Agile Quantifiable Qual (AQQ): Glaut’s Alternative for Qual at Scale

September 19, 2025

Clients don’t want a methods debate. They want business answers fast, credible, and within budget. Traditional IDIs remain essential for high-stakes, sensitive work, but many briefs demand something different: scale, speed, and efficiency.

That’s where Glaut’s Agile Quantifiable Qual (AQQ) comes in. Powered by AIMIs (AI-moderated interviews), AQQ delivers hundreds of natural interviews in days instead of weeks.

Dimension Traditional IDIs Agile Quantifiable Qual (AQQ)
Sample Small N (5–10 participants) Dozens → thousands across markets & languages
Speed Weeks to complete 2–4 days fieldwork, 20× faster
Cost High (moderator time, transcription, coding) 3× cheaper per interview
Depth Very high, sensitive, exploratory
(human intuition, flexibility, rapport)
Good depth at scale
(+236% words, +138% unique words, +28% codes)
Not a replacement for human-moderated IDIs
Best For “Masterpiece” projects requiring nuanced, human-led interaction Fast-turnaround briefs needing hundreds of voices, when scale & speed matter most

Compared with classic qual:

  • Faster: 2-4 day fieldwork, 20× faster than IDIs
  • Cheaper: 3× lower cost per interview
  • Broader: Dozens to thousands of participants across markets and languages
  • Still deep: +236% more words, +138% more unique words, and +28% more codes in voice vs. typed answers

AQQ with AIMI isn’t here to replace human-moderated IDIs. IDIs remain essential for sensitive, high-stakes work. AQQ is the complementary tool for briefs that demand hundreds of voices, faster turnaround, and lower cost, while still maintaining good qualitative depth.

Glaut

Privacy policyTerms and conditionsInformation Security Management policy
This is some text inside of a div block.
Secure by design
Glaut is certified ISOIEC 27001

701 Tillery Street Unit 12-1806, Austin, Texas 78702, United States.