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Case studyMobility & Sustainable Growth2025–26

Micro-EV Go-To-Market & Market Expansion Strategy

Built the go-to-market and regional expansion strategy for Mexico's affordable light electric vehicle platform, combining customer segmentation, regulatory analysis, channel and financing design, market prioritization and trade modeling.

Organisation
Olinia Light Electric Vehiclevia UC Davis ITS
Role
Strategy & Operations ConsultantGTM & New Ventures
Timeline
Sep 2025 – Apr 2026
Focus
GTM StrategyMarket ExpansionMobility · Analytics
Compact electric vehicle parked on a historic city plaza in Mexico at golden hour

The challenge

Olinia was entering an emerging vehicle category with no established playbook. The team needed to determine who should buy first, which channels could reach them, what product or regulatory constraints could block adoption, how financing could make ownership accessible, and which Latin American markets offered the strongest expansion potential.

My role

I led the commercial strategy workstream, translating market, regulatory, customer and trade data into a phased go-to-market and expansion roadmap. My work included customer segmentation, competitive analysis, channel strategy, regulatory assessment, market scoring, trade modeling and strategic recommendations.

Outcome

A clear, evidence-based strategy to launch Olinia in Mexico and prioritize 10 Latin American export markets, with a phased execution plan, channel and financing strategy, and policy recommendations to enable the market.

01 — Customer segmentation

Identified four priority customer segments

Analyzed customer needs, unit economics, operating patterns and regulatory requirements to assess attractiveness and readiness. Cargo and small fleets emerged as strong near-term opportunities, while ride-hailing represented significant longer-term upside once a platform-compliant passenger variant is available.

Cargo & Last-Mile Delivery

  • • Owner-operators and small delivery fleets
  • • High fuel and maintenance cost
  • • Frequent short urban routes
  • • Strong fit with cargo variant

Strong near-term fit

Fleet Buyers

  • • Operators buying or leasing multiple vehicles
  • • TCO-driven purchasing decisions
  • • High focus on uptime and reliability
  • • Opportunity for fleet pilots and volume sales

High priority

Personal Urban Buyers

  • • Replacing motorcycles or used cars
  • • Affordable urban mobility use case
  • • Financing access is critical
  • • Better fit as brand trust and retail availability grow

Medium-term

Ride-Hailing Drivers

  • • Large high-utilization addressable segment
  • • Uber / DiDi platform requirements matter
  • • Airbags, ABS and four doors are important dependencies
  • • Requires a platform-compliant passenger variant

Long-term upside

02 — Go-to-market engine

Designed the channel and financing strategy

Built an integrated GTM model across channels, financing and customer messaging, anchored in total cost of ownership and real customer value.

Key Value Proposition

  • • Lower daily operating cost
  • • “Earn more per day”
  • • “Own faster”
  • • Designed for dense Mexican cities
  • • Lower maintenance and downtime

Distribution Channels

  • • Experience hubs
  • • Fleet / direct sales
  • • Mass retail
  • • Digital direct

Financing Pathways

  • • Lease-to-own
  • • Rent-to-own
  • • Retail credit
  • • Fleet finance
  • • Fintech / platform-linked repayment

03 — Phased rollout

Recommended a phased launch approach

Prioritize commercially viable use cases first to build operating data, trust and volume, then expand into personal retail and ride-hailing once product and regulatory dependencies are resolved.

Phase 1

Cargo & Micro-Fleets

Initial commercial pilots with owner-operators, couriers and small delivery fleets.

Strong near-term fit and fewer platform dependencies.

Phase 2

Fleet Buyers

Scale through fleet operators, leasing companies and corporate delivery fleets.

TCO-driven purchasing and potential for multi-vehicle volume.

Phase 3

Personal Retail

Expand to personal urban customers through retail credit and digital channels.

Requires brand trust, financing access and passenger-product readiness.

Phase 4

Ride-Hailing

Enter high-utilization ride-hailing use cases.

Dependency: platform-compliant passenger variant including relevant safety and vehicle requirements.

04 — Regional expansion

Prioritized 10 LAC markets using a data-driven model

Built a six-dimension market attractiveness model and validated it against 20 years of Mexico automotive export data. The final score combined 60% strategic factors and 40% historical trade potential.

Evaluation criteria (60% strategic, 40% gravity)

Market Size & Growth20%
EV Policy & Incentives20%
Trade Access15%
Income Fit15%
Urban Infrastructure15%
Competitive Landscape15%
Final composite: 60% strategic scoring + 40% gravity model.139,938 trade records analyzed

Top 10 LAC markets (composite score)

Tier 1

Tier 2

Tier 3

Hover or tap a market to see its composite score and tier.

05 — Policy & market enablement

Recommended regulatory changes to unlock the market

Developed a policy framework for a new low-speed EV classification and market-enablement mechanisms, creating the regulatory certainty needed for Olinia and the broader light-EV ecosystem.

Key recommendations

  • Create a formal LSEV vehicle category in Mexico
  • Integrate LSEVs into the NOM-163 regulatory framework
  • Reform overly generous regulatory credit multipliers
  • Introduce progressive electrification targets for public and commercial fleets
  • Use public procurement and demonstration projects to create early demand
  • Expand charging-readiness requirements and urban EV infrastructure
  • Explore zero-emission zones and clean logistics corridors
  • Support gradual electrification of transportation-network-company fleets

Impact & key takeaways

4

priority customer segments

3

core distribution pathways

10

LAC markets prioritized

139K+

trade records analyzed

  • Regulatory feasibility can change customer-segment priority.
  • For price-sensitive buyers, financing is part of the product.
  • Fleet adoption can create volume and operating data before retail scale.
  • Trade data is a useful validation layer for strategic market-attractiveness models.
  • The largest addressable market is not necessarily the best first market.

Next step

Have a problem worth structuring?

I take on a small number of projects at a time — usually where the question is still fuzzy and the stakes are not.