Forms only reach the people who can — and will — fill them in. A conversation reaches everyone else, and gets what they actually think, not what they think you want to hear. We run those conversations with voice AI, in any language, at a fraction of what enumerators cost.
In Madrid and Nairobi. In Maputo, Khartoum, Manila and Bogotá. And in 40+ countries besides.
Whether the goal is to hear from the people your programme reached, or to reach them with training and support — it's the same voice-AI infrastructure underneath.
Qualitative and quantitative data — in any language, with no internet, no smartphone and no literacy required. Baselines, client feedback, complaints, impact evaluations, national consultations.
An AI coach that remembers who someone is, what they do, and what they struggled with last time. A conversation, not a recorded message — people ask it questions, and call it back in the evening.
Voice AI is only useful if the data holds up, the price makes it repeatable, and the ethics are watertight. Here's how we handle each.
A fraction of enumerator cost — and it falls with every model release.
Repeat rounds cost about half — agent, questions and language already exist.
Days or weeks, while the decision is still open. UNICEF Mozambique: 2,300+ interviews in under a week.
100 conversations or 100,000 — same week either way.
Any language, including dialects. Verified by a native speaker before it goes live.
Informed consent on every call. GDPR-equivalent storage, deletable on request. You never hand over a contact list unless you want to.
Two channels, same underlying AI. Try one and hear the difference from a form in about two minutes.
A conversation the participant can steer — about their business, their health, their case — that picks up where it left off next week. Try it in English, or in Swahili.
Built on the same approach as the coaching agent we run with Shortlist and Inkomoko, funded by the Gates Foundation. Ask it how to find your first customer, or how to price a product. It'll remember what you said, and follow up on your commitments.
Under the hood: your curriculum, delivered as a real conversation in the participant's language — with baseline, midline and endline data captured automatically as the coaching runs.
Open the coach →Same architecture, delivered in the participant's own language. Juma coaches microentrepreneurs in Swahili — proof that the coaching agent isn't an English product with translation bolted on, but works natively in the languages our participants actually speak.
Why it matters: most digital coaching stops at English, French, Spanish. Ours doesn't — dialects and small languages included.
Open Juma →The same voice-AI infrastructure runs a national youth consultation for a UN agency, a portfolio-wide vulnerability assessment for a development bank, and an EU-aligned impact evaluation for a microfinance NGO.
Young people across Mozambique were asked what they were struggling with and what UNICEF should do differently — conventionally a months-long exercise, delivered while the decisions were still open.
We interviewed the end-beneficiaries of a microfinance institution in IDB Lab's Colombian portfolio — complementing the investee's own reporting by hearing directly from the women and small-business owners the bank's capital ultimately reaches.
An end-to-end impact evaluation for Treball Solidari, our client — a microfinance programme for women in vulnerable situations. Spanish voice agents; indicators mapped to the European Pillar of Social Rights. None of them had ever spoken a questionnaire aloud before.
Every VoicePrint interview captures the same three layers — so answers stay comparable across people, rounds, and countries, without flattening what anyone actually said.
Cohort attributes — gender, age, geography, sector, vulnerability markers — so every finding can be disaggregated the way your framework requires.
Structured indicators against OECD DAC, IRIS+, EPSR, or your own logframe. Closed answers where you need comparability, scales where you need direction.
Open-ended reflections in the respondent's own language and words. Clustered into themes with verbatim quotes attached to every number.
Every VoicePrint response moves through the same six stages — so what comes out the other end is structured, traceable, and defensible.
Tuned for low-resource languages and regional accents. Timestamped and traceable back to the source audio.
Translated for analysis, original-language transcript preserved. Verified by a native speaker.
OECD DAC, IRIS+, EPSR, or your own logframe. AI first pass, human adjudication, inter-rater agreement reported.
Closed answers aggregated into indicators. Open answers clustered into themes with verbatim quotes, segmented by cohort.
A live dashboard while it runs, a written report when it's done. Everything exportable — no black box.
Each stage spot-checked against the one below. Discrepancies logged and resolved before anything reaches the report.
You don't wait months to see what's coming back. Every conversation lands in your dashboard as it happens — your indicators, your themes, and the verbatim voices behind every number.
Track your own indicators as the conversations come in — and see them move from round to round, not as a one-off snapshot.
Findings against your indicators, the themes, and the verbatim voices behind every number. Ready to put in front of a board or a funder.
One collected by a voice agent over the phone, one by an avatar on a screen.
Baseline study for GAIL, our coaching programme in Kenya with women microentrepreneurs — part of the M&E that lets us evaluate the impact of the coaching. Collected by a conversational voice agent over the phone; no smartphones or internet on the respondent side.
Download PDFStructured interviews with the end-beneficiaries of a microfinance institution in IDB Lab's portfolio — quant and qual, open- and closed-ended, in Spanish, delivered through a digital avatar.
Download PDFThirty minutes. Or we'll stand up a demo agent in a language of your choosing first, so you can hear it rather than read about it.
Book a call with Talía Jiménez Romero