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
Situation/Challenge
Objective
Constancy Researchers Solution
Impact
Client Outcome
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.
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