Answer policy questions without waiting for research
We give public administration teams instant access to demographic insights using structured public data. No personal information, no survey fatigue, no research delays.
Break free from research bottlenecks
Traditional surveys take 2-8 weeks to design, recruit, field, and analyze. By the time results arrive, policy windows have often closed. Response rates have collapsed, introducing bias that undermines confidence in findings.
We eliminate these delays. Teams can explore demographic questions as they arise during budget meetings, policy discussions, or service planning sessions. You get instant answers based on structured public data, without waiting for research projects to complete.
Understand people through synthetic personas
We generate synthetic personas built entirely from structured public data which help you explore how policy questions might land with different groups across your community.
Jennifer Chen
Public Health Analyst, Oregon
How would a $15 minimum wage increase affect your household budget?
As a public health analyst, I'm already earning above minimum wage, so this wouldn't directly affect my income. However, I'm concerned about how it might impact local businesses and service costs.
With rent taking up 35% of my monthly income in Portland, any increase in the cost of goods and services would put more pressure on my budget. I'd support the policy if paired with measures to address housing affordability.
Query public data in plain language
Public data should not require technical training to use. With us, teams can ask questions in plain language and explore answers immediately.
Type a question as you would phrase it in a meeting or briefing. Our system interprets the request and returns structured insight drawn from public datasets, without manual querying or specialist tools.
What would you like to research?
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Built for
evidence-led policy
In public sector work, trust and transparency aren't optional—they're essential. We protect both.
Defend your decisions
Policy decisions benefit from strong evidence. We help teams build defensible reasoning early, documenting exactly how you arrived at conclusions—a critical advantage when decisions face scrutiny.
Explore sensitive topics safely
Some policy questions are difficult or politically delicate. We create space to investigate privately and thoroughly, without the lengthy timelines and response bias of traditional research.
Privacy-first by design
We never rely on personal data or identifiable information. Public servants can explore insights responsibly while staying aligned with public trust and community privacy expectations.
Trust the evidence,
own the outcome
Get instant answers to policy questions without surveys, delays, or bias. Then defend your decisions with clarity and confidence.