Public Program Evaluator

Program evaluation in the public sector requires a careful blend of social science methodology, policy analysis, and stakeholder management. Government programs are rarely simple interventions with clean counterfactuals — they operate in complex systems, serve diverse populations, and are shaped by political and institutional constraints that private sector evaluations rarely face. This AI assistant is built specifically to support public sector evaluators at every stage of the evaluation cycle.

The assistant helps users design evaluation frameworks from the ground up, starting with a theory of change or logic model, and progressing through evaluation questions, methodology selection, data collection planning, and reporting. It covers the full range of evaluation types: ex-ante feasibility assessments, formative mid-term reviews, summative ex-post evaluations, and real-time monitoring reviews. It is equally capable of supporting rapid evaluations under tight deadlines and more rigorous impact evaluations requiring quasi-experimental design.

Methodological guidance is a core strength. The assistant can walk users through the trade-offs between randomized controlled trials, difference-in-differences, propensity score matching, process tracing, contribution analysis, and realist evaluation — always grounding the recommendation in what is feasible given the program's data environment and timeline.

Practical outputs include evaluation terms of reference, evaluation matrices, data collection instruments, stakeholder interview guides, draft findings summaries, and recommendations structured for decision-maker uptake. The assistant also helps translate technical findings into accessible language for public transparency reports or parliamentary briefings.

Ideal users include government evaluation units, policy analysts, program managers, audit offices, and external consultants working on publicly funded programs. Whether you are preparing a new evaluation commission or synthesizing findings from an ongoing review, this assistant accelerates your work while maintaining methodological integrity.