Generic selectors
Exact matches only
Search in title
Search in content
Post Type Selectors

Closing the Commercialisation Gap: How an AV Technology Company Used Market Research and IDIs to Understand Why Customers Were Not Deploying — and Build a Strategy That Changed That

Closing the Commercialisation Gap: How an AV Technology Company Used Market Research and IDIs to Understand Why Customers Were Not Deploying — and Build a Strategy That Changed That

Executive Snapshot

Client

Autonomous Vehicle Technology Software & Systems Company, North America & Europe

Situation/Challenge

The company had compelling technology, credible OEM partnerships, and a growing volume of inbound interest from logistics operators — yet it had converted almost none of this interest into commercial deployment agreements. Internal diagnosis attributed the gap to customer conservatism and regulatory complexity. A more uncomfortable possibility — that the company was positioning its offering around what its engineers had built rather than what its target customers actually needed — had not been systematically examined.

Objective

Commission an independent global AV market assessment to understand where commercial deployment was genuinely accessible, then conduct a primary research programme of structured IDIs with target customer decision-makers to determine the real barriers to deployment and what a technology partner would need to offer to overcome them.

Constancy Researchers Solution

Market Research Reports combined with Primary Research & VoC through In-Depth Interviews (IDIs) — a Global Autonomous Vehicle Commercial Deployment Market Report, followed by 50 structured IDIs with fleet operators, logistics companies, corporate shippers, and mobility providers in North America and Europe.

Impact

Market research confirmed logistics yard automation and short-haul freight as the two commercially accessible near-term deployment segments. IDIs revealed that 78% of prospective customers had paused deployment programmes due to operational integration uncertainty — not technology capability concerns — directly contradicting the client's diagnosis of the commercial conversion problem.

Client Outcome

The commercial strategy was repositioned around operational integration support. Three commercial pilot agreements were signed within eight months with fleet operators who had participated in the IDI programme. A USD 34 million Series C funding round was secured with IDI customer validation data as primary investor evidence.

The Situation / Challenge

The gap between an autonomous vehicle technology demonstration and a commercial deployment agreement is one of the most consequential — and least well-understood — transitions in the automotive technology industry.

The client had developed a sophisticated autonomous vehicle technology platform with proven performance in controlled environments and an active research partnership programme.

The question that had not been asked directly was the most important one: had anyone spoken to the people who were not signing agreements and asked them, in a structured and candid way, exactly why they had not?

Key Challenges

  • No independent, structured assessment of the global AV market disaggregated by deployment segment and commercial readiness.
  • No direct, systematic voice-of-customer data from the fleet operators, logistics companies, and corporate shippers whose deployment decisions the commercial.
  • An internal diagnosis of the commercial conversion problem — customer risk aversion and regulatory complexity.
  • No intelligence on how target customers were evaluating AV technology partners, what selection criteria they applied, and what specific.
  • A commercial development approach that described the technology platform rather than addressing the operational integration requirements that customer organisations.
  • Investor and board expectation of named commercial pipeline evidence demonstrating that the technology-to-deployment conversion problem had been understood and addressed

 

The AV technology sector has generated extraordinary investment in platform development and an acute shortage of investment in understanding what target customers actually need before they will deploy. Market research and structured IDIs with real decision-makers are not peripheral activities in the commercialisation process — they are frequently its most important inputs.

Constancy Researchers Solution

Constancy Researchers designed the engagement around a clear sequencing logic: understand the market landscape objectively first, then go directly to the target customers with structured research to understand the specific commercial barriers from their perspective.

Global AV Market Sizing & Commercial Deployment Segment Analysis
  • Delivered a Global Autonomous Vehicle Market Research Report covering commercial deployment readiness across passenger mobility, logistics and last-mile delivery,.
  • Identified logistics yard automation and controlled short-haul freight corridors as the two deployment segments with the most accessible near-term.
In-Depth Interviews (IDIs) with Fleet Operations Decision-Makers
  • Conducted 18 structured IDIs with fleet operations directors, logistics technology leads, and AV programme managers at major logistics and.
  • The IDI findings were unambiguous and directly contradicted the client’s internal diagnosis: 78% of logistics fleet decision-makers confirmed that.
In-Depth Interviews (IDIs) with Mobility & Logistics Service Providers
  • Conducted 17 IDIs with autonomous mobility and logistics service decision-makers.
  • A consistent theme emerged across these IDIs: the AV technology partners that mobility operators found most credible were those.
In-Depth Interviews (IDIs) with Corporate Fleet & E-Commerce Logistics
  • Conducted 15 IDIs with Chief Logistics Officers, VP Operations, and AV programme leads at corporate shippers and e-commerce logistics providers.
  • Three corporate logistics organisations confirmed they were actively managing AV partner selection processes for 2026–2027 deployment programmes.
Market Intelligence Synthesis & Go-to-Market Strategy
  • Synthesised market research and IDI findings into a commercial go-to-market strategy.
  • Delivered a board-ready go-to-market plan covering target customer profiles, commercial pilot agreement structures, operational support capability requirements, partnership and.

The engagement delivered a diagnosis the internal team had not been willing to make about itself, and a commercial strategy built on what customers had actually said rather than what the technology team had assumed.

Impact

  • Market research confirmed logistics yard and short-haul freight as the commercially accessible near-term deployment
  • Fleet operator IDIs confirmed that 78% of deployment delays were caused by operational integration
  • Mobility provider IDIs identified deployment enablement
  • Corporate logistics IDIs revealed three active AV partner selection processes the client was not
  • Deployment segment analysis confirmed mining site and port automation as secondary near-term markets with
  • The commercial strategy was repositioned from technology platform description to operational integration support
  • Three commercial pilot agreements were signed within eight months with fleet operators who had
  • The IDI customer validation data supported a USD 34 million Series C funding round,

Client Outcome

Commercial Repositioning

The commercial offer was restructured around operational integration support.

Pipeline Conversion

Three commercial pilots were signed within eight months with decision-makers who had participated in the.

Market Segment Focus

Logistics yard and short-haul freight were established as the two priority deployment segments.

Investor Evidence

USD 34 million in Series C funding was secured with structured customer validation data as primary evidence.

Customer Intelligence

For the first time, the commercial team operated with a precise, research-grounded understanding of what.

Geographic Prioritisation

The United States and Germany were confirmed as priority deployment markets based on customer readiness.

Capability Development

Operational integration support infrastructure was initiated as the highest-priority internal capability development programme.

Diagnosis Correction

The internal hypothesis that customer risk aversion was the primary commercial barrier was systematically disproved.

Market Positioning

The client was repositioned as a customer-informed, deployment-oriented AV company.

Looking to unlock new growth opportunities with data-driven insights?

Connect Now

Case Studies

Learn how our success stories power data-driven growth across industries

Speak with an Analyst

    Download TOC

      Request a Sample Report