Poverty Mapping
Identifying the precise geographic and demographic drivers of poverty using AI analysis across 45M+ data points.
Works
PROJECT & INITIATIVEinste^dVisit Project
Mapping Poverty. Directing Change.
inste^d is an AI-powered analytics platform built on over 45 million data points — designed to show policymakers, foundations, development agencies, and investors not just where poverty exists, but exactly why it persists, and what has actually been proven to fix it.
About INSTE^D
Billions invested in development. Most of it misses.
Not because people don't care — but because the data to direct investment precisely has never existed. Decisions that should be surgical are made by assumption, by feel, or by geography of convenience.
inste^d changes that equation. The platform aggregates economic, social, geographic, and policy data across developing economies — giving decision-makers the clarity to direct investment toward measurable, sustainable change.
45M+
Data Points
30+
Countries Covered
3
Core Pillars: Economics, Policy, Social Impact
1
Mission: Evidence-Based Poverty Reduction
THE VISION
The data exists.The problem is the bridge.
For too long, development decisions have been made with incomplete information — leading to misallocated investment, repeated mistakes, and persistent poverty. inste^d is the bridge between what we know and what we do about it.
The platform doesn't just tell you where poverty exists. It tells you why — and what, specifically, has been proven to change it.
OUR FOCUS AREAS
Investment Intelligence
Directing development capital toward the interventions with the highest proven impact — not the most convenient geography.
Policy Advisory
Equipping policymakers and government agencies with the evidence-base to design programmes that create measurable, lasting change.
Impact Measurement
Tracking outcomes over time to show what worked, what didn't, and where the next dollar should go.
FOUNDERLearn More About Adu O.B
Founded by Adu O.B
Strategist, author, and founder of inste^d.
After twenty years advising Fortune 500 companies and international organizations at BCG, Accenture, and HCLTech, Adu turned his expertise toward a harder problem: why billions in development spending continues to miss the people who need it most. inste^d is his answer.
“I built inste^d because I got tired of watching brilliant people make expensive decisions with incomplete information. The data exists. The technology exists. The gap was always the bridge between them.”
Adu O.B., Founder & CEO of inste^d
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