What Fracta does

Fracta is an AI-native risk analysis platform purpose-built for water and gas infrastructure operators. Founded in 2015 in Mountain View, California, the company describes itself as the world's first AI-powered risk analysis modeling platform for water infrastructure, serving municipal and regional water utilities that must manage aging underground pipeline networks under tight capital and regulatory constraints. The platform ingests pipe-level GIS data, historical break records, and more than 120 environmental and geographic variables (soil composition, elevation, weather patterns, nearby infrastructure) and applies ensemble learning and gradient boosting techniques to predict which mains are most likely to fail within defined time horizons.

The product is organized into five integrated modules: Likelihood of Failure (LOF) produces a probability score for each pipe segment; Cost of Failure (COF) quantifies the financial, operational, and social consequences of a failure; Total Risk (TR) multiplies LOF x COF into a unified risk score; Job Planner uses spatial optimization to group high-risk pipes into shovel-ready replacement packages subject to budget, crew, and sequencing constraints; and As-Built Digitization applies computer vision, OCR, and large language models to convert scanned legacy maps and as-builts into GIS-ready vector data. The company describes continuous model retraining as new failure data is recorded by utility customers.

Fracta operates as an enterprise B2B SaaS business with quote-based annual subscriptions sold via a direct sales motion targeting utility managers, asset managers, and consulting engineers. The company has a documented track record analyzing thousands of miles of pipeline and tens of thousands of breakage events across utilities, with EBMUD (East Bay Municipal Utility District) as a named US customer. Since 2019 it has operated a Japanese subsidiary, Fracta Japan Co., Ltd., and in 2023 it became a wholly owned subsidiary of Kurita Water Industries, Ltd., Japan's largest water treatment firm. Revenue is not publicly disclosed, and the platform is delivered via the cloud application app.fracta.ai.

Name

Fracta

Legal name

Fracta

Website

https://fracta.ai

Company type

Private

Founded year

2015

Operating status

Operating

Headcount range

11–50 employees

Short description

Fracta provides an AI-powered risk analysis platform that helps water utilities predict pipe failures, prioritize replacements, and digitize legacy records. It serves municipal and regional water utilities in the US and Japan as a wholly owned subsidiary of Kurita Water Industries.

Ownership category

akta.pro rank

Product category

Water Infrastructure Risk Analytics Software

NAICS

Water Supply and Irrigation Systems (22131), Natural Gas Distribution (221210)

SIC

Water Supply (4941), Natural Gas Transmisison & Distribution (4923), Electric, Gas & Sanitary Services (4900)

akta.pro primary industry

NRW Data Management & Water Balance (IWA Methodology, GIS/SCADA Integration, Digital Twins) (EUANAKAJ)

akta.pro secondary industry

Capacity, Pressure & Hydraulic Modeling Analytics (EUAJALAD)

Keywords

• Water infrastructure analytics
• Predictive pipe failure
• Utility asset management
• GIS digitization software
• Capital planning tools

Headquarters

HQ city

Palo Alto

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. SaaS/Platform Subscription: Fracta operates as a cloud-based SaaS platform providing AI-powered risk analysis tools to water utilities. The platform is accessed via app.fracta.ai, suggesting a subscription-based software delivery model with utilities paying for access to LOF, COF, Total Risk, Job Planner, and As-Built Digitization modules.

Pricing tiers

Go-to-market motion1 record

Distribution channels1 record

Marketing channels3 records

Core offering

Fracta sells an AI-powered SaaS platform that helps water utilities predict pipe failures, quantify the financial and social consequences of those failures, and convert legacy as-built paper maps into GIS-ready data. The platform combines five integrated modules — Likelihood of Failure (LOF), Cost of Failure (COF), Total Risk (TR), Job Planner, and As-Built Digitization — to support capital planning, replacement prioritization, and budget optimization for aging water and gas infrastructure.

Product overview

Fracta is an AI-powered infrastructure risk analysis platform for water utilities. The platform comprises five integrated modules: Likelihood of Failure (LOF) predicts pipe failure probability using machine learning and 120+ environmental variables; Cost of Failure (COF) quantifies financial and social consequences of failures; Total Risk (TR) combines LOF and COF into a unified risk score; Job Planner optimizes replacement project prioritization; and As-Built Digitization converts legacy paper maps into GIS-ready data using computer vision and OCR. These modules work together as an end-to-end asset management system—from predictive risk scoring to shovel-ready capital planning.

Differentiator

Problem solved

Functional benefit

Products and services

• Likelihood of Failure (LOF) AI-powered predictive model that estimates the statistical probability that a water main will fail within a given time horizon (1, 3, or 5 years), using machine learning to analyze over 120 environmental and geographic variables for water utility asset managers.
• Cost of Failure (COF) Quantifies the financial, operational, and social consequences of water main failure by analyzing land use, traffic volume, population density, and proximity to critical facilities to help water utilities estimate direct and indirect failure costs.
• Total Risk (TR) Comprehensive risk scoring model that combines Likelihood of Failure (LOF) and Cost of Failure (COF) using the formula TR = LOF x COF, enriched with spatial and social context to deliver a unified Total Risk Score for every pipe segment.
• Job Planner Project planning and prioritization tool that transforms LOF, COF, and Total Risk scores into optimized, shovel-ready work packages by grouping nearby high-risk pipes into logical replacement bundles considering geographic proximity, construction feasibility, and budget constraints.
• As-Built Digitization AI-powered raster-to-vector digitization system that automatically converts scanned as-built drawings, TIFFs, and legacy maps into clean, georeferenced, GIS-ready vector data using computer vision, OCR, and machine learning.

Quantifiable outcome

• Higher accuracy than traditional age-based approaches for predicting pipe failures
• +1 more outcomes

Named customers1 record

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability13 records

Feature5 records

Partnerships

One partnership is on record.

• Kurita Water Industries, Ltd.coreStrategic or Co-development Partner · 1 January 2018Fracta entered into partnership with Kurita Water Industries in 2018, marking the beginning of their strategic relationship before Kurita's acquisition of Fracta as a wholly owned subsidiary in 2023.

Scale indicators3 records

Recent moves9 records

Expansion highlights5 records

Direct peers

• Innovyze (Autodesk): Autodesk's water infrastructure modeling software (acquired from Innovyze) provides hydraulic modeling and asset management to utilities globally. Most direct competitor to Fracta in AI-driven water network analytics and capital planning.
• Xylem (Pure Technologies): Xylem's Pure Technologies unit offers pipe condition assessment and smart water network monitoring, including acoustic monitoring and analytics for water utilities. Comparable customer base and problem space to Fracta's predictive failure analytics.
• Trimble Water: Trimble's water utility solutions cover network monitoring, GIS, and field operations for water/wastewater utilities. Competes for similar enterprise SaaS budget at utilities.

Broad incumbents

• Bentley Systems: Bentley's OpenFlows and iTwin platform provide hydraulic modeling, asset performance, and digital twin solutions to water and wastewater utilities. A larger, established incumbent with overlapping capabilities in infrastructure analytics.
• Esri: Esri's ArcGIS is the dominant GIS platform for water utilities globally and serves as the data backbone Fracta integrates with. A broad incumbent whose Utility Network model is often where utilities run risk and asset workflows.
• Aclara (Hubbell): Aclara provides smart metering, AMI, and distribution sensing solutions for water and gas utilities. Operates in adjacent infrastructure-intelligence space with utility customers overlapping Fracta's.

Emerging players

• Syrinix: Syrinix offers acoustic monitoring and transient analytics for water pipelines, focused on leak detection and burst prevention. Smaller, emerging competitor in AI/analytics for pipe failure.

Others

• Mueller Water Products: Mueller provides pipe infrastructure products (hydrants, valves, smart meters) and EchoShore leak detection for utilities. An adjacent/hardware supplier with analytics capabilities in the same problem space.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat5 records

Key risks5 records

Key highlights6 records

Customer concentration

• Xx.com/fractainc
• LinkedInlinkedin.com/company/fractainc

Revenue estimate

Valuation estimate

Number of profiles

Profiles5 records

Subsidiaries1 record

Funding overview

Funding rounds1 record

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 Fracta