Shoreline

What Shoreline does

Shoreline is a Physical AI software platform that provides asset performance management (APM) and 24x7 methane and volatile organic compound (VOC) leak detection for critical energy infrastructure operators. The company combines edge-AI wireless sensors (iCastSense) with a cloud-native analytics platform, pairing on-site sensing with a library of more than 30,000 pre-built asset physics models to deliver predictive failure detection, anomaly diagnostics, and emissions monitoring. Its target customers are operators in oil and gas (upstream, midstream, downstream), power generation, manufacturing, and data center cooling, with named enterprise users including DCP Midstream, Phillips 66, Chevron, Williams, Targa Resources, SLB, GE, Mitsubishi, Archrock, Prime Conduit, and Alterra Energy.

The platform is delivered as a 100% software-as-a-service subscription with no customer CapEx, offered through an all-inclusive pricing model that bundles sensors, connectivity, analytics, and software. Distribution is direct to enterprise operators and complemented by channel partners including AWS (Energy ISV Competency and Marketplace), SLB (upstream go-to-market), Archrock (compression services channel), and other integrators. Recent product expansion adds a GenAI Virtual Assistant, APM Copilot, and prescriptive AI capabilities layered on top of AWS Bedrock, broadening the offering from sensor-driven monitoring toward generative diagnostics and operator decision support.

Shoreline is privately held and venture-backed, with Momenta identified as a strategic investor. The company is headquartered in Campbell, California, with engineering operations in Pune, India and go-to-market presence in Houston, Texas. It was founded by a team drawn from AI/ML, cloud, and hardware engineering roles at Google, Apple, Cisco, Intel, Marvell, and VMware, and is led by CEO Kishore Manghnani.

Name

Shoreline

Legal name

Shoreline AI Inc.

Website

https://shorelineai.us

Company type

Private

Operating status

Operating

Short description

Shoreline is an industrial AI platform providing plug-and-play asset performance management and methane/VOC leak detection for energy operators, combining edge-AI wireless sensors with 30,000+ pre-built physics models delivered as a SaaS subscription.

Ownership category

akta.pro rank

Product category

Industrial Asset Performance Management Software

NAICS

Navigational, Measuring, Electromedical, and Control Instruments Manufacturing (33451)

SIC

Industrial Instruments For Measurement, Display, And Control (3823)

akta.pro primary industry

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)

akta.pro secondary industries

AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF), AI/ML Engineering & Model Development Services (BPAEAHAF)

Keywords

• Industrial asset performance management
• Predictive maintenance software
• Wireless vibration sensors
• Methane leak detection
• Industrial IoT platform

Headquarters

HQ city

Campbell

HQ country

United States

HQ region

North America

Offices4 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. APM SaaS Subscription: 100% SaaS subscription model with all-inclusive pricing covering IoT wireless sensors, cellular connectivity, cloud portal access, training, and support. Zero CapEx required from customers. Subscription includes everything needed for deployment: sensors, software, connectivity, and support.
2. Starter Kits: Pre-configured starter kits (APM Starter Kit - 50 sensors, Methane Starter Kit SKM10/SKM25) sold as annual subscriptions that include hardware, connectivity, platform access, and onboarding support.

Pricing tiers

Go-to-market motion3 records

Distribution channels4 records

Marketing channels6 records

Core offering

Shoreline AI develops and sells a Physical AI Platform for industrial asset performance management and methane/VOC leak detection. The platform combines self-installable wireless smart sensors with built-in edge AI (iCastSense) and a cloud-native SaaS that uses 30,000+ pre-built asset physics models plus hybrid AI/ML to deliver predictive maintenance and 24x7 leak detection for energy and manufacturing operators on a 100% subscription basis.

Differentiator

Problem solved

Functional benefit

Products and services

• Shoreline APM Platform Cloud-native Asset Performance Management SaaS platform that uses 30,000+ pre-built asset physics models combined with hybrid AI/ML to deliver predictive maintenance and condition monitoring for industrial assets. Designed for enterprise energy operators and manufacturers, sold as an all-inclusive SaaS subscription covering hardware, connectivity, software, and support.
• 24x7 Leak Detection Platform Continuous methane/VOC leak detection platform that uses smart sensors with audio, vibration, temperature, and process signals to instantly detect large leaks from slop tanks, compressors, and pressure relief valves. Targets oil & gas operators needing EPA-compliance and emissions monitoring.
• iCast Smart Wireless Sensor (iCastSense) 6-in-1 industrial wireless smart sensor with built-in edge AI that captures vibration, acoustic, ultrasound, surface and ambient temperature, and humidity data, performing compute and anomaly-detection inference locally before transmitting to the cloud via cellular. Sold as part of Shoreline's APM and leak detection subscriptions for energy operators and manufacturers.
• APM Starter Kit Pre-configured pilot package of 50 Shoreline smart wireless sensors bundled with platform subscription, provisioning, training, and support for asset performance management. Targets operators wanting to self-deploy a starter deployment before scaling to enterprise rollouts.
• Methane Starter Kit (SKM10 / SKM25) Pre-configured pilot bundle of 10 or 25 Shoreline smart wireless sensors plus platform subscription, provisioning, training, and AI/ML leak detection for monitoring methane/VOC emissions from slop tanks, compressors, and PRVs. Targets operators needing a low-friction entry point for continuous emissions monitoring.

Quantifiable outcome

• Reduce maintenance costs ~30-50%
• +8 more outcomes

Named customers13 records

Segments7 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

Feature5 records

Partnerships

Five partnerships are on record, tiered core.

• DCP MidstreamcoreStrategic or Co-development Partner · 29 March 2022Multi-year agreement (March 2022) to deploy Shoreline's AI/ML APM solution across 30+ locations and 110+ assets for real-time condition monitoring of reciprocating compressors, engines, and motors. DCP Midstream is a Fortune 500 midstream MLP headquartered in Denver, Colorado, with gathering, processing, logistics and marketing assets. Owner of DCP's general partner is a joint venture between Enbridge and Phillips 66.
• ArchrockcoreGTM or Marketing PartnerGTM partnership for compression applications in midstream. Archrock is a leading provider of natural gas compression services. Together helping operators catch emerging issues early so work gets planned before uptime, throughput, or production take the hit.
• SLBcoreStrategic or Co-development PartnerStrategic partnership to bring Shoreline's physical AI-driven predictive maintenance platform combined with SLB's deep expertise in upstream operations. Bringing real-time equipment health monitoring and failure prediction to rotating assets across drilling, completions, and production.
• Amazon Web Services (AWS)coreTechnology or IntegrationAWS Energy ISV Competency partner. Shoreline's platform is built on AWS services including IoT Core, Lambda, SageMaker, Bedrock, Aurora, and S3. AWS co-markets Shoreline through Energy ISV partner program and AWS Energy Symposium events.
• AWS Equipment Health & MaintenancecoreTechnology or IntegrationAWS Energy Solutions - Equipment Health Optimization co-developed solution. AWS publishes case studies and technical documentation on Shoreline's solution. Fully automated, end-to-end AI/ML solution that unlocks access to operational data to extend equipment useful life.

Scale indicators9 records

Recent moves6 records

Expansion highlights6 records

Broad incumbents

• Honeywell Forge: Honeywell's enterprise performance suite covering asset management, predictive maintenance, and process optimization across refining, petrochemical, and oil & gas. Competes with Shoreline as an incumbent option for asset-heavy operators.
• GE Digital (APM / Predix): General Electric's industrial software division offering asset performance management, predictive maintenance, and reliability solutions across power, oil & gas, and manufacturing. Broad incumbent alternative to Shoreline for large operators including GE Power customers.
• C3.ai: Enterprise AI application platform with predictive maintenance and asset performance use cases across oil & gas, manufacturing, and utilities. Competes for enterprise AI platform spend overlapping with Shoreline's Physical AI positioning.
• Siemens MindSphere / Insights Hub: Siemens' industrial IoT and asset analytics platform with condition monitoring and predictive maintenance capabilities. Provides overlapping functionality to Shoreline's APM for industrial customers.
• IBM Maximo Application Suite: IBM's enterprise asset management and APM platform widely deployed in oil & gas, utilities, and manufacturing. Competes with Shoreline at the work-order and asset hierarchy level through integrations with SCADA, historians, and CMMS.

Direct peers

• Augury: AI-driven asset health and process optimization platform for manufacturing and industrial operators. Augury competes directly with Shoreline in vibration-based predictive maintenance and is often named alongside Shoreline in APM deals.
• Petasense: Wireless vibration and temperature sensors with cloud analytics for rotating equipment predictive maintenance. Competes directly with Shoreline's iCastSense product in the wireless, self-install industrial sensor category.
• AssetWatch: Wireless vibration monitoring and remote condition monitoring services for industrial facilities. Shoreline itself notes AssetWatch as a competitor that failed Oil & Gas specifications, indicating overlap in target buyers.
• Uptake: Industrial AI and asset performance management software serving heavy industries including rail, mining, and energy. Uptake overlaps with Shoreline on AI/ML predictive maintenance for industrial assets and competing for enterprise energy contracts.
• Samotics: Dutch AI-based condition monitoring and energy performance platform using vibration and electrical signature analysis. Targets industrial operators with SAM4 and is one of the closest direct comparables to Shoreline's iCastSense-based offering.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks3 records

Key highlights7 records

Customer concentration

• YouTubeyoutube.com/watch?v=Fizg2DkcoVA
• LinkedInlinkedin.com/company/shorelineaius

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

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