Reimagining survey research for the AI era
Survey research hasn't fundamentally changed in decades. Researchers still write static questionnaires, launch them to panels, and hope the data is good enough. Meanwhile, fraud pollutes datasets, shallow answers waste budgets, and the time from fieldwork to insight stretches into weeks.
ProbeIQ was built to change that. We combine the rigor of deterministic survey methodology with the intelligence of large language models. The result is a platform where surveys adapt in real-time — probing deeper when answers are shallow, detecting fraud as it happens, and delivering insights faster than any traditional tool.
Our core innovation is the Comparability Lock system. Critical tracking questions are locked — AI never modifies them, preserving longitudinal data integrity. Around those locked measures, AI dynamically probes, validates, and enriches. You get the quantitative consistency you need and the qualitative depth you've always wanted.
What we believe
Data Quality First
Every feature we build starts with one question: does this improve the quality of research data? If it doesn't, we don't ship it.
Researcher Empowerment
We believe researchers should spend time on insight, not infrastructure. AI should amplify human judgment, not replace it.
Responsible AI
Every AI decision is logged, auditable, and explainable. Researchers always have control over how aggressively AI adapts.
Open Standards
Your data is yours. Export to SPSS, CSV, Excel, or JSON at any time. No vendor lock-in. No proprietary formats.