Eight Development Goals Tracked Daily, Down to the Individual, From Department Data
The problem
Andhra Pradesh tracks progress on eight Sustainable Development Goals by measuring whether welfare interventions reach individual households and residents. The data lived in the survey apps of several departments, each with its own format and its own refresh cycle.
District and state authorities needed daily, comparable indicators, and a way to see where interventions were reaching people and where they were not. The state needed an SDG dashboard built on the departments' own data.
Data in many apps
- Indicators spread across departments' survey apps
- Different formats and refresh cycles
- Periodic manual compilation for reviews
One platform, daily
- Daily API feeds from source departments, with history
- District and demographic comparisons
- A district map for each of the eight goals
- Plain-language questions answered with tables and extracts
What we built
Daily department feeds
APIs pull from the source departments' survey apps every day and keep incremental history for trend analysis.
Comparative dashboards
District, state and demographic views, split by residence status, for each development goal.
District maps
Coverage and progress for each of the eight goals, mapped district by district.
Questions in plain language
Officers ask in plain language and get tables and downloadable extracts, with an audit module for data quality.
Screens
What changed
- Development goals tracked
- 8
- Data from source departments' survey apps
- Daily
- Level at which each intervention is measured
- Individual
Want similar results?
Tell us what you are building or running and we will scope the first step.
Prefer to talk?
Book a MeetingMore Case Studies
HealthcareFastCare: Wound Measurements That Agree, and Notes Drafted During the Visit
Wound measurements that agree between clinicians and notes drafted during the visit: a wound measurement app that uses the phone's LiDAR, a voice scribe, and an advisor that answers from Gentell FastCare's own wound-care guidance.
HealthcareHelloKidney.ai: Clear Answers for Kidney Patients, in Their Own Words
CKD patient education that starts from the patient's own question: the AI conversation platform for HelloKidney.ai, a kidney disease registry, answering in plain language from a curated medical library.