Viaduct
Viaduct is an AI platform, now a subsidiary of Sumitomo Rubber Industries, that uses its patented Temporal Structural Inference engine to analyze connected-vehicle time-series data for automotive, trucking, construction, agriculture, and utility OEMs and fleet operators, enabling early quality-issue detection, root-cause investigation, and predictive maintenance.
- Company typePrivate
- Founded2020
- HeadquartersMenlo Park, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Viaduct does
Viaduct, Inc. is a US-based AI software company (headquartered in Sunnyvale, California, with a European engineering presence in Ljubljana, Slovenia) that builds a patented analytics platform for connected-vehicle and industrial-asset data. Founded in 2020 and acquired in 2025 by Sumitomo Rubber Industries, Viaduct targets two primary customer sets: (1) manufacturers — including OEMs and Tier 1 suppliers in automotive, trucking, off-highway, agriculture, and utility sectors — for AI-driven quality management, early issue detection, root-cause investigation, and warranty-cost reduction; and (2) fleet operators — for predictive maintenance, intelligent work orders, and tire-health monitoring.
The company's technical core is the patented Temporal Structural Inference (TSI) Engine, a proprietary unsupervised machine learning system for analyzing high-dimensional time-series telematics, sensor, diagnostic, warranty, and service-record data. The platform layers on generative AI capabilities (Smart Groups, AI-Powered Summaries, LLM Memories, semantic correlation) and exposes a proprietary time-series query language plus feature engineering tooling. Deployment options include Viaduct Cloud, an AI application layer, and a Viaduct Edge runtime, with SOC 2 Type II compliance and Okta-based SSO for enterprise procurement. Named modules include Issue Monitoring, Early Issue Detection, AI Investigator, Failure Mode Modeling, Quality Dashboard (manufacturer suite), and Intelligent Work Orders, Tire Health Monitoring, and Proactive Maintenance (fleet suite), plus Sensing Core — a joint fleet management product with Sumitomo Rubber Industries.
Viaduct sells exclusively through a direct enterprise field-sales motion (Request a Demo funnel) on a quote-based subscription model with undisclosed pricing, anchored by multi-year commercial agreements with OEMs such as Paccar and Stellantis. Revenue is generated primarily through enterprise SaaS platform licenses, likely seat- and volume-based given the data-asset intensity of deployments. Strategic distribution flows through the Sumitomo Rubber Industries parent (manufacturing and tire/rubber supply chain reach) and ecosystem platforms including SDVerse and MobilityXlab.
Viaduct firmographics
Firmographics- Name
- Viaduct
- Legal name
- Viaduct, Inc.
- Website
- https://viaduct.ai
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Viaduct is an AI platform, now a subsidiary of Sumitomo Rubber Industries, that uses its patented Temporal Structural Inference engine to analyze connected-vehicle time-series data for automotive, trucking, construction, agriculture, and utility OEMs and fleet operators, enabling early quality-issue detection, root-cause investigation, and predictive maintenance.
- Ownership category
- akta.pro rank
Viaduct industry classification
Industry- Product category
- Industrial AI Analytics (Connected Vehicle & Asset Intelligence)
- SIC
- Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Industrial Data Platforms, Historian & MES/MOM Integration (IMAIAMAI)
- akta.pro secondary industries
- Industrial Automation Software (SCADA, HMI, MES, Historian) (IMAHAHAJ), Vehicle Diagnostics & Fault Code Scanning Services (TLAKANAA)
Keywords
Where Viaduct is headquartered
LocationHeadquarters
- HQ city
- Menlo Park
- HQ country
- United States
- HQ region
- North America
Offices3 records
Markets served
Viaduct business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations
Revenue model
- Enterprise SaaS / Platform Subscription: Viaduct sells its AI platform to enterprise manufacturers (OEMs, Tier 1 suppliers) and fleet operators on a subscription basis. The platform is deployed for quality management, predictive maintenance, and connected asset analytics. Revenue is generated through annual or multi-year platform licenses, likely with seat-based and/or usage-based components tied to data volumes or asset counts.
Go-to-market motion1 record
Distribution channels4 records
Marketing channels6 records
Viaduct product offering
Product offeringCore offering
Viaduct sells an enterprise AI software platform that uses its patented Temporal Structural Inference (TSI) Engine to discover patterns and anomalies in high-dimensional time-series data generated by connected vehicles and industrial assets. The platform is delivered as manufacturer and fleet solution suites covering issue monitoring, early issue detection, root-cause investigation, failure mode modeling, intelligent work orders, tire health monitoring, and proactive maintenance, with Cloud, AI, and Edge deployment options. Customers are enterprise OEMs, Tier 1 suppliers, and commercial fleet operators across automotive, trucking, construction, agriculture, and utility sectors.
Product overview
Viaduct offers a unified AI platform for manufacturers and fleets that uses patented Temporal Structural Inference (TSI) technology to discover hidden patterns in complex time series data from connected assets. The platform operates as a core platform with Cloud, AI, and Edge deployment options, powered by the proprietary TSI Engine. For manufacturers, the platform provides Issue Monitoring, Early Issue Detection, AI Investigator, Failure Mode Modeling, Quality Dashboard, Smart Groups, and Suggested Issues modules. For fleets, it offers Intelligent Work Orders, Tire Health Monitoring, and Proactive Maintenance. The platform serves multiple industries including Automotive, Trucking, Construction/Off-Highway Fleets, Agriculture, and Industrial/Utility sectors. Key capabilities include AI-powered quality alerts, predictive maintenance with 23% downtime reduction, and 90% faster issue investigation.
Differentiator
Problem solved
Functional benefit
Products and services
- Viaduct Platform Unified AI software platform that uses patented Temporal Structural Inference (TSI) to discover hidden patterns in complex time-series data from connected assets, with a proprietary query language, feature engineering tools, and conversational interface serving both technical and business users. Sold to enterprise OEMs, Tier 1 suppliers, and commercial fleet operators.
- Viaduct for Manufacturers Solution suite for OEMs and Tier 1 manufacturers that combines issue monitoring, early issue detection, AI-powered root-cause investigation, failure mode modeling, and quality dashboards to reduce warranty costs and detect manufacturing defects earlier.
- Viaduct for Fleets Solution suite for commercial fleet operators providing AI-driven intelligent work orders, tire health monitoring, and proactive maintenance to reduce unplanned downtime and optimize total cost of ownership.
- Sensing Core AI-driven fleet management software co-developed by Viaduct and Sumitomo Rubber Industries, providing connected-vehicle analytics and fleet management capabilities for commercial tire and vehicle fleets.
Quantifiable outcome
- Reduce unplanned downtime by 23%
- +10 more outcomes
Companies that use Viaduct
Customer profileNamed customers5 records
Segments7 records
Ideal customer profiles2 records
Viaduct technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration1 record
AI capability8 records
Feature14 records
Viaduct partnerships and signals
Strategic signalPartnerships
Three partnerships are on record, tiered minor and core.
- SDVerseminorViaduct joined SDVerse to bring AI-powered manufacturing and quality intelligence to the software-defined mobility ecosystem. SDVerse is a collaboration platform connecting startups with mobility industry leaders for joint development of software-defined vehicle technologies.
- PaccarcorePaccar, a global leader in the design, manufacture, and customer support of premium light-, medium- and heavy-duty trucks, signed a multi-year agreement with Viaduct to enhance vehicle uptime and optimize cost of quality via machine learning on connected truck data. Paccar partnered with Viaduct to ingest and interpret connected data from their trucks. Viaduct's technology has been deployed with Paccar's fleet customers to improve predictive maintenance and reduce unplanned downtime.
- MobilityXlabminorViaduct was invited to join MobilityXlab, a collaboration platform that connects startups with mobility industry leaders. Viaduct participates alongside other mobility innovators to collaborate on industry challenges.
Scale indicators12 records
Recent moves7 records
Expansion highlights6 records
Viaduct competitors and assessment
Company assessmentDirect peers
- Uptake: Enterprise AI platform for industrial assets and fleets, providing predictive maintenance, asset performance, and reliability analytics. Most directly comparable to Viaduct in target customer (heavy equipment OEMs and industrial fleets) and core AI/ML approach to connected-asset data.
- Augury: AI-driven asset health and process optimization for manufacturing and commercial buildings, using vibration/temperature sensing and AI to predict failures. Comparable to Viaduct in serving manufacturers and fleets with AI-based anomaly detection and predictive maintenance on connected industrial equipment.
- SparkCognition (now Avathon): Industrial AI platform for asset reliability, predictive maintenance, and operational optimization across energy, manufacturing, and transportation. Closely comparable to Viaduct's industrial AI focus and similar customer profile in heavy industry and OEMs.
- Samsara: Connected Operations cloud for fleet management, industrial operations, and asset visibility — strong overlap with Viaduct's fleet-side intelligent work orders, tire health monitoring, and proactive maintenance use cases across commercial trucking and industrial fleets.
- Sight Machine: AI manufacturing analytics platform providing real-time visibility, quality, and root-cause analysis across factory operations. Comparable to Viaduct's manufacturer-side quality and early-issue-detection offerings, serving similar discrete manufacturing customers.
- Geotab: Fleet telematics and connected vehicle analytics platform serving commercial trucking and industrial fleets worldwide. Comparable to Viaduct on the fleet-operations side, particularly for telematics-based maintenance optimization, though focused more on driver/safety than AI quality analytics.
Broad incumbents
- C3.ai: Enterprise AI application platform with deep deployment across manufacturing, aerospace, and industrial customers. Comparable to Viaduct as an enterprise AI platform for industrial use cases, though broader in scope (energy, defense, financial services) and not specialized in time-series telematics.
- Palantir Technologies: Data analytics and AI platform (Foundry) widely deployed across industrial and manufacturing customers for operational analytics and supply-chain visibility. Comparable to Viaduct as an enterprise data/AI platform for industrial use cases, but far broader and not focused specifically on time-series connected asset quality.
- PTC (ThingWorx): Industrial IoT and PLM platform with ThingWorx serving OEMs and manufacturers with connected asset analytics, predictive maintenance, and operational intelligence. Comparable to Viaduct in OEM/fleet IoT analytics, but broader in scope and bundled into PTC's larger PLM/CAD portfolio.
- IBM Maximo Application Suite: Enterprise asset management and predictive maintenance platform with broad deployment across manufacturing, utilities, and transportation. Comparable to Viaduct's predictive maintenance and intelligent work order capabilities, but as part of IBM's broader enterprise software suite.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat5 records
Key risks5 records
Key highlights6 records
Customer concentration
Viaduct social profiles
Digital presenceViaduct compliance and trust
Trust signalCompliance4 records
Viaduct financial estimates
Financial estimateRevenue estimate
Valuation estimate
Viaduct leadership team
Management profileNumber of profiles
Profiles4 records
Viaduct funding detail
Funding detailFunding overview
Funding rounds3 records
Investors6 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Viaduct M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Viaduct
What does Viaduct do?
Viaduct sells an enterprise AI software platform that uses its patented Temporal Structural Inference (TSI) Engine to discover patterns and anomalies in high-dimensional time-series data generated by connected vehicles and industrial assets. The platform is delivered as manufacturer and fleet solution suites covering issue monitoring, early issue detection, root-cause investigation, failure mode modeling, intelligent work orders, tire health monitoring, and proactive maintenance, with Cloud, AI, and Edge deployment options. Customers are enterprise OEMs, Tier 1 suppliers, and commercial fleet operators across automotive, trucking, construction, agriculture, and utility sectors.
Is Viaduct a public or private company?
Viaduct is a private company. It is classified as corporate owned and is currently operating.
When was Viaduct founded?
Viaduct was founded in 2020. It employs 11 to 50 people.
Where is Viaduct based?
Viaduct is headquartered in Menlo Park, United States, in the North America region.
How does Viaduct make money?
One revenue line is on record: enterprise SaaS / Platform Subscription.
Who are Viaduct's main competitors?
Direct peers on record are Uptake, Augury, SparkCognition (now Avathon), Samsara, Sight Machine and Geotab. Broad incumbents are C3.ai, Palantir Technologies, PTC (ThingWorx) and IBM Maximo Application Suite.
Does Viaduct have an API?
No public API is recorded for Viaduct.
What industry is Viaduct in?
Viaduct's product category is Industrial AI Analytics (Connected Vehicle & Asset Intelligence). Its primary akta.pro industry code is IMAIAMAI, Industrial Data Platforms, Historian & MES/MOM Integration, with a secondary code of IMAHAHAJ, Industrial Automation Software (SCADA, HMI, MES, Historian). Its SIC code is 7373.