturers $500M–$700M Partial Confidence Implied Valuation from Raise Implied $173M Partial Confidence
11 Limble CMMS Cloud maintenance management software $400M–$550M Partial Confidence Comparables-Based Estimate Estimated $94M Partial Confidence
12 Konux AI railway infrastructure monitoring $300M–$450M Partial Confidence Revenue or ARR Multiple Estimate Estimated $131M Strong Confidence
13 MakinaRocks Industrial physical AI software $340M Full Confidence Public Market Cap Observed $37M Partial Confidence
14 Fracttal AI asset maintenance management software $250M–$400M Strong Confidence Implied Valuation from Raise Implied $52M Strong Confidence
15 relayr Industrial IoT data platform $300M Full Confidence Acquisition Value Observed $66M Strong Confidence
16 Fiix Cloud maintenance management software $250M–$300M Partial Confidence Acquisition Value Estimated $57M Strong Confidence
17 Intangles Predictive fleet intelligence platform $220M–$300M Partial Confidence Implied Valuation from Raise Implied $53M Partial Confidence
18 Raptor Maps Solar asset management software $230M–$290M Strong Confidence Implied Valuation from Raise Implied $62M Strong Confidence
19 Uptake Industrial predictive analytics platform $150M–$350M Low Confidence Proxy-Based Estimate Estimated $282M Strong Confidence
20 SkySpecs Wind inspection and asset analytics $210M–$290M Partial Confidence Comparables-Based Estimate Estimated $129M Strong Confidence
21 UpKeep Mobile asset maintenance platform $180M–$280M Partial Confidence Comparables-Based Estimate Estimated $49M Full Confidence
22 Nanoprecise AI predictive maintenance sensors $150M–$300M Partial Confidence Implied Valuation from Raise Implied $48M Partial Confidence
23 OnePredict Industrial AI asset diagnostics $150M–$300M Partial Confidence Implied Valuation from Raise Implied $40M Strong Confidence
24 Everactive Batteryless industrial IoT sensors $180M–$260M Partial Confidence Comparables-Based Estimate Estimated $155M Partial Confidence
25 ONYX Insight Wind turbine condition monitoring $170M–$260M Partial Confidence Comparables-Based Estimate Estimated $0M Low Confidence
26 Humatics Precision microlocation for industrial systems $120M–$220M Low Confidence Comparables-Based Estimate Estimated $76M Strong Confidence
27 Seebo Predictive manufacturing process intelligence $100M–$200M Strong Confidence Acquisition Value Observed $41M Strong Confidence
28 SensorFact Industrial energy monitoring SaaS $120M–$180M Partial Confidence Acquisition Value Estimated $48M Strong Confidence
29 KCF Technologies Industrial machine-health monitoring platform $100M–$180M Partial Confidence Comparables-Based Estimate Estimated Not provided Low Confidence
30 Waites Sensor Technologies Wireless machine condition monitoring $100M–$170M Low Confidence Revenue or ARR Multiple Estimate Estimated Not provided Low Confidence
31 Sight Machine Manufacturing data analytics platform $110M–$130M Strong Confidence Announced Private Round Valuation Observed $86M Partial Confidence
32 Facilio Property operations maintenance software $90M–$140M Partial Confidence Revenue or ARR Multiple Estimate Estimated $43M Full Confidence
33 Clir Renewables Renewable asset performance analytics $80M–$130M Partial Confidence Revenue or ARR Multiple Estimate Estimated $29M Partial Confidence
34 Infinite Uptime AI industrial equipment monitoring $60M–$130M Partial Confidence Revenue or ARR Multiple Estimate Estimated $69M Strong Confidence
35 UptimeAI AI plant monitoring software $70M–$120M Partial Confidence Implied Valuation from Raise Implied $19M Partial Confidence
36 Stratio Automotive Predictive maintenance for vehicle fleets $70M–$105M Partial Confidence Revenue or ARR Multiple Estimate Estimated $15M Strong Confidence
37 Donecle Automated drone aircraft inspections $70M–$100M Strong Confidence Implied Valuation from Raise Implied $19M Partial Confidence
38 Dynamox Industrial asset monitoring sensors $65M–$105M Low Confidence Comparables-Based Estimate Estimated Not provided Low Confidence
39 MachineMetrics Connected machine data platform $65M–$95M Partial Confidence Revenue or ARR Multiple Estimate Estimated $38M Strong Confidence
40 Samotics Electrical asset condition monitoring $45M–$90M Low Confidence Comparables-Based Estimate Estimated $23M Partial Confidence
41 Odysight AI Visual sensing for predictive maintenance $67M Full Confidence Public Market Cap Observed $70M Strong Confidence
42 Aermetric Aircraft maintenance intelligence platform $40M–$80M Low Confidence Proxy-Based Estimate Estimated Not provided Low Confidence
43 VODA.ai Water pipe failure analytics $50M–$67M Partial Confidence Implied Valuation from Raise Implied $10M Low Confidence
44 Ecolibrium Energy AI industrial asset optimization $45M–$70M Partial Confidence Implied Valuation from Raise Implied $13M Partial Confidence
45 Flutura Industrial IoT analytics software $35M–$70M Low Confidence Proxy-Based Estimate Estimated $11M Partial Confidence
46 Arundo Analytics Analytics for heavy industry $30M–$70M Low Confidence Proxy-Based Estimate Estimated $33M Partial Confidence
47 QOCO Systems Aviation maintenance operations software $35M–$65M Partial Confidence Comparables-Based Estimate Estimated Not provided Low Confidence
48 Akselos Physics-based infrastructure digital twins $42M–$58M Partial Confidence Revenue or ARR Multiple Estimate Estimated $29M Partial Confidence
49 Senseye Predictive maintenance software $25M–$60M Low Confidence Acquisition Value Estimated $10M Partial Confidence
50 Worldsensing Wireless infrastructure monitoring systems $35M–$50M Partial Confidence Revenue or ARR Multiple Estimate Estimated $35M Partial Confidence
51 Aethero Radiation-hardened space edge computers $32M–$53M Strong Confidence Implied Valuation from Raise Implied $8M Full Confidence
52 Falkonry Time-series industrial AI monitoring $25M–$50M Low Confidence Acquisition Value Estimated $13M Partial Confidence
53 Vanti Analytics No-code manufacturing AI $25M–$50M Partial Confidence Acquisition Value Estimated $22M Strong Confidence
54 Enertiv Building operations intelligence platform $30M–$45M Partial Confidence Revenue or ARR Multiple Estimate Estimated $17M Strong Confidence
55 PantoInspect Automated railway pantograph inspection $25M–$45M Partial Confidence Revenue or ARR Multiple Estimate Estimated Not provided Low Confidence
56 Senceive Wireless infrastructure condition monitoring $25M–$45M Low Confidence Acquisition Value Estimated $2M Low Confidence
57 Prescinto Renewable asset performance software $30M–$40M Strong Confidence Acquisition Value Estimated $16M Partial Confidence
58 SenseHawk Solar project management software $32M Strong Confidence Acquisition Value Observed $7M Partial Confidence
59 BearingAI Monitor AI maritime fleet optimization $24M–$40M Partial Confidence Comparables-Based Estimate Estimated $10M Partial Confidence
60 Erbessd Instruments Vibration and condition monitoring equipment $24M–$38M Low Confidence Revenue or ARR Multiple Estimate Estimated Not provided Low Confidence
61 Pitstop AI fleet maintenance predictions $20M–$40M Low Confidence Proxy-Based Estimate Estimated $5M Partial Confidence
62 Groundup.ai AI machine maintenance monitoring $22M–$35M Strong Confidence Implied Valuation from Raise Implied $6M Full Confidence
63 QOS Energy Renewable energy monitoring platform $20M–$35M Low Confidence Acquisition Value Estimated $4M Strong Confidence
64 Nautilus Labs AI maritime voyage optimization $15M–$35M Low Confidence Acquisition Value Estimated $49M Partial Confidence
65 Sensonics Industrial machinery condition monitoring $18M–$32M Low Confidence Comparables-Based Estimate Estimated Not provided Low Confidence
66 Preteckt Predictive commercial vehicle diagnostics $15M–$30M Low Confidence Proxy-Based Estimate Estimated $7M Partial Confidence
67 Wi-care Wireless vibration monitoring sensors $15M–$28M Low Confidence Acquisition Value Estimated Not provided Low Confidence
68 Petasense Wireless industrial condition monitoring $15M–$25M Partial Confidence Revenue or ARR Multiple Estimate Estimated $4M Strong Confidence
69 3megawatt Renewable asset management software $15M–$25M Low Confidence Acquisition Value Estimated $0M Low Confidence
70 Faclon Labs Industrial IoT decision intelligence $14M–$24M Partial Confidence Implied Valuation from Raise Implied $3M Partial Confidence
71 Sensoteq Wireless machine monitoring sensors $14M–$20M Partial Confidence Announced Private Round Valuation Implied $6M Partial Confidence
72 WorkyBe AI energy and maintenance optimization $12M–$22M Low Confidence Proxy-Based Estimate Estimated $0M Low Confidence
73 Industrial Analytics AI machinery condition analytics $10M–$20M Low Confidence Acquisition Value Estimated $0M Low Confidence
74 Predictronics Predictive maintenance analytics $8M–$20M Low Confidence Proxy-Based Estimate Estimated $3M Full Confidence
75 Aiir Innovations AI aircraft-engine inspection software $10M–$18M Low Confidence Comparables-Based Estimate Estimated $3M Partial Confidence
76 Power-MI Condition-maintenance management software $10M–$18M Low Confidence Comparables-Based Estimate Estimated Not provided Low Confidence
77 Rotomate AI industrial reliability analysis $10M–$16M Strong Confidence Implied Valuation from Raise Implied $2M Partial Confidence
78 Alluvium Real-time industrial machine intelligence $8M–$15M Low Confidence Proxy-Based Estimate Estimated $3M Full Confidence
79 STIMIO Rail IoT condition monitoring $8M–$15M Low Confidence Acquisition Value Estimated $3M Strong Confidence
80 irmos technologies Structural health monitoring systems $8M–$14M Low Confidence Proxy-Based Estimate Estimated $0M Low Confidence
81 Golana Magnetic-neuron industrial edge AI $7M–$14M Partial Confidence Proxy-Based Estimate Estimated $0M Low Confidence
82 Turbine MachineGenes Explainable digital twins for engines $5M–$15M Low Confidence Proxy-Based Estimate Estimated Not provided Low Confidence
83 Werover Acoustic wind blade monitoring $9M–$11M Strong Confidence Implied Valuation from Raise Implied $2M Partial Confidence
84 Digital Petroleum Industrial AI for energy operations $6M–$14M Low Confidence Proxy-Based Estimate Estimated $0M Low Confidence
85 SenseGrow AI machine monitoring sensors $7M–$12M Low Confidence Revenue or ARR Multiple Estimate Estimated $0M Low Confidence
86 DiagRAMS Technologies AI predictive maintenance software $7M–$12M Low Confidence Comparables-Based Estimate Estimated $2M Strong Confidence
87 BladeInsight Drone-based wind blade inspections $6M–$11M Low Confidence Acquisition Value Estimated $0M Low Confidence
88 Monixo Industrial predictive maintenance software $5M–$10M Low Confidence Proxy-Based Estimate Estimated Not provided Low Confidence
89 Algo8 Industrial AI digital twins $6M–$9M Strong Confidence Announced Private Round Valuation Estimated $3M Partial Confidence
90 Makini API for industrial maintenance systems $5M–$10M Low Confidence Comparables-Based Estimate Estimated $0M Full Confidence
91 Ping Services Acoustic wind blade monitoring $5M–$9M Low Confidence Comparables-Based Estimate Estimated $1M Partial Confidence
92 Fizix Sensor-based machine health monitoring $4M–$9M Low Confidence Comparables-Based Estimate Estimated $0M Low Confidence
93 volateq Drone-based solar field inspections $4M–$8M Low Confidence Comparables-Based Estimate Estimated $0M Low Confidence
94 AccuPredict Remote machine condition monitoring $4M–$8M Low Confidence Proxy-Based Estimate Estimated $1M Low Confidence
95 Sereema Wind turbine performance monitoring $3M–$7M Low Confidence Proxy-Based Estimate Estimated $0M Partial Confidence
96 Tarucca Offshore infrastructure health monitoring $3M–$6M Low Confidence Proxy-Based Estimate Estimated $0M Low Confidence
97 Presage Insights Factory predictive maintenance sensors $3M–$5M Partial Confidence Implied Valuation from Raise Implied $1M Partial Confidence
98 Predeeption AI battery health forecasting $2M–$6M Low Confidence Proxy-Based Estimate Estimated $0M Low Confidence
99 Solavix Renewable asset predictive maintenance $1M–$3M Low Confidence Proxy-Based Estimate Estimated $0M Low Confidence

Key valuation trends in the predictive maintenance market

Insights

  • The ten largest predictive maintenance startups capture approximately 61% of the ranking’s total midpoint valuation, showing that market value remains heavily concentrated among established maintenance platforms.
  • MaintainX has a midpoint valuation of $2.6B, about 69 times the market median of $37.5M, which highlights the wide gap between category leaders and smaller specialists.
  • I-care Group has produced nearly $16 of valuation for every dollar raised, making the industrial machine-health company one of the most capital-efficient businesses in the ranking.
  • Fleetio has raised substantially more capital than MaintainX, but MaintainX has a midpoint valuation about 58% higher, suggesting that funding volume alone does not determine market leadership.
  • Fracttal and Raptor Maps each reached midpoint valuations above $250M after raising less than $65M, showing how focused predictive maintenance software can scale efficiently within specialized industries.
  • The predictive maintenance market has six companies valued at $1B or more, but the median company remains below $40M, which indicates a large and fragmented long tail of emerging providers.
  • I-care Group, Augury and relayr represent approximately $2.56B in combined value against $508M of funding, reflecting strong strategic demand for industrial machine-health data and diagnostics.
  • Odysight AI has a $67M public market capitalization after raising $70M, making the company a clear example of how public-market pricing can fall below cumulative private investment.

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 current valuation.

Estimating predictive maintenance startup valuations is not always straightforward. Many companies do not publicly disclose their valuation, and the available information can vary widely depending on the company and its stage.

To build this ranking, we applied a structured valuation methodology and cross-checked information across multiple reliable sources.

Whenever possible, we relied on direct disclosures. These include announced valuations from completed funding rounds, public filings for listed companies, or official acquisition prices.

When a predictive maintenance company is publicly listed, we use its current market capitalization as the reference valuation.

If a company was acquired and no independent valuation can reasonably be estimated today, we use the acquisition price as the main reference point.

When a startup recently raised capital but the valuation was not disclosed, we estimate the implied valuation using typical dilution levels for that stage of fundraising.

In some cases, we also estimate valuations using operating metrics such as revenue, ARR, customer traction or monitored assets, combined with valuation multiples from comparable predictive maintenance companies.

When direct financial data is not available, we may rely on carefully selected comparable startups and other signals such as hiring growth, investor quality, customer adoption, product traction or industrial deployments.

All estimates follow a strict evidence hierarchy. Recent funding rounds with announced valuations carry the most weight, followed by strong operating metrics and comparable company analysis.

We also carefully evaluate the age of every data point. Recent information carries more weight, while older data is treated cautiously and adjusted conservatively when necessary.

Whenever information is uncertain or incomplete, we clearly distinguish between confirmed facts and reasonable inferences.

Because valuation data is not always fully public, each predictive maintenance startup in the ranking is assigned a confidence level based on the reliability, recency and consistency of the available evidence.

Full confidence means the valuation is supported by strong and recent evidence. Strong confidence means the estimate is well supported but includes minor inference. Partial confidence means the estimate relies more heavily on indirect signals. Low confidence means available information is limited or inconsistent.

When confidence is lower, we take a more conservative approach by widening the valuation range. This helps reflect the uncertainty and increases the probability that the true valuation falls within the estimated range.

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 valuation estimate, 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 has raised the most money 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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