Use Case

Continuous Feedback

Understand what people need between surveys and field visits.

iNua gives organisations experts built on their own knowledge, programmes, and policies, and the visibility to understand what's happening across every conversation.

The Challenge

Field teams and M&E officers cannot maintain continuous, real-time pulse checks across thousands of distributed beneficiaries.

What Changes with iNua

Communities get an accessible, always-open channel to share their experiences directly via basic phones, while your organization gains real-time visibility into real-time community sentiment, service barriers, recurring complaints, and program delivery gaps.

Relevant Features

What makes this possible.

Feature 01

Always-On M&E Data Collection

Collect continuous, natural feedback from beneficiaries and agents during their everyday interactions.

Feature 02

Automated Insight Extraction

Convert unstructured local-language voice calls and SMS replies into structured M&E indicators, sentiment scores, and risk alerts.

Feature 03

Pattern and gap detection

Identify recurring complaints, emerging topics, and areas where delivery needs attention, before they impact program outcomes.

Recommended Experts

The AI experts for this job.

Continuous feedback works across every programme. Grace is built specifically for M&E, Nia and Mary extend it to programme support and community safety.

Workflow

How this use case works from conversation to action.

1

User engaged in a conversation

2

The AI analyzes the natural local-language response and maps it to your specific pre determined M&E framework

3

Aggregated data updates a real time dashboard to highlight barriers and direct human field interventions

Dashboard View

Every conversation becomes a data point. Every pattern becomes a decision

Track the most frequently raised issues, monitor community sentiment, and identify geographical areas requiring human field visits, all from one live dashboard.

Continuous Feedback dashboard

Deploy continuous feedback at scale.

Talk to our team to set up this workflow for your organisation.

Talk to iNua