Replica

Replica

Data analytics platform for urban mobility

Overview

Replica provides a data analytics platform for transportation and urban planning. It combines large datasets on auto and transit trips, freight, demographics, employment, and spending patterns with self-service simulation tools that let clients forecast travel behavior, ridership, and the impact of infrastructure changes. The platform enables users to generate walksheds, identify ridership pools, and test scenarios like road network changes or population growth, all in a subscription-based model. The goal is to help government agencies, urban planners, and transit authorities forecast demand more accurately and plan investments using detailed data and actionable simulations.

About Replica

Simplify's Rating
Why Replica is rated
C+
Rated B on Competitive Edge
Rated B on Growth Potential
Rated D+ on Differentiation

Industries

Data & Analytics

Consulting

Government & Public Sector

Enterprise Software

Company Size

51-200

Company Stage

Series B

Total Funding

$52M

Headquarters

Oakland, California

Founded

2019

People at Replica

People at Replica who can refer or advise you

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Simplify's Take

What believers are saying

  • Safety Hub allows agencies to monitor changing conditions and run high-injury network analyses to evaluate safety interventions over time.
  • Replica's platform lets public agencies compare speeds and driver behavior before and after interventions, generating real-time stakeholder reports.
  • SPUR's partnership with Replica identifies equity impacts on low-income drivers for Bay Area toll increases and designs mitigations.

What critics are saying

  • Arity's 50M driver data dependency creates high risk; if Arity withdraws access, Replica loses core safety data within 6–12 months.
  • If Replica's 2024 AADT modeling fails FHWA validation for 2026 reporting, clients will switch to competitors like Strava within 6–9 months.
  • SPUR's toll equity analysis exposes Replica to regulatory scrutiny; proven data bias could trigger lawsuits and client exits within 9–12 months.

What makes Replica unique

  • Replica combines Arity's 50M driver behavior data with pedestrian and cyclist movement data to predict roadway risks before crashes occur.
  • Replica uses big data and statistical modeling to provide 2024 AADT estimates, helping states meet 2026 FHWA deadlines without costly fieldwork.
  • Replica's self-service platform enables rapid, cost-effective forecasting for transportation planning, contrasting with traditional time-consuming models.

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Funding

Total Funding

$52M

Meets

Industry Average

Funded Over

2 Rounds

Notable Investors:
Series B funding is typically for startups that have proven their business model and need more funding to expand rapidly—often by entering new markets or adding more products. Investors are usually venture capital firms that specialize in later-stage investments.
Series B Funding Comparison
Above Average

Industry standards

$35M
$41M
Replica
$45M
Linktree
$65M
Substack
$100M
ClickUp

Growth & Insights and Company News

Headcount

6 month growth

-3%

1 year growth

0%

2 year growth

1%
SPUR
Aug 16th, 2023
Who Will Be Helped and Harmed by a Proposed Toll Increase for Bay Area Bridges?

To better understand the equity implications of SB 532 and to design potential mitigations for low-income drivers, SPUR partnered with Replica, a data platform and technology company, to analyze how people travel in the region.

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