Two active efforts, each testing a different version of the same bet: public data, done right, changes what's possible for the people using it.
Live · Emerald South × Azimuth
Practical AI and data tools · Social impact
Common Sense
Useful answers and working tools for the social sector.
Common Sense is an Emerald South project, built with Azimuth and supported by an OpenAI grant. It brings 990 filings, foundation reports, academic evidence, and field knowledge together so nonprofits can scope programs, find aligned funders, and put practical tools to work without building the underlying research infrastructure themselves.
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Live · Hatch Gemini workspace
Business development intelligence · Nonprofit operations
BD Opportunity Engine
Find timely consulting opportunities from public nonprofit signals.
A working prototype that turns a market thesis into a ranked queue of organizations, decision-maker hypotheses, leadership-capacity signals, calibration feedback, and enrichment actions. The first workflow focuses on social impact organizations with meaningful revenue and missing or uncertain senior operating capacity.
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Live
Independent publication · Families
College Azimuth
Find your way through college cost.
Rebuilding the college-decision conversation around real financial outcomes — affordability, debt burden, loan repayment risk, post-graduation earnings. Independent analysis drawn from College Scorecard, IPEDS, and institutional filings, written for families who want the actual numbers instead of brochure copy. The consumer-facing thesis of what happens when public data is treated seriously.
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