EM² DATA & AI LAB
Our Services
Our services are designed for public, private, academic, and development actors, as well as individuals seeking applied skills and decision-ready solutions.
Our Approach
A Rigorous, End-to-End Engagement Model
Every engagement follows a structured process from diagnostic to sustainable transfer, ensuring clarity, collaboration, and lasting results.
Diagnostic
Understand and Scope
We begin with a structured assessment: discovery sessions, document review, and initial interviews to understand your situation, clarify the mandate, and define the appropriate scope of work.
Proposal
Design and Agree
Based on the diagnostic, we produce a detailed proposal: methodology, timeline, deliverables, team configuration, and expected outcomes. You review, refine, and sign off.
Delivery
Execute and Collaborate
The main engagement phase. We deliver the agreed work with regular touchpoints, workshops, interim reports, and iterative drafts. Your team is involved throughout, not just informed.
Transfer
Sustain and Build
We close with a structured handover: final report, validated deliverables, documentation, and a capacity transfer workshop. The goal is that your team can continue and build on the work independently.
From scoping to sustainable transfer.
Who We Serve
Built for institutions making consequential decisions
Our services are designed for organizations operating under analytical, strategic, and operational pressure — across the public, private, academic, and development sectors.
Public Institutions
Ministries, regulators, central banks, and public agencies driving policy and reform.
Statistical, Research and Academic Institutions
National statistical offices, research institutes, and universities producing applied evidence.
Development Partners and NGOs
Multilateral institutions, donor agencies, and NGOs designing and evaluating interventions.
Businesses, SMEs and Financial Institutions
Companies, financial institutions, and SMEs needing rigorous analysis for strategic decisions.
Students, Professionals and Individual Learners
Professionals and learners seeking applied skills in statistics, economics, and management.
DSID
Statistics and Data Engineering Division
The technical and digital backbone of EM². DSID combines statistical methodology, data engineering, AI-enabled analytics, and digital tool development into an integrated, practice-oriented offer.
Typical Deliverables
Most relevant for: statistical institutions, research organizations, and data-producing teams.
Explore DSIDEconomic Intelligence
Economic Intelligence Division
Strategic, analytical, and decision-oriented. Rigorous economic analysis, modeling, policy advisory, and decision-support intelligence for public and private institutions.
Typical Deliverables
Most relevant for: governments, central banks, development partners, and financial institutions.
Explore Economic IntelligenceManagement
Management Division
Strategic and value-adding. Support for improving performance, developing management systems, growing SMEs, and building professional capabilities.
Typical Deliverables
Most relevant for: public agencies, projects, NGOs, and institutional management teams.
Explore ManagementCross-Division Delivery
One Team, Multiple Disciplines
Complex mandates often require expertise across statistics, economics, and management. EM² mobilizes one, two, or all three divisions depending on the scope, giving you a single integrated team instead of multiple consultants.
Engagement example
Statistical Reform Program
DSID builds the statistical baseline and methodology while Management assesses organizational readiness.
Divisions involved
Engagement example
Economic Monitoring System
Economic Intelligence designs the analytical framework while DSID builds the data infrastructure.
Divisions involved
Engagement example
Institutional Transformation
Management leads change management while Economic Intelligence provides context analysis.
Divisions involved
Cross-division mandates are scoped jointly with you, then assigned to the right combination of practitioners.
Start the Conversation
Define the Right Mandate, From Day One
Tell us about your context, your constraints, and the decision you need to make. We will scope a structured engagement and propose the right combination of expertise.