Test a public-source research or enrichment workflow before expanding it. Deliverables: agreed target fields and source rules, a small sample pipeline built with AI assistance, source-linked output, explicit unknown states, data-quality checks and a handover with known limits. Quality is assessed against an agreed reference sample; no accuracy, conversion or cost-saving guarantee is implied. This service covers research and data processing; outreach is a separate scope. Remote worldwide; up to 20 hours/week. Final scope and timeline agreed before kickoff.