Alternatives to 4M Analytics

Non-intrusive subsurface mapping using advanced sensors, 3D imaging, and AI to provide a clear picture of underground infrastructure.

Esri is a global market leader in geographic information system (GIS) software, location intelligence, and mapping technology.

Enabling the construction industry to build smarter, faster, and greener with physical AI and robotic microfactories.

Datumate provides a cloud-based 4D data analytics platform for digitizing infrastructure construction projects, optimizing workflows and improving project outcomes.

Cloud Volume Orchestrator simplifying and optimizing cloud data infrastructure.

Develops robotic toolkits for sustainable underground infrastructure solutions.

AI-powered software ISP for next-generation camera image quality.

Machine vision for heavy machinery productivity and safety in mining and construction.

Veev is a building technology company that develops homes using an integrated approach to design, fabrication, and construction.

AI-powered materials informatics platform accelerating R&D and optimizing supply chains.

A construction operations platform integrating IoT, oversight, reporting, and analytics for site performance.

Develops intelligent, mobile, autonomous robots for construction site wall rendering.

Provides underground soil moisture data services for infrastructure using satellite SAR data and proprietary algorithms.

A tech-enabled, vertically integrated construction company focused on critical infrastructure.

AI-powered platform for automated risk assessment of civil infrastructure.

A leading employee-owned construction and engineering company building North America's infrastructure and energy projects.

Provides BIM development and Scan2BIM services using LiDAR for the construction industry.

Automates infrastructure inspection and monitoring with 3D digital twins and AI.

1872 is a startup that has launched an autonomous steel fabrication factory model, aiming to revolutionize the construction industry by automating steel fabrication processes.

A leading Chinese commercial aerospace company developing and operating the Jilin-1 remote sensing satellite constellation.

Software for multi-unit construction using military technology to improve quality and efficiency.

Broadcom is a global technology leader designing, developing, and supplying semiconductor and infrastructure software solutions.

Construction robotics startup automating concrete repair.

UK construction data startup focused on improving project efficiency and reducing waste.

Autonomous operating system for tower cranes, enhancing safety and efficiency in construction.

Generates realistic synthetic data for machine learning, testing, and data enrichment.

Security and privacy-first infrastructure preventing fraud with patented biometric technology.

Real-time data streaming platform for cloud modernization and analytics.

Data governance and protection platform for enterprises to manage data risks and unlock data value.

Regatta develops a universal data management platform for enterprises.

Data labeling and synthetic data platform for AI companies, focusing on high-quality data.

Helps businesses simplify cloud consumption, manage multicloud usage, and optimize costs.

Kahoona provides a first-party data activation platform for the open web, enabling cookieless and identity-less digital advertising.

AI model observability and monitoring platform for proactive performance optimization.

A universal data platform for AI and analytics, offering high-performance flash storage and a data lakehouse architecture.

A global leader in 3D design, engineering, and entertainment software, driving innovation in architecture, manufacturing, and media.

Automates cloud storage management for DevOps and FinOps teams to reduce costs and improve control.

NanoTasking platform for mass-scale human guidance for AI.

Creates a unified, searchable data glossary for businesses to trust their analytics.

Augury provides AI-driven machine health and process health solutions for manufacturers, transforming operations and enabling predictive maintenance.

AI-powered data platform for optimizing customer journeys and driving revenue growth.

AI-powered cybersecurity platform for national defense and critical infrastructure.

Real-time B2B data platform for AI agents and GTM teams.

NavVis provides a spatial twin platform for the built world, offering reality capture solutions and a browser-based SaaS platform for managing and utilizing spatial data.

Platform powering the mobility economy by harnessing and monetizing vehicle data for new services.

A platform providing data and insights on private and public companies, startups, and investors.

Global engineering, procurement, and construction services for complex projects across various industries.

AI-powered construction intelligence platform transforming sites into digital environments for cost and time savings.

AI-powered water intelligence solutions for leak prevention and water management.

Industrial AI platform for manufacturers to predict and prevent production disruptions, optimizing quality, availability, and throughput.

Magnus Metal offers Digital Casting™ technology, a digital, Industry 4.0 solution for metal casting.

Automates architectural construction document production for faster project delivery.

AI-powered retrofit systems enabling autonomous operation for heavy construction equipment and fleets.

Planet Labs PBC operates the largest fleet of Earth observation satellites, providing daily imagery and geospatial data for various industries.

Global industrial drone solutions provider for surveying, inspection, agriculture, and UTM.

Cloud-based platform for construction companies to supervise workflows and worker safety.

CropX provides an agronomic farm management system that synthesizes data from soil to sky for advanced soil and crop intelligence.