Shoreline AI

What Shoreline AI does

Shoreline AI is a privately-held industrial technology company founded in 2016 and headquartered in Campbell, California, with approximately 65 employees. The company sells a "Physical AI" platform for Asset Performance Management (APM) and predictive maintenance, targeting enterprise customers in oil & gas (upstream, midstream, downstream), discrete and process manufacturing, pharmaceutical/life sciences, and data center cooling. The platform combines a proprietary library of 30,000+ pre-built asset physics models with machine-learning analytics and edge inference on proprietary 6-in-1 wireless IoT sensors (iCastSense) that connect directly to AWS cloud via LTE-M/NB-IoT without gateways, wiring, or external power.

The product surface includes a core APM Platform, a 24x7 Leak Detection Platform for methane/VOC monitoring and ESG compliance, and an APM Virtual Assistant (SmartSource AI Community) powered by Amazon Bedrock for natural-language interaction with asset-health data. The architecture is AWS-native, leveraging IoT Core, Lambda, Aurora, S3, SageMaker, and Bedrock, with open APIs integrating into CMMS, ERP, SCADA, PLC, OSI Pi, IP21, EAM, and enterprise data lakes. The platform claims time-to-value in one week with no historical-data dependency and certifications including IP67 and Class 1 Div 2.

Shoreline AI operates a 100% SaaS subscription model with zero CapEx, positioning itself at approximately 90% lower cost than traditional APM solutions. Go-to-market is direct enterprise field sales supplemented by a channel partnership with Archrock for the midstream compressor market. Named customers include P66, DCP Midstream, GE, Mitsubishi, Aerojet Rocketdyne, Archrock, Alterra Energy, a Fortune 500 natural gas company, and global biopharma and performance-materials manufacturers; the company states it is deployed across 5 of the top 10 US energy operators. No funding rounds, revenue figures, or detailed ownership/leadership information are publicly disclosed.

Name

Shoreline AI

Legal name

Shoreline AI Inc.

Website

https://shorelineai.us

Company type

Private

Founded year

2016

Operating status

Operating

Headcount range

51–100 employees

Short description

Shoreline AI sells a Physical AI platform for industrial Asset Performance Management and predictive maintenance, combining proprietary 30,000+ asset physics models with ML/edge-AI sensors. It targets enterprise energy operators, manufacturers, pharma, and data center operators via zero-CapEx SaaS subscriptions.

Ownership category

akta.pro rank

Product category

Asset Performance Management

NAICS

Other Measuring and Controlling Device Manufacturing (334519), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518)

SIC

Industrial Instruments For Measurement, Display, And Control (3823), Measuring & Controlling Devices, Nec (3829)

akta.pro primary industry

Asset & Maintenance Management (EAM/CMMS) Platforms (HDAEAEAM)

akta.pro secondary industries

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF), Environmental Data Management Platforms (EHS/EMS, LIMS, ELN, Compliance Data Hubs) (EUAHAKAA)

Keywords

• Predictive maintenance
• Asset performance management
• Industrial IoT sensors
• Physical AI platform
• Leak detection monitoring

Headquarters

HQ city

Los Gatos, California

HQ country

United States

HQ region

North America

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Operations, Marketing or Sales, Infrastructure, Supply Chain

Revenue model

1. SaaS APM Platform Subscription: 100% SaaS subscription model with zero CapEx required. All-inclusive subscription fee covering IoT wireless sensors, cloud software, cellular service, training, and support. No additional hardware, software, or third-party services required. Priced at approximately 90% lower cost than traditional APM solutions.

Pricing tiers

Go-to-market motion1 record

Distribution channels2 records

Marketing channels7 records

Core offering

Shoreline AI sells a plug-and-play Asset Performance Management (APM) platform that pairs wireless IoT smart sensors with edge analytics and 30,000+ pre-built physics models to deliver 24x7 machine health monitoring and predictive maintenance for industrial assets. Offerings are delivered as an all-inclusive SaaS subscription covering the sensors, cloud software, cellular connectivity, training, and support with zero CapEx required. The portfolio includes the core APM Platform, a 24x7 Leak Detection Platform for methane and VOC emissions, the iCastSense Smart Vibration Sensors, a GenAI Virtual Assistant, and starter kits for initial deployments.

Product overview

Shoreline AI offers a unified Physical AI platform for industrial Asset Performance Management (APM) consisting of a core APM Platform as the central hub, supplemented by specialized add-on modules including the 24x7 Leak Detection Platform for ESG compliance, the APM Virtual Assistant powered by GenAI for natural language interaction, and Smart Vibration Sensors as the hardware component. The platform is delivered via a 100% SaaS subscription model with zero CapEx. All solutions leverage 30,000+ pre-built asset physics models combined with AI/ML for automated monitoring, anomaly detection, predictive maintenance, and root-cause diagnostics across energy, manufacturing, pharma, and data-center industries.

Differentiator

Problem solved

Functional benefit

Brands

• Shoreline: Primary brand name for the company's Asset Performance Management platform and solutions
• SmartSource AI Community

Products and services

• APM Platform A plug-and-play cloud-native Asset Performance Management platform for 24x7 machine health monitoring and predictive maintenance, combining smart IoT sensors with edge analytics, 30,000+ pre-built physics models, and AI/ML-powered analytics. It is sold to enterprise energy operators, manufacturers, and pharmaceutical companies under an all-inclusive SaaS subscription.
• 24x7 Leak Detection Platform Real-time emissions monitoring solution that detects methane and VOC leaks with immediate notification and precise asset-level location using audio, vibration, temperature, and process signals. Integrated with the core APM platform and sold to energy operators for ESG and environmental regulatory compliance.
• Smart Vibration Sensors (iCastSense) Wireless IoT sensors (iCastSense) with built-in edge analytics providing 6-in-1 functionality: triaxial accelerometer, two microphones (sound and ultrasound), surface and ambient temperature sensors, and humidity sensor. Supports cellular (LTE-M/NB-IoT), BLE, and WiFi connectivity with up to ~25-mile range, IP67 rating, Class 1 Div 2 certification, and 5-year battery life. Sold as part of the Shoreline APM subscription.
• APM Virtual Assistant (SmartSource AI Community) GenAI-powered conversational assistant that allows users to query asset health, compare performance across sites, schedule maintenance tasks, and receive diagnostic insights through a mobile chatbot. Leverages Amazon Bedrock LLM models and combines structured sensor data with unstructured sources such as equipment manuals, CMMS history, operator logs, and analyst notes.
• APM Starter Kit Entry-level package for initial deployment and evaluation of the Shoreline APM platform, including 50 smart wireless sensors, cloud portal access, 12-month platform subscription, virtual onboarding support, and anomaly detection powered by physics and ML models.
• 24x7 Emission Monitoring Starter Kit Entry-level emissions monitoring package for methane and VOC leak detection, including sensors and platform subscription for initial deployment and ESG/compliance evaluation.

Quantifiable outcome

• Reduce maintenance costs by 30-50%
• +9 more outcomes

Named customers12 records

Segments4 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration8 records

AI capability8 records

Feature7 records

Partnerships

One partnership is on record.

• ArchrockcoreChannel Partner/ Reseller/ DistributorArchrock is listed as a GTM (Go-to-Market) Partner on Shoreline AI's website. This partnership provides Shoreline AI with channel access to Archrock's midstream compressor customer base in the energy sector.

Scale indicators12 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• SparkCognition: SparkCognition delivers AI solutions for industrial asset management, predictive maintenance, and operational optimization in oil & gas, manufacturing, and defense, directly competing with Shoreline AI in the same enterprise verticals with similar AI-first positioning.
• Fiix (by Rockwell Automation): Fiix is a CMMS/EAM platform now under Rockwell Automation that enables asset maintenance management and integrations with operational systems, competing with Shoreline AI's asset management and CMMS-integrated APM workflow.
• Uptake Technologies: Uptake provides AI/ML-based asset performance management and predictive maintenance for industrial fleets (rail, energy, manufacturing), competing directly with Shoreline AI's ML + physics-model-driven predictive analytics approach.
• Augury: Augury provides AI-driven vibration and temperature IoT sensors with a SaaS platform for machine health and predictive maintenance, directly overlapping Shoreline AI's iCastSense + APM Platform offering across manufacturing and energy customers.
• Samsara: Samsara offers wireless IoT sensors with a cloud platform for industrial operations monitoring, asset tracking, and condition-based maintenance, overlapping with Shoreline AI's cellular smart sensors and asset performance use cases across similar enterprise customer profiles.

Emerging players

• C3.ai: C3.ai provides an enterprise AI platform with predictive maintenance and asset performance applications for energy, manufacturing, and defense customers, overlapping with Shoreline AI's enterprise AI for industrial verticals but with a more software/IT-centric architecture rather than edge-sensor-first.

Broad incumbents

• Siemens MindSphere / APM: Siemens MindSphere plus its Asset Performance Management and Senseye products target the same industrial IoT and predictive maintenance use cases as Shoreline AI, leveraging Siemens' installed base in energy and manufacturing.
• GE Digital APM (Predix): GE Digital's APM suite (built on Predix) is a long-standing enterprise asset performance and reliability offering for power, oil & gas, and manufacturing customers, overlapping with Shoreline AI's APM Platform but typically with higher-cost, complex deployments.
• Honeywell Forge APM: Honeywell Forge Asset Performance Management provides enterprise-scale predictive maintenance and asset reliability for process industries and oil & gas operators, competing with Shoreline AI in the same enterprise verticals but as part of a much broader industrial software portfolio.
• IBM Maximo Application Suite: IBM Maximo is the enterprise incumbent in EAM/APM serving asset-intensive industries (oil & gas, utilities, manufacturing) with a broad suite that overlaps with Shoreline AI's predictive maintenance and CMMS/ERP integration capabilities, though Maximo typically targets larger, more complex deployments.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/shorelineaius

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Shoreline AI