Ai/ml platform: private sector solutions in forced displacement

Request for expression of interest (eoi) Ai/ml platform: private sector solutions in forced displacement
We seek to procure professional advisory services to generate scalable, global regulatory and market intelligence that advances the economic inclusion of forcibly displaced persons (FDPs) in fragile, conflict‑affected, and low-to-middle-income environments. The primary vehicle for delivering this 'intelligence as a service' will be a modular, AI/ML-powered platform. This service will foster enabling environments by mapping both de jure (formal) and de facto (applied) market access conditions and regulatory frameworks, overlaying them with market information to pinpoint high-impact reforms and investment opportunities for the private sector.
The successful provider’s analytical methodology must combine cutting-edge data science—including NLP, sentiment analysis, and explainable machine learning—with rigorous, on‑the‑ground validation in pilot countries. The core deliverables of this professional service—comprising the platform itself, interactive dashboards, APIs, and tailored reports— will automate regulatory and market mapping to provide close to real-time, investment-grade intelligence, bridging the gap between automated data collection and nuanced socio-economic insights in displacement settings.