Usecases

Form-based systems can’t handle narrative scoring, criteria changes, or longitudinal tracking—leading to messy data and missed opportunities.

Organizations spend months pulling spreadsheets, supplier reports, and ESG surveys together — only to end up with fragmented data, late dashboards, and incomplete insights.

Teams waste weeks cleaning exports, coding text by hand, and reconciling duplicates. By the time reports are ready, questions and priorities have already changed.

Even with dedicated teams, reports often take months to prepare. The result? Numbers without context, delayed insights, and missed opportunities for improvement.

Organizations spend years and hundreds of thousands managing fragmented surveys, CRMs, and spreadsheets—yet still can’t turn raw data into actionable insights.

Organizations spend years and hundreds of thousands building complex monitoring and evaluation systems—yet still struggle to unify data, prevent duplicates, and extract timely insights.