What infinitii ai does

infinitii ai (formerly Carl Data Solutions Inc., rebranded in October 2022) is a Vancouver-based public Industrial IoT software company that provides AI-driven predictive analytics for Smart City water and Smart Industry infrastructure. Its core product is the infinitii dataworks platform — a cloud-agnostic, open-source-based SaaS suite built on Python and R — anchored by infinitii flowworks for real-time time-series monitoring, alarming and analysis of sensor data. The platform is extended through tiered modules (flowworks+, flowworks pro) and specialized add-ons including infinitii face pro for deploying customer Python/R ML scripts in production, infinitii auto i&i for automated rainfall-derived inflow and infiltration analysis, infinitii auto qa/qc for ML-based sensor anomaly detection, infinitii cso predict for 7-day combined sewer overflow forecasting, and infinitii mobile and dashboards launched in 2025 for field operations and no-code visualization.

The company sells predominantly to municipal water and wastewater utilities across North America — including Seattle, Los Angeles, Miami-Dade, Boston, Dallas, Vancouver, Region of Peel, York Region, Hamilton, Montreal, Charlotte NC and others — and reports more than 90% market penetration in Greater Toronto and Hamilton Area wastewater utilities. Revenue is generated primarily through annual SaaS subscriptions across standard, plus and pro tiers, supplemented by professional services via engineering partners (AECOM, TREKK Design Group, Kerr Wood Leidal, SCG Flowmetrix) and usage-based API transaction fees. Distribution is hybrid: direct enterprise sales combined with a national U.S. distribution agreement with Core & Main Inc. The company is publicly listed (CSE:IAI, FSE:Y31, OTC:CDTAF), is unprofitable but narrowing losses, has reported 11 consecutive quarters of year-over-year revenue growth and 100% customer retention through Q2 FY2026, and has raised approximately CAD $2.5 million across three recent funding rounds led by ThreeD Capital Inc.

Name

infinitii ai

Legal name

infinitii ai inc.

Website

https://infinitii.ai

Company type

Public

Founded year

2014

Operating status

Operating

Headcount range

11–50 employees

Short description

infinitii ai is a Vancouver-based public SaaS company providing AI-driven predictive analytics and ML software on the infinitii dataworks platform for municipal water, wastewater and Smart Industry infrastructure across North America.

Ownership category

akta.pro rank

Product category

Water Infrastructure Analytics Software

NAICS

Computer Systems Design and Related Services (54151), Water, Sewage and Other Systems (2213)

SIC

Industrial Instruments For Measurement, Display, And Control (3823), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Water & Wastewater Utility IoT (SCADA, Leak/Quality Monitoring) (EUADAPAK)

akta.pro secondary industries

Real-Time Monitoring & Smart Stormwater (Sensors, SCADA/IoT, RTC) (EUANAEAK), Online Monitoring, Sensors & Instrumentation (SCADA-integrated analyzers, probes, samplers) (EUANAJAC), Meter Data Management & Analytics (MDM, validation/estimation/editing, usage insights) (EUANAIAB), Water Quality & Watershed/Hydrologic Modeling (SWMM/HEC-RAS, Flood/Runoff/Nutrient) (EUAHAKAF)

Keywords

• Water infrastructure analytics
• Predictive analytics software
• Machine learning water
• Smart city monitoring
• Industrial IoT platform

Headquarters

HQ city

Vancouver

HQ country

Canada

HQ region

North America

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. SaaS Subscriptions: Core recurring Software as a Service (SaaS) revenues from subscription-based access to infinitii dataworks platform and its applications including infinitii flowworks, infinitii face pro, infinitii auto i&i, infinitii auto qa/qc. Available in standard, plus, and pro tiers with varying feature sets. Customer retention rate of 100% from end of last fiscal year.
2. Professional Services: Implementation, consulting, and engineering services for deployment and integration of infinitii ai software. Includes partnerships with engineering services firms for installations and custom deployments. Company works with implementation partners like AECOM, Kerr Wood Leidal, SCG Flowmetrix for customer deployments.
3. Data Transaction Fees: API-based data transaction fees for extended data integration points and data access. infinitii api pro allows developers to extract site, channel and data point information using RESTful web services with unlimited data transactions in pro versions.

Pricing tiers

Go-to-market motion4 records

Distribution channels4 records

Marketing channels7 records

Core offering

infinitii ai develops and sells the infinitii dataworks platform, a cloud-agnostic, machine-learning-based predictive analytics SaaS suite for Smart City water and Smart Industry infrastructure. Its core product, infinitii flowworks, ingests time-series data from sensors (SCADA, USGS, NOAA, satellite, wireless) and applies ML to enable real-time monitoring, alarming, hydraulic model integration, inflow & infiltration (I&I) analysis, combined sewer overflow (CSO) prediction, and flood forecasting for municipal water utilities.

Product overview

infinitii ai offers a unified platform-plus-modules architecture under the infinitii dataworks platform umbrella. The core product is infinitii flowworks, a SaaS-based predictive analytics suite for Smart City water infrastructure that processes time-series sensor data for real-time monitoring, alarming, and predictive analytics. This core platform is extended through multiple product tiers (flowworks+, flowworks pro) and specialized add-on modules including infinitii face/face pro for advanced calculations and ML script deployment, infinitii auto i&i for automated inflow/infiltration analysis, infinitii auto qa/qc for sensor data quality control, infinitii mobile and infinitii dashboards for field and visualization access, infinitii cso predict and infinitii flood risk forecast for specialized predictions, and infinitii api connect/api pro for developer integration. For Smart Industry infrastructure, the company offers infinitii real time monitoring and infinitii advanced calculation engine. All products leverage machine learning and are designed for water utilities and industrial applications that rely on time-series data.

Differentiator

Problem solved

Functional benefit

Brands

• infinitii dataworks: Umbrella platform for AI-driven predictive analytics software for Smart City and Smart Industry infrastructure applications that rely on time-series data.
• infinitii flowworks
• infinitii face pro
• infinitii auto i&i
• infinitii auto qa/qc
• infinitii mobile
• infinitii dashboards
• infinitii cso predict
• infinitii flood risk forecast

Products and services

• infinitii dataworks platform Cloud-agnostic, open-source-based SaaS platform that processes time-series sensor data for Smart City water and Smart Industry infrastructure customers, ingesting all data types from any source (SCADA, USGS, NOAA, satellite, wireless) and providing ML-driven analytics and alerting.
• infinitii flowworks Flagship predictive analytics software suite for Smart City water infrastructure that performs real-time analysis, checks flow monitoring status, sets alarms through a single interface, and accepts all types of data from any source for time-series applications. Sold to municipal water utilities.
• infinitii face pro Streaming analytics application for data transformation that empowers users to deploy Machine Learning scripts (Python or R) for managing and operationalizing production-ready models to generate predictions, anomaly detection, and prescriptive analytics for water utility data.
• infinitii auto i&i Automated Rainfall-Derived Infiltration and Inflow analysis tool using machine learning algorithms and the envelope method to continuously update dry weather patterns and provide GIS visualization of basin metrics for sanitary sewer system operators.
• infinitii auto qa/qc Automated Quality Assurance and Quality Control software that uses machine learning to flag sensor data outliers, predict replacement values, and eliminate or substitute anomalous data for more accurate RDII studies and operational predictions.
• infinitii mobile Mobile application delivering real-time field intelligence to utility teams with instant alarm notifications, GIS maps highlighting alarm locations, detailed site status and root cause information. Available in standard (no-cost) and pro (paid) editions.
• infinitii dashboards Drag-and-drop, no-code dashboard creation tool providing real-time visibility into water collection and delivery systems for water utility personnel. Available in standard (no-cost) and pro (paid subscription) editions with advanced customization in pro.
• infinitii data review Software tool for visual review, flagging and inline editing of sensor data outliers from within the graphing tool, transforming raw sensor data into calculated channels while preserving the original data and boosting analyst productivity.
• infinitii cso predict Predictive analytics module that identifies when and where sewer, stormwater, and Combined Sewage Overflow (CSO) events will take place at discharge points up to seven days in advance.
• infinitii flood risk forecast Flood prediction module combining a hydrology model with Machine Learning and precipitation data to predict flood events at discharge points up to seven days in advance.
• infinitii real time monitoring Real-time monitoring solution for Smart Industry infrastructure including data ingestion, hosting, email notifications, alerts, reporting, unlimited users, maintenance, upgrades, and custom dashboards for industrial operations such as mining, manufacturing and processing facilities.
• infinitii advanced calculation engine Data science application for Smart Industry infrastructure used for pattern discovery and prediction in large industrial datasets, supporting Python and R script deployment to develop and operationalize production-ready machine learning models.
• infinitii api pro RESTful web service API that allows developers to extract site, channel and data point information from infinitii flowworks, with extended integration points and unlimited data transactions for enterprise deployments including Power BI dashboards.

Quantifiable outcome

• 78% reduction in analysis time and approximately $40,000 labor cost savings per analysis for York Region's I&I analysis
• +6 more outcomes

Named customers15 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

Integration1 record

AI capability6 records

Feature10 records

Partnerships

Six partnerships are on record, tiered core and minor.

• AECOMcoreImplementation/ SI/ Consulting PartnerGlobal engineering services firm partnership for implementing infinitii ai software. Won second competitive bid with City of Hamilton installing flowworks at 112 sites. Collaboration on product development including beta testing of auto i&i with York Region. Strong track record of winning strategic municipal bids together.
• Core & Main Inc.coreChannel Partner/ Reseller/ DistributorU.S. national distribution agreement for infinitii flowworks as part of Core & Main's Core+ solutions. Core & Main is a leading U.S. water infrastructure products distributor. Partnership provides data neutrality enabling innovation with technology and manufacturing partners without being locked in or locked out from strategically important data.
• Kerr Wood Leidal Associates Ltd.coreImplementation/ SI/ Consulting PartnerCanadian engineering firm actively using infinitii face pro for running advanced calculations in real-time. Engineers deploy custom data transformations for clients including Soil and Water Integrated Model (SWIM) calculations and Evapotranspiration calculations. Senior Data Scientist Luis Galindo praised the ability to copy-paste Python/R code for system-wide deployment.
• SCG Flowmetrix Technical Services Inc.coreImplementation/ SI/ Consulting PartnerFlow monitoring and rainfall specialists who partnered on record sale to Region of Peel. Led large-scale project installing 350+ sensors and 30+ rain gauges for analyzing over one billion data points. Beta testing partner for auto qa/qc software with York Region. Successfully won multiple competitive bids in GTHA wastewater utilities.
• TREKK Design Group LLCcoreImplementation/ SI/ Consulting PartnerKansas City, MO-based infrastructure engineering firm. More than doubled infinitii ai install base from 4 to 11 sites across U.S. Midwest (Kansas City MO, Omaha NE, Cedar Hill MO, St. Louis MO). Launched Waterspout powered by infinitii ai including patented PreView underground sewer pipe viewing technology. Strong feedback on nimble development team responsive to field input.
• CSL ServicesminorImplementation/ SI/ Consulting PartnerNew Jersey-based engineering services firm. VP Bill Dawson stated infinitii flowworks i&I analysis tool is a competitive differentiator allowing engineers to become more efficient. Reports average 25% decrease in engineering time on flow monitoring studies with up to 50% reduction on larger projects.

Scale indicators11 records

Recent moves7 records

Expansion highlights6 records

Broad incumbents

• Itron: Itron is a broad incumbent in smart water metering and utility analytics, with ML-enabled solutions (e.g., Temetra, Itron Analytics) that compete for the same IT/OT budgets at municipal water utilities.
• Badger Meter: Badger Meter supplies smart water meters and BEACON AMA analytics, providing a comparable meter-data management and utility analytics offering to the same customer base infinitii addresses.
• Xylem: Xylem is a global water technology incumbent (including the former IDRICA smart-water platform) selling metering, analytics, and SCADA-integrated solutions to the same municipal water customers as infinitii, but as part of a much broader hardware/services portfolio.
• Bentley Systems (OpenFlows / WaterGEMS): Bentley's OpenFlows WaterGEMS / SewerGEMS and iModelHub are the leading hydraulic modeling platforms; infinitii integrates with SWMM/InfoWorks/MIKE but Bentley is the dominant modeling incumbent shaping utility digital-twin roadmaps.
• Mueller Water Products: Mueller Water Products offers pipe network monitoring, AMI, and data analytics products (including Echologics and Hydro-Guard) to water utilities — adjacent to infinitii's predictive analytics but bundled with hardware.

Direct peers

• Optimatics: Optimatics provides optimization and analytics software for water and wastewater networks, competing with infinitii flowworks for network planning, capacity, and operational analytics budgets at utilities.
• VODA.ai: VODA.ai applies machine learning to predict water pipe failure risk for utilities, a directly comparable AI-for-water-infrastructure offering sold to the same municipal buyer personas that infinitii targets.
• Fracta: Fracta uses AI to assess probability of failure in water mains, overlapping with infinitii's machine learning predictive analytics approach for water utilities facing aging infrastructure risk.
• SewerAI: SewerAI provides AI-driven inspection and analytics for wastewater and sewer infrastructure, directly competing with infinitii's auto i&i, auto qa/qc and cso predict modules in the municipal I&I and sewer-condition use cases.

Regional players

• Hydroscope (Trio Analytics): Hydroscope provides cloud-based data analytics and visualization for water utilities primarily in Australia and New Zealand, mirroring infinitii's flowworks platform architecture for SCADA and AMI data in a different geography.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/infinitiiai
• YouTubeyoutube.com/@infinitiiai
• LinkedInlinkedin.com/company/infinitii-ai
• Facebookfacebook.com/CarlDataSolutions

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Subsidiaries2 records

Funding overview

Funding rounds4 records

Investors2 records

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 infinitii ai