ElectroTempo

What ElectroTempo does

ElectroTempo is a software company that provides machine learning-powered EV charging demand forecasting and operations optimization, primarily serving electric utilities, fleet operators, ports, and government agencies. Its core platform delivers hour-by-hour charging demand forecasts at street-block spatial resolution using a proprietary three-input modeling framework that integrates calibrated travel behavior (from cell phone and telematics data), top-down energy accounting, and agent-based charging simulation. The platform produces outputs validated against regional household travel surveys and highway traffic counts, and is designed to bridge the information gap between transportation planning and electric grid planning — enabling utilities to identify charging hotspots, size grid investments, and coordinate with fleet customers, while enabling fleets to assess electrification feasibility, optimize depot charging locations, and reduce capital payback periods.

The company's product portfolio centers on its Charging Demand Simulation platform, supplemented by the EV In-Sites site analysis toolkit (freely available in Houston via Texas SECO sponsorship), Fleet Electrification Services, Utility Planning Solutions, and a recently launched Medium- and Heavy-Duty Truck Charging Demand Simulation dataset for Dallas and Houston. ElectroTempo generates revenue primarily through subscription-based SaaS contracts with enterprise customers (custom/quote-based pricing, annual billing cadence per its Terms and Conditions) and pursues a sales-led go-to-market with direct enterprise field sales targeting utilities, fleet operators, ports, and government agencies across the U.S.

ElectroTempo was incorporated in 2021, spinning out of the Texas A&M Transportation Institute where co-founder Dr. Ann Xu (former ARPA-E Senior Technical Advisor) developed the original forecasting toolkit. The company has raised approximately $5 million in seed funding (Schematic Ventures pre-seed, Buoyant Ventures-led seed, VIPC extension) and secured a $1.2 million DOE grant in partnership with CALSTART for I-95 corridor modeling. Its customer base includes Prologis, Port of Virginia, Austin Energy, NIPSCO, several Texas municipal utilities, Broward County, and the EVolve Houston coalition. The company operates from Arlington, Virginia, with 11–50 employees.

Name

ElectroTempo

Legal name

ElectroTempo Inc.

Website

https://electrotempo.com

Company type

Private

Founded year

2021

Operating status

Operating

Headcount range

11–50 employees

Short description

ElectroTempo is a software company that provides machine learning-powered EV charging demand forecasting and operations optimization at street-block, hourly resolution for electric utilities, fleet operators, ports, and government agencies across the U.S.

Ownership category

akta.pro rank

Product category

EV Charging Infrastructure Planning Software

NAICS

Other Measuring and Controlling Device Manufacturing (334519)

SIC

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

akta.pro primary industry

EV Charging Network Management & Software Services (CPMS, Monitoring, Billing) (TLAKAMAG)

akta.pro secondary industry

EV Charging Grid Integration Services (Utility Make-Ready, Load Management Integration) (EUAEANAJ)

Keywords

• EV charging demand forecasting
• Fleet electrification analytics
• Utility planning software
• Transportation electrification
• EV infrastructure planning

Headquarters

HQ city

Arlington

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. SaaS Platform Subscription: Subscription-based software-as-a-service model providing access to EV charging demand forecasting analytics platform. Terms and Conditions document describes service agreements with fees, payment terms, and renewal provisions typical of SaaS offerings.

Pricing tiers

Go-to-market motion2 records

Distribution channels2 records

Marketing channels6 records

Core offering

ElectroTempo provides a SaaS-based EV charging demand forecasting and operations optimization platform that delivers hour-by-hour charging demand forecasts at street-block level resolution. The platform integrates fleet operations data with electric utility asset information to help utilities, fleet operators, ports, and government agencies assess costs, benefits, and risks of EV infrastructure investments. Its proprietary three-input modeling framework combines calibrated travel behavior, top-down energy accounting, and agent-based simulation to forecast and optimize EV charging station infrastructure investment.

Product overview

ElectroTempo offers a unified predictive analytics platform for EV charging infrastructure planning, centered on its Charging Demand Simulation product. The platform provides hour-by-hour charging demand forecasts at street-block resolution, supported by specialized modules including EV In-Sites for site analysis, Fleet Electrification Services for fleet operators, and Utility Planning Solutions for energy providers. The company also offers data products including MHD Truck Charging Demand Simulation datasets. The ecosystem integrates fleet operations data with utility asset information to deliver actionable intelligence across the e-mobility value chain.

Differentiator

Problem solved

Functional benefit

Brands

• EV In-Sites: Site analysis toolkit that allows users to upload a list of properties and quickly determine if they are a good candidate for the deployment of electric vehicle charging infrastructure.

Products and services

• Charging Demand Simulation Unifying predictive analytics solution that provides hour-by-hour EV charging demand forecasts at street-block level resolution. Integrates fleet operations data with electric utility asset information to help utilities, fleet operators, ports, and government agencies assess costs, benefits, and risks of EV adoption and infrastructure investments.
• EV In-Sites Site analysis toolkit that allows users to upload a list of properties and quickly determine if they are good candidates for EV charging infrastructure deployment. Evaluates sites based on demand, nearby charging coverage, environmental justice value under Federal Justice40 standards, and custom financial metrics. Available free for Houston-area users; custom pricing for other markets.
• Medium- and Heavy-Duty Truck Charging Demand Simulation Data – Dallas & Houston High-fidelity dataset covering medium- and heavy-duty truck charging demand simulation for Dallas and Houston markets. Developed through DOE-funded research with Texas A&M University to forecast MHD electric truck charging demand and evaluate operational, capital, and environmental impacts on the Texas grid.

Quantifiable outcome

• 10x enhanced visibility to utilities regarding fleet charging needs
• +6 more outcomes

Named customers11 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability5 records

Feature4 records

Partnerships

Seven partnerships are on record, tiered minor, core and major.

• Moderne VenturesminorGTM or Marketing Partner · 15 October 2025Selected for Fall 2025 Moderne Passport industry immersion program, a six-month program featuring companies specializing in AI, geospatial intelligence, emissions management, and customer retention. Program facilitates customer growth through exposure, education, and strategic connections.
• Texas A&M UniversitycoreStrategic or Co-development Partner · 18 June 2025Collaboration on DOE-funded project 'Scalable Truck Charging Demand Simulation for Cost-Optimized Infrastructure Planning.' Developed high-fidelity, scalable modeling platform to forecast medium- and heavy-duty electric truck charging demand and evaluate operational, capital, and environmental impacts on Texas grid.
• CALSTARTcoreStrategic or Co-development Partner · 29 April 2025Partnership to support the East Coast Commercial ZEV Corridor initiative, electrifying freight movement along I-95 from New Jersey to Georgia. Funded by $1.2 million DOE grant. ElectroTempo will model port-related freight flows, simulate charging strategies for port fleets, and identify optimal sites for charging hubs aligned with regional grid capacity and freight patterns. Collaboration complements CALSTART's work with NREL on regional vehicle adoption modeling.
• PG&E (Pacific Gas and Electric)majorStrategic or Co-development Partner · 1 May 2024Partnership to accelerate deployment of multi-family EV charging through a Department of Energy award. ElectroTempo partners with PG&E on DOE-funded initiatives for EV infrastructure deployment.
• Port of VirginiacoreStrategic or Co-development Partner · 27 April 2023Strategic partnership to help Port of Virginia optimize vehicle electrification initiatives. ElectroTempo's analytics system allows advanced charging optimization driven by real-time data analysis. Partnership helps port evaluate electrified fleet configurations, gauge transit flows, make informed decisions on charging capacity, and assess charging demand for external partners. Port committed to carbon neutrality by 2040 and has significantly increased EV count.
• ZEBOXcoreGTM or Marketing Partner · 1 May 2022Global accelerator network facilitating partnership between ElectroTempo and Port of Virginia. ZEBOX connects startups with industry leaders for supply chain innovation. Founded by CMA CGM Group CEO Rodolphe Saadé. Has supported growth of 130+ startups including ElectroTempo.
• California Mobility Center (CMC)minorGTM or Marketing Partner · 1 May 2022Accepted into CMC global mobility ecosystem. CMC orchestrates commercially meaningful interactions between early-stage mobility companies and industry-leading members.

Scale indicators10 records

Recent moves8 records

Expansion highlights7 records

Direct peers

• WeaveGrid: Software platform that integrates EV charging with utility grid planning via transportation behavior and grid data — a near-direct competitor to ElectroTempo's core charging demand simulation offering for utilities.
• ev.energy: Managed EV charging platform serving utilities and fleets with smart charging, demand response, and load forecasting — overlaps directly with ElectroTempo's utility and fleet use cases.
• The Mobility House: Provides EV charging optimization, depot planning, and energy management software for fleets and utilities, including vehicle-to-grid integration — closely comparable to ElectroTempo's charging demand and fleet electrification modules.
• GridBeyond: AI-driven energy management and demand response platform for commercial, industrial, and grid clients, with growing EV charging optimization capabilities — comparable to ElectroTempo on forecasting and grid flexibility analytics.
• Stable Auto: Reservation and optimization software for EV charging depots used by fleets and charging operators, addressing similar depot planning and demand forecasting problems as ElectroTempo.

Emerging players

• WattTime: Provides emissions and grid-flexibility signals used by EV charging and demand response programs; overlaps with ElectroTempo's grid-signal integration layer but is more data-and-signals focused than full demand forecasting.
• Voltus: Distributed energy resource and demand response platform for commercial and industrial customers, increasingly including EV managed charging — an adjacent competitor in the utility grid-flexibility space.

Broad incumbents

• ChargePoint: Large EV charging network operator with software tools for site hosts, fleets, and utilities — competes at the broader EV charging software stack level rather than at the demand-forecasting analytics layer.
• Geotab: Market-leading fleet telematics platform increasingly adding EV-specific analytics and planning tools; a broad incumbent that could absorb fleet-side EV forecasting functionality as a native feature.
• Samsara: Connected operations platform with deep fleet telematics and emerging EV readiness/electrification planning features — comparable as a broad incumbent in fleet data that could extend into EV demand analytics.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat5 records

Key risks6 records

Key highlights6 records

Customer concentration

• Xtwitter.com/ElectroTempo
• LinkedInlinkedin.com/company/electrotempo

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds3 records

Investors5 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 ElectroTempo