Autonomous Vehicles & AI Systems Research · Early Access
An AI interview agent for understanding how people feel about autonomous vehicles and AI.
DriveMind Labs replaces traditional interview research with an AI interview agent built on rigorous methodology — to examine why people use, misuse, disuse, accept and reject autonomous vehicles and other AI applications.
Years of research experience
Interviews conducted
Survey responses analyzed
Research Questions
The questions DriveMind Labs helps you answer.
Built on 10+ years of autonomous vehicle and AI human factors research — DriveMind Labs is designed around the questions that matter most to researchers, industry and policymakers working at the frontier of emerging technology deployment.
How does public trust in autonomous vehicles vary across demographics, cultures and geographies?
What barriers prevent AV and AI adoption — and which are addressable through design or communication?
How do people respond to edge cases, system failures and unexpected autonomous behavior?
What latent attitudes and hidden fears exist around AI decision-making that surveys alone cannot capture?
Should we launch this AV feature — and will users actually adopt it?
Will consumers accept driverless delivery, robotaxis or autonomous transit in this market?
Complete Research Platform
A research platform built around the jobs that matter.
DriveMind Labs turns complex human responses into actionable insight for autonomous vehicle and AI deployment.
Interviews
AI interview agents that eliminate bias
A consistent, non-judgmental AI interviewer surfaces hidden motivations and fears people rarely share with a human interviewer — under full informed consent protocols.
Human Factors
Detect emotional signals and contradictions
DriveMind Labs captures the gap between what people say and how they actually feel — the contradictions structured surveys miss entirely.
Analysis
From raw interviews to defensible findings
Automated qualitative analysis, rooted in peer-reviewed methodology, turns hundreds of interviews into research-ready findings in hours, not weeks.
Languages
Global research without the scale penalty
Run consistent, validated interviews across 40+ languages — without running a separate study for each market.
The strategic jobs DriveMind Labs gets hired to do.
DriveMind Labs helps researchers, industry, governments and cities make high-stakes decisions about autonomous vehicle and AI deployment with defensible evidence.
Research
Researchers and universities
Generate rigorous, publishable insight — with the methodological defensibility peer reviewers and funding bodies demand.
Industry
Automotive and mobility companies
Understand what people actually think, fear and expect before committing resources to deployment — and defend decisions to executives, investors and regulators with evidence.
Policy
Governments and public agencies
Gather defensible evidence on public attitudes before making regulatory decisions that affect communities.
Cities
Cities and transportation authorities
Understand what your community needs and fears before deploying autonomous systems in public spaces.
Research packages
Fixed-scope packages for defined studies. Need something ongoing or larger? Contact us for a custom plan.
- ✓ 30 AI-conducted interviews
- ✓ Automated thematic analysis
- ✓ Research-ready findings report
- ✓ Full informed consent protocols
- ✓ 60 AI-conducted interviews
- ✓ Automated thematic analysis
- ✓ Research-ready findings report
- ✓ Full informed consent protocols
- ✓ 90 AI-conducted interviews
- ✓ Automated thematic analysis
- ✓ Research-ready findings report
- ✓ Full informed consent protocols
About the Founder
Built by a researcher studying the human side of autonomous vehicles and AI systems.
I am Sina Nordhoff, a researcher specializing in autonomous vehicles, human factors, technology acceptance and human-AI interaction in transportation.
Over the last 10+ years I have conducted research across multiple countries using interviews, surveys and experimental methods to understand how people perceive, evaluate, use, misuse and respond to emerging mobility technologies.
My work draws on more than 250 qualitative interviews and 40,000 survey responses — and does not stop at data collection. I have published findings in leading peer-reviewed journals, presented at international conferences and disseminated research to policy audiences across Europe and North America.
DriveMind Labs is built to support the full research cycle — from interview design and data collection through to publication-ready analysis, dissemination and real-world impact.
Organizations engaging DriveMind Labs are not hiring someone to run surveys. They are hiring someone who can frame the right research questions, detect methodological flaws before they corrupt findings, identify hidden assumptions in the data, interpret ambiguity, and produce findings that hold up under peer review, regulatory scrutiny and executive challenge — with a level of rigor, depth and credibility that ordinary market research cannot provide.
Connect with SinaContact
Get in touch
Interested in the platform, a research collaboration, or a demonstration? Send a message and we will respond shortly.