Zum, a U.S.-based AI-driven student transportation platform, has raised $100M in growth funding from The Rise Funds (TPG). The Connected Mobility Experience (CMX™) unifies real-time management of vehicles, drivers, passengers, parents, and rides for K-12 schools. The capital will accelerate CMX expansion across more districts and support electrification initiatives.
Unicorn Valuation Amid EV Push
Zum's raise boosts its valuation to $1.7B, up from $1.3B in 2024, bringing total funding to $430M. This comes as competitor HopSkipDrive raised $37M Series D in 2022 (total $105M+), with a recent $25M for electrification and expansion to six states. HopSkipDrive focuses on rideshare-style rides using personal vehicles, while Zum handles district-wide fleets with buses and vans. EverDriven, acquired by private equity in 2024, targets special needs transport. Zum's scale—serving 4,500+ schools in 17 states—positions it to capture share in a fragmented market.
54% Parents Face Transport Anxiety
A national study found 54% of parents report their children worry about school transportation delays, leading to 55 billion lost instructional minutes and $15B in annual wasted spending per UChicago NORC/Zum research. Chronic driver shortages exacerbate late arrivals (39% of students) and absences. Traditional fleets struggle with inefficiency, lacking real-time visibility for parents and schools. Zum addresses the 'Transportation Anxiety Crisis' its own research highlights.
CMX Delivers 98% On-Time Rides
Zum's CMX platform uses AI for dynamic routing, real-time tracking, and apps for all stakeholders, achieving 98% on-time performance across 68.5M rides. It cuts route time by 20% and fleet needs by 25%, with parent ratings at 4.9/5 from 1.7M+ reviews. Unlike HopSkipDrive's caregiver-based ridesharing or Kango's parent carpools ($3.6M funded), CMX integrates full-service operations including EV fleets and vehicle-to-grid (V2G) tech—as pioneered in Oakland USD.
As TPG's Steve Ellis noted:
"This business … is operating in a very large, $50-billion highly fragmented market…"
Zum reported $333M revenue in 2025, up 35% YoY, and breakeven adjusted EBITDA.
Impact VC Validates EdMobility Scale
The Rise Funds, TPG's impact arm with $245B+ AUM, leads with its focus on education and climate tech. Portfolio includes edtech like DreamBox and mobility plays like Beta Technologies. Steve Ellis joins Zum's board, signaling strategic growth capital for a company already at unicorn status. This aligns with Zum's dual impact: improving school access while decarbonizing transport.
$60B Market Fuels Tech Disruption
U.S. school bus services hit $59.6B in 2025, projected to reach $134B by 2034 at 9.4% CAGR per Yahoo Finance market report. Public school buses alone: $13.6B in 2026 via IBISWorld. Driver shortages and EPA's $5B Clean School Bus Program drive tech adoption. Competitors like First Student (traditional operator) lag in AI integration, while Zum's CMX modernizes the largest daily mass transit system (26M students).
Stanford GSB Founders Built Unicorn
Founder & CEO Ritu Narayan (ex-eBay/Yahoo product lead, Stanford GSB) and Co-Founder & COO Vivek Garg (ex-Indian Army Major, Stanford GSB, logistics expert) bootstrapped Zum to unicorn status. Their product-ops complementarity enabled scaling to major districts like LAUSD and SFUSD. Recent hires include CFO Daniel Berenbaum (ex-Bloom Energy) and CMO Joseph Chong (ex-Zoom/Salesforce).
Fueling National EV Expansion
Zum plans CMX rollout to more districts, EV fleet growth (e.g., Northeast's largest in Branford PS), driver hiring events, and potential acquisitions or IPO. With deployments proving 86% absence reductions in Kansas City PS, the $100M targets full U.S. coverage toward all 26M students.