Augury vs Senseye vs Aspen Mtell Compared (2026): The AI Predictive Maintenance Showdown
A 2026 head-to-head of the three AI predictive maintenance leaders Augury, Senseye, and Aspen Mtell. Covers vibration sensors, anomaly detection, multi-plant analytics, process industry coverage, pricing, and ROI by industry.
Verdict:Augury / Senseye / Aspen Mtell split across 'in-house Halo Sensor + food/beverage/pharma discrete manufacturing No. 1 / Siemens-owned multi-plant analytics + auto/aerospace / AspenTech $14B process industry standard'. US $500M + Colgate-Palmolive/Heineken/PepsiCo + Halo Sensor + $5-50K/yr/asset = Augury (discrete manufacturing standard). UK Siemens-owned + 300+ customers + Nissan/Alcoa + multi-plant analytics + $30-300K/yr = Senseye (auto/aerospace). NASDAQ:AZPN $14B + Saudi Aramco/Dow Chemical + process industry standard + $50-500K/yr = Aspen Mtell (petrochemicals/chemicals). 2026 optimal stacks: (A) Discrete manufacturing (auto/electronics) = Augury $50K/100 assets + Senseye multi-plant = $200K/yr; (B) Process industry (petrochem/pulp & paper) = Aspen Mtell $300K + AspenONE APC + AVEVA PI System = $1M/yr; (C) Power/energy = GE Vernova APM $500K + Schneider EcoStruxure + Hitachi Lumada = $2M/yr; (D) Oil & gas upstream = Aspen Mtell + C3 AI Reliability $1M + Petasense = $3M/yr; (E) Mining = ABB Ability Genix + Hitachi Lumada = $1M/yr; (F) Aerospace = Honeywell Forge + IBM Maximo + GE Aviation Predix = $2M/yr; (G) Pharma/food = Augury Halo + Aspen Mtell + IBM Maximo = $500K/yr; (H) Railway = KONUX + Hitachi Lumada + Siemens = $1M/yr; (I) Building/data center = Honeywell Forge + Schneider EcoStruxure = $300K/yr; (J) Fortune 500 manufacturing = IBM Maximo $2M + GE Vernova + SAP IAM + Augury = $5M/yr; (K) SME manufacturing = Tractian $30K/plant or MaintainX $10K + Augury $50K = $50K/yr.
Table of Contents
Augury & Senseye Overview
Augury
US $500M, deployed at Colgate-Palmolive/Heineken/Bridgestone/PepsiCo; Halo Sensor (vibration + temperature + magnetic + acoustic); Machine Health AI; $5-50K/yr per asset.
Learn more about Augury →Senseye
UK, owned by Siemens, 300+ customers, deployed at Nissan/Alcoa/Hella; multi-plant analytics; Attention Index; $30-300K/yr.
Learn more about Senseye →Feature & Pricing Comparison
| Feature | Augury | Senseye |
|---|---|---|
| Founded / parent | 2011 / $500M independent | 2014 / Siemens-owned |
| Customer base | Discrete manufacturing focus | 300+ customers multi-plant |
| Marquee customers | Colgate-Palmolive/Heineken/Bridgestone/PepsiCo | Nissan/Alcoa/Hella/Iberdrola |
| Sensor offering | Best (Halo wireless sensor in-house) | None (uses third-party sensors) |
| Sensor types | Vibration + temperature + magnetic + acoustic | Vibration + temperature + current (existing sensors) |
| Anomaly detection | Best (bearing/imbalance/misalignment/cavitation) | Best (Attention Index across all assets) |
| Multi-plant analytics | Good | Best (strength of Siemens ownership) |
| CMMS integration | Best (IBM Maximo/SAP PM/Infor EAM) | Best (Siemens MindSphere/IBM Maximo) |
| Process industry coverage | Fair (discrete-heavy) | Good (discrete + process) |
| Diagnosis AI | Best (generative AI diagnosis report) | Good (Attention Index + failure patterns) |
| Target industries | Food/beverage/pharma/discrete | Auto/aerospace/power/mining |
| Pricing | $5-50K/yr per asset | $30-300K/yr (multi-plant) |
Our Verdict
Our Verdict
Augury / Senseye / Aspen Mtell split across 'in-house Halo Sensor + food/beverage/pharma discrete manufacturing No. 1 / Siemens-owned multi-plant analytics + auto/aerospace / AspenTech $14B process industry standard'. US $500M + Colgate-Palmolive/Heineken/PepsiCo + Halo Sensor + $5-50K/yr/asset = Augury (discrete manufacturing standard). UK Siemens-owned + 300+ customers + Nissan/Alcoa + multi-plant analytics + $30-300K/yr = Senseye (auto/aerospace). NASDAQ:AZPN $14B + Saudi Aramco/Dow Chemical + process industry standard + $50-500K/yr = Aspen Mtell (petrochemicals/chemicals). 2026 optimal stacks: (A) Discrete manufacturing (auto/electronics) = Augury $50K/100 assets + Senseye multi-plant = $200K/yr; (B) Process industry (petrochem/pulp & paper) = Aspen Mtell $300K + AspenONE APC + AVEVA PI System = $1M/yr; (C) Power/energy = GE Vernova APM $500K + Schneider EcoStruxure + Hitachi Lumada = $2M/yr; (D) Oil & gas upstream = Aspen Mtell + C3 AI Reliability $1M + Petasense = $3M/yr; (E) Mining = ABB Ability Genix + Hitachi Lumada = $1M/yr; (F) Aerospace = Honeywell Forge + IBM Maximo + GE Aviation Predix = $2M/yr; (G) Pharma/food = Augury Halo + Aspen Mtell + IBM Maximo = $500K/yr; (H) Railway = KONUX + Hitachi Lumada + Siemens = $1M/yr; (I) Building/data center = Honeywell Forge + Schneider EcoStruxure = $300K/yr; (J) Fortune 500 manufacturing = IBM Maximo $2M + GE Vernova + SAP IAM + Augury = $5M/yr; (K) SME manufacturing = Tractian $30K/plant or MaintainX $10K + Augury $50K = $50K/yr.
Recommendations by Use Case
Discrete manufacturing in-house Halo Sensor
$500M, Colgate-Palmolive/Heineken/Bridgestone, $5-50K/yr per asset
Multi-plant analytics under Siemens
Siemens-owned, Nissan/Alcoa, 300+ customers, $30-300K/yr
Process industry standard Saudi Aramco/Dow
AspenTech $14B, 500+ customers, $50-500K/yr
Power/oil & gas enterprise APM
NYSE:GEV, 600+ customers, power/oil & gas, $50K-1M/yr
Fortune 500 EAM + APM unified
Fortune 500, Watson IoT, $50K-2M/yr
Fleet + industrial AI Caterpillar customer
$1B, Caterpillar/Berkshire Hathaway, $100K-1M/yr
Enterprise reliability Shell/Baker Hughes
NYSE:AI $2B, Fortune 500, $200K-2M/yr
IoT platform standard industrial connectivity
NASDAQ:PTC $20B, Augmented Vuforia, $50-500K/yr
Energy/building/data center
Schneider $100B, AVEVA-linked, $50K-1M/yr
Aerospace/manufacturing/buildings
NYSE:HON, APM + Cyber, $50K-1M/yr
Railway track switch focus
DE $300M, Deutsche Bahn, $100-500K/yr
SME manufacturing affordable wireless
Affordable sensors, SMB adoption, $10-50K/yr
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