Industrial Machine Predictive Maintenance Software sector
Strategic acquirers, private equity (buyout funds and growth funds) firms, and valuation benchmarks for Industrial Machine Predictive Maintenance Software
1.1 - About Industrial Machine Predictive Maintenance Software sector
Companies in this category deliver software that predicts machine failures and optimizes service interventions in industrial environments. Using IoT data and machine-learning models, they monitor equipment health, forecast remaining useful life, and recommend maintenance actions to reduce unplanned downtime. Industrial Machine Predictive Maintenance Software vendors integrate with CMMS/EAM systems, enabling data-driven scheduling, spare parts planning, and improved overall equipment effectiveness across factories and production lines.
Typical offerings include condition monitoring analytics that ingest vibration, temperature, and electrical signatures, paired with anomaly detection and remaining-life forecasting tuned to specific asset classes. Vendors provide asset performance dashboards and root-cause analysis, automate work orders through CMMS/EAM integrations, and support predictive maintenance scheduling. Many add IoT edge gateways, digital twin models for critical equipment, API connectors to ERP and historian systems, and mobile applications for technicians to act on alerts and recommendations.
Primary customers include enterprise manufacturers in discrete and process industries, equipment OEMs offering aftermarket services, and plant maintenance teams seeking reliability gains. These solutions deliver measurable outcomes such as reduced unplanned downtime, lower maintenance spend, extended asset lifespan, and improved OEE and throughput. Buyers also see safer operations and better inventory planning through earlier failure detection and data-driven scheduling aligned with production constraints.
2. Buyers in the Industrial Machine Predictive Maintenance Software sector
2.1 Top strategic acquirers of Industrial Machine Predictive Maintenance Software companies
Augury
- Description: Provider of AI-driven Machine Health and Process Health solutions that deliver insights into machines, processes and operations, using purpose-built AI and a vast data library to help manufacturers boost production, empower teams and achieve sustainable, efficient operations.
- Key Products:
- Machine Health: Prescriptive AI diagnostics that analyzes machine signals to predict failures, deliver real-time maintenance guidance, and boost reliability and performance across industrial equipment
- Guaranteed Diagnostics: Warranty-backed program layering insurance on the Machine Health platform to reimburse repair or replacement costs when Augury’s AI misses a fault
- Process Health: Prescriptive AI process optimization tool that studies production data to raise efficiency, increase yield, and drive sustainability for manufacturing lines
- Production Health: Integrated suite offering AI-driven operational insights across industries, assets and personas to empower teams, cut downtime and achieve sustainable production goals.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
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- Acquisitions: ●●
2.2 - Strategic buyer groups for Industrial Machine Predictive Maintenance Software sector
M&A buyer group 1: Industrial Internet of Things
Franklin Energy
- Type: N/A
- Employees: ●●●●●
- Description: Provider of turnkey energy efficiency and clean energy solutions, delivering integrated consulting, implementation, product manufacturing, distribution and SaaS technology that help utilities, governments and commercial clients achieve carbon-reduction, load management and electrification goals across the US and Canada.
- Key Products:
- Turnkey Energy Efficiency Programs: Designs and administers comprehensive efficiency initiatives for over 60 utility and government partners, using integrated in-house services and data insights to cut carbon and boost energy productivity
- Demand Response Services: Provides a demand response component—originating from the GoodCents acquisition—leveraging 40+ years of expertise to manage load and optimize grid performance during peak periods
- Energy & Water Efficiency Kits and Education: Supplies energy and water efficiency kits and delivers school-based education programs, enabling end-users to adopt efficient behaviors while reducing consumption and utility costs
- Snugg Pro Tool: Offers the IRA-compliant Snugg Pro software that qualifies households for deep energy-saving improvements and accurately models projected savings, simplifying incentive eligibility and retrofit planning.
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●● companies3. Investors and private equity firms in Industrial Machine Predictive Maintenance Software sector
3.1 - Buyout funds in the Industrial Machine Predictive Maintenance Software sector
2.2 - Strategic buyer groups for Industrial Machine Predictive Maintenance Software sector
4 - Top valuation comps for Industrial Machine Predictive Maintenance Software companies
4.2 - Public trading comparable groups for Industrial Machine Predictive Maintenance Software sector
Valuation benchmark group 1: Energy Asset Performance Software Companies
Baosight
- Enterprise value: $●●●m
- Market Cap: $●●●m
- EV/Revenue: ●.●x
- EV/EBITDA: ●●.●x
- Description: Provider of industrial automation and IT solutions, delivering comprehensive software and system integration services for steel, manufacturing, and infrastructure sectors, with expertise in automation, control systems, and intelligent manufacturing technologies.
- Key Products:
- Automation Systems: Integrated solutions for industrial process control and optimization
- Intelligent Manufacturing: Advanced tools for smart production and factory management
- IT Consulting: Services for strategic digital transformation and IT infrastructure
- Electromechanical Equipment: High-tech solutions for equipment management and maintenance
- System Integration: Comprehensive integration of software systems and operational technologies