FormBharo: Designing and Evaluating a Voice Agent for Conversational Form Filling in Rural India
In India, almost every social benefit starts with a form, yet the people who need these benefits most are often unable to read or write. Reaching them requires a spoken conversation. Today that work falls to frontline health workers who enroll beneficiaries one at a time, a poor use of stretched capacity. We built FormBharo ("fill the form" in Hindi), a voice agent that fills a structured form over a phone call under tight latency and cost budgets by pairing Large Language Models (LLMs) with det
Record details
Published: 6 August 2026
Source: arXiv cs.HC
Category: Research
Topics: Healthcare · Agents & autonomy
Retrieved: 7 August 2026
Related evidence
These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.
Final Report for the Workshop on Robotics & AI in Medicine
arXiv · 18 March 2026
ECHO: A Locally-Deployable Agentic Health Assistant with Temporal Memory, Safety Guardrails, and Speech Assessment
arXiv red teaming query · 6 August 2026
ECHO: A Locally-Deployable Agentic Health Assistant with Temporal Memory, Safety Guardrails, and Speech Assessment
arXiv cs.AI · 6 August 2026
From Siloed Algorithms to Compliance-First Agentic Platforms: A Multi-Layered Architecture for Hospital AI Systems
arXiv · 6 August 2026
Improving the Realism of Synthetic Clinical Benchmarks Under Utility Constraints
arXiv · 6 August 2026
QuanTiMedAI: Quantum-Enhanced Time-Series Model guided by Agentic AI for Cardiac Arrest Mortality Prediction
arXiv cs.AI · 6 August 2026
How to cite this record
ethics.ai (6 August 2026), “FormBharo: Designing and Evaluating a Voice Agent for Conversational Form Filling in Rural India,” evidence record 17360, https://ethics.ai/record/17360 (originally published by arXiv cs.HC).
Use and limitations
This page is a stable index and citation surface for a source record. ethics.ai did not author the underlying report and has not independently verified every claim. Automatic topics may be imperfect. For consequential use, quote and cite the original publisher.