Data Solutions: Powering Predictive Insight with Quality Data
At the core of meaningful prediction is reliable, well-structured data. At GM First Strategy, our Data Solutions service provides the foundations for high-impact analysis—by curating, generating, and delivering data that drives accurate forecasts, scenario modelling, and evidence-based decision-making.
We help development agencies, governments, research institutions, and businesses unlock the full value of data for strategic planning and predictive intelligence.
What We Offer:
Data Infrastructure for Predictive Modelling
We design and manage robust data pipelines tailored for forecasting, simulation, and spatial modelling—ensuring that predictions are grounded in timely, clean, and contextualised datasets.
Curated Datasets for Key Sectors
We compile and standardize datasets across domains such as agriculture, trade, climate, infrastructure, health, and socio-economics—making them ready for use in AI models, econometric analysis, and dashboard visualisation.
Integration of Multi-Source Data
Our solutions combine survey data, satellite imagery, administrative records, sensor data, and open-source platforms to deliver rich, layered datasets for cross-sectoral insights.
Custom Data Collection and Processing
Where data gaps exist, we design and implement targeted data collection efforts—using CAPI tools (Survey Solutions, ODK, Qualtrics) and automated cleaning scripts to ensure datasets are analysis-ready.
Data Warehousing and Access Tools
We support the creation of data hubs and access platforms that enable clients to store, retrieve, and explore high-volume data assets for internal use or public dissemination.
Support for Predictive Analytics Teams
Our team works alongside in-house analysts, providing technical assistance, data documentation, metadata, and standardized formats (e.g., CSV, STATA, JSON) to streamline predictive work.