/Companies

Hop In Technologies

Techstars '22

Toronto, CA · Founded 2018 · 6 employees on LinkedIn · 5 known investors

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Hop In provides data-driven tools for employers and transport operators to optimize workforce access and operational efficiency through recruitment analytics, commute risk modeling, route optimization, and fleet management.

Also known as Hop In · Hop In Tech

Investors · 5

Company profile

researched Sep 2026

Hop In Technologies is a Toronto-area logistics software company that addresses transportation and mobility barriers between employers and their employees. Its platform designs and coordinates routes for charter operators, shuttle fleets and rideshare providers so organizations can bring staff to work sites, particularly in outlying, rural or transit-underserved areas. The company frames the product as an extension of mass transit: mobilizing shuttle lines to fill gaps left by public transit systems, with routes and schedules tailored to the schedules of organizations and their employees.

The current offering is presented in two parts. A workforce analytics side provides recruitment heatmaps, commute risk modeling, workforce accessibility insights and data-backed expansion planning for employers seeking to improve hiring and retention. An operator platform side provides AI-powered route optimization, a driver mobile app, real-time dispatch visibility and fleet efficiency analytics for transportation operators. The company positions itself as a bridge between workforce intelligence and transportation operations.

Stated outcomes include broader access to hiring pools and improved retention for employers, and better work-life balance, lower cost and reduced emissions for employees, with a focus on carbon-neutral commuting and underserved populations such as immigrants and refugees without access to a car.

Founding story

Hop In Technologies was founded in 2018 by Erich Ko and Boyd Reid, who were frustrated by long multi-system commutes in the Greater Toronto Area that cost them time and money and by the gap between public transit and on-demand services. One account also names Erwin Komguem as a co-founder and places the company's origins in the basement of Ko's parents' townhouse in Markham. The founders experimented with hitchhiker apps and social carpooling before studying the root causes of commuting problems, and after about a year of research and customer discovery concluded that while ample transportation capacity existed, no logistics software coordinated it. Interviews with manufacturers around the GTA showed recruitment and retention problems caused by poor access to work sites, alongside a workforce — many of them immigrants and refugees unable to afford cars — that was willing to work but unable to reach those sites.

Business model

The company sells logistics and analytics software rather than owning vehicles, repurposing existing transportation capacity — private buses, taxi companies and rideshares — to run employee commute routes for organizations. Employers are the paying customers seeking recruitment reach and retention; transportation operators use the dispatch, routing and fleet tools. The company also works with public-sector partners such as counties, transit agencies and municipalities on shuttle services.

Traction

Its platform surpassed 450 rides per day as of 2022, with a stated goal of exceeding one thousand daily rides. The company reported avoiding 76 metric tonnes of CO2 in 2022 and just under 80 metric tonnes as of January 2024. Deployments and pilots include the Commuter Connect shuttle with Northumberland County and Metrolinx and a York University shuttle pilot run with OVIN and the City of Markham.

Latest developments

A December 2025 profile reports the company closed a seed funding round with investors including Storytime Capital, N49P and Mucker Capital, funding US expansion with activity in Alabama; joined the CITM accelerator in 2024; completed OVIN's Demonstration Zone and launched a York University shuttle pilot with OVIN and the City of Markham; and entered discussions with the Four County Labour Market Planning Board in Bruce County. It is developing an AI-powered route automation and optimization system intended for integration into larger workforce management platforms.

▸Full profile — market position, technology, go-to-market, geography, history

Market position

Positions itself at the intersection of workforce intelligence and transportation operations, serving employers and regions underserved by public transit rather than downtown-core employers already covered by major transit systems.

Rather than operating vehicles, the company coordinates existing third-party transportation capacity through a logistics layer that the founders identified as the missing piece, and combines it with employer-facing workforce analytics such as recruitment heatmaps and commute risk modeling aimed at hiring and retention outcomes in transit-poor locations.

Technology

A logistics platform that generates data-driven, adaptable routes and schedules for shuttle and rideshare fleets, with AI-powered route optimization, a driver mobile app, real-time dispatch visibility and fleet efficiency analytics. On the employer side it provides recruitment heatmaps, commute risk modeling and workforce accessibility analysis. The roadmap includes an AI-powered route automation and optimization system intended to integrate into larger workforce management platforms, and onboarding of electric vehicle fleet operators.

Go-to-market

Growth has relied heavily on Canadian innovation-ecosystem partners and accelerators — Spark Centre, YSpace Markham, the City of Markham's economic development team, Techstars Alabama's EnergyTech Accelerator, the Ontario Vehicle Innovation Network and the Centre for Integrated Transportation and Mobility — which supplied introductions to employers, municipalities and regional bodies. Pilots and demonstration projects with public partners (Northumberland County and Metrolinx, York University and the City of Markham) serve as reference deployments, and the company showcases at ecosystem events.

Employers with sites that are hard to reach by public transit — manufacturers, tech companies and warehouses on the fringes of metropolitan areas such as Brampton, Vaughan, Georgina and Markham — plus transportation and fleet operators (charter bus, taxi and rideshare companies), and public-sector bodies including counties, transit agencies and labour market planning boards.

Geography

Headquartered in the Toronto area, with roots and offices in Markham, Ontario; projects across Ontario including Durham Region, Northumberland County, York University/Markham, and discussions with the Four County Labour Market Planning Board in Bruce County. The company expanded into the United States in 2022 and is active in Alabama.

History

Founded in 2018 in Markham/Toronto, the company worked with Spark Centre, a regional innovation centre serving Durham Region and Northumberland County, for introductions to stakeholders and advisors covering finance, marketing and sales, including help preparing an investor data room. By 2022 its platform had surpassed 450 rides per day and it was working with Northumberland County and Metrolinx on the Commuter Connect project, a shuttle service linking Northumberland County communities to the Oshawa GO train. In 2022 it expanded into the US market and was accepted into Techstars Alabama's EnergyTech Accelerator for seed investment and mentorship. After passing through several accelerators and incubators in the US and Canada, the company set up at YSpace Markham, York University's incubator, and worked with the City of Markham's economic development team. It met the Innovation Factory and Centre for Integrated Transportation and Mobility (CITM) teams at an Ontario Vehicle Innovation Network event and joined CITM in 2024, completed OVIN's Demonstration Zone program and launched a shuttle pilot for York University with OVIN and the City of Markham, and showcased at Innovation Factory's The Big DiF.

Compiled by commissioned research from 8 cited public sources — announcements, filings, and press listed under research sources below.

Key figures

latest reported
CO2 emissions avoidedJan 202480 metric tonnes
EmployeesJan 20251-10
HeadcountAug 20266
Rides per dayNov 2022450 rides/day

Company-reported or press-reported figures, each dated to when it was claimed — not independently audited.

Timeline · 6

launches, deals, and filings
Jan 2025
Discussions with Four County Labour Market Planning Board

An introduction from the CITM accelerator led to discussions with the Four County Labour Market Planning Board in Bruce County about using the company's transportation solution to address regional labour challenges.

source ↗

Jan 2025
York University shuttle pilot with OVIN and the City of Markham

The company completed OVIN's Demonstration Zone program, which enabled the launch of a shuttle pilot for York University in collaboration with OVIN and the City of Markham.

source ↗

Jan 2024
Joined CITM accelerator backed by OVIN

After meeting Innovation Factory and the Centre for Integrated Transportation and Mobility at an Ontario Vehicle Innovation Network event, Hop In connected with CITM in 2024 and joined its accelerator program.

source ↗

Jan 2022
Expansion into the US market

Hop In expanded into the United States market in 2022.

source ↗

Jan 2022
Accepted into Techstars Alabama EnergyTech Accelerator

The company was accepted into Techstars Alabama's EnergyTech Accelerator, receiving seed investment and mentorship through the Techstars network.

source ↗

Jan 2022
Commuter Connect project with Northumberland County and Metrolinx

Hop In worked with Northumberland County and Metrolinx on Commuter Connect, a shuttle service connecting Northumberland County communities to the Oshawa GO train.

source ↗

Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.

▸Research sources · 8

primary sources listed

8 public sources were cited for this profile; the first-party ones are listed here.

Frequently asked questions

What does Hop In Technologies do?
Canadian logistics software company whose platform routes shuttles and rideshares to connect employers with workers.
Who are Hop In Technologies's investors?
Hop In Technologies's investors include Marigold Capital, Storytime Capital, Techstars, Mucker Capital, N49P.
Where is Hop In Technologies headquartered?
Hop In Technologies is headquartered in Toronto, CA.