We run structured surveys and open-ended interviews on WhatsApp and other messaging apps that people use every day. Answers are validated as they come in, and AI handles the follow-ups as a skilled interviewer would. In 40+ languages, in voice or text.
Talk to usThe gap
01
People are hard to reach
Language, literacy and distance keep many of the people you want to hear from out of reach.
02
Surveys leave gaps
Surveys collect clean, structured data in theory. In practice, people quit, skim, misunderstand questions or give answers that don't quite make sense.
03
Conversation is expensive
Real conversation gets you depth, in person, in the field, by phone or in groups. It works. But it costs time, money and just can't reach everyone, all the time.
Fieldloop addresses all three: a conversation where people already are online, with structured data capture, validation and dynamic follow-ups that produce rich data at scale.
What we do
Reach
Meet people where they are
Conversations happen on WhatsApp and other messaging apps people already use every day. No installs, no login. Part of people's routines.
Quality
Structured data you can trust
AI-led probing clarifies ambiguous answers, validates responses against the formats your regulator or framework requires, and asks the right follow-up. The result is only high quality survey data.
Depth
Interviews at scale
Open-ended questions with dynamic follow-ups generate the richness of a semi-structured interview, across hundreds of people at once.
Voice and language
No barriers
Reply by voice note or text in 40+ languages. Voice notes let people express themselves more extensively, with 2.8× longer replies on average.
Data quality at the source
Data quality is ensured at the moment of collection. So rather than cleaning a spreadsheet afterwards, every answer is checked, interpreted and structured live, mid-interview.
01
Re-asks when a question is misinterpreted
The respondent reported their income, not a source. Fieldloop stores the figure so it isn't asked again, then rephrases the original question.
02
Maps free-text answers to pre-defined options
Natural replies are interpreted live and mapped to pre-defined options. If not, we follow up.
03
Catches values that can't be right
Fieldloop checks every answer against standard and custom data constraints, asking for clarification when something doesn't fit.
Structured output
Every conversation results in a clean, structured record.
Validated answers map straight to the fields you define, ready to export as CSV or Excel, or feed directly into your reporting format.
Beyond surveys
Beyond structured data capture, Fieldloop draws out rich qualitative data. It follows up on previous answers to understand the reality on the ground, tracing the chain from output to outcome to impact to understand what has actually changed, at the same scale as a survey.
“There's paid work now, conservation work in the forest.”
Paid conservation jobs created“Five days clearing firebreaks, at 250 pesos a day.”
Worked five days, 250 pesos a day“I finally took my daughter to the check-ups the clinic had asked for.”
Daughter's overdue check-ups doneFrom answers to evidence
Thematic analysis.
AI-assisted coding surfaces the themes in open-ended replies and voice notes.
Mapped to your framework.
Answers structured against your Theory of Change, regulatory frameworks, KPIs or reporting format.
In the format you need.
Reports, dashboards or evidence packs. We deliver data in a form your team can use right away.
Field pilot · Durango, Mexico
Four IFM carbon projects. 75 participants. 30 questions each.
85.3%
Completion rate
29 min
Avg interaction
30%
Replies by voice
4.8/5
Satisfaction
Work with us
Looking for more pilots across sectors.
Carbon, development, humanitarian and beyond. We want to learn from your context and put Fieldloop to the test. More pilots planned in 2026.
Talk to us about a pilotPrivacy by design
Our mission only works if the people who trust us with their answers are protected. Fieldloop is built around strict privacy and data handling standards.
Get in touch
Our mission is to give all people a voice and be heard by organisations that affect them.
If your work depends on hearing from residents, communities, beneficiaries, customers, citizens, farmers or workers, we'd like to learn about your challenges, and have a conversation about how our tech can help you reach the people you care about.
Prefer email? hello@fieldloop.tech