Built for San Francisco residents

Find every dollar you qualify for.

Tell us about your household in plain English. Benefy's intake agent builds your profile, a deterministic rules engine screens it against real SF benefit programs, and you get a dollar estimate plus a pre-filled application — in minutes, not hours.

See how it works

Benefy — new screening

I'm a single mom with two kids, work part-time at a bakery, and live in the Mission. Worried about my PG&E bill.

Got it — household of 3, part-time income. Checking CalFresh, PG&E CARE, and SFMTA Lifeline against 2026 FPL thresholds…

Intake agent building structured profile

Estimated annual value

$4,860

CalFreshLikely eligible

PG&E CARELikely eligible

SFMTA LifelineNeeds review

Programs

Tailored to your household

CalFresh

Monthly grocery assistance based on household size and income.

PG&E CARE

A discounted rate on your monthly gas and electric bill.

SFMTA Lifeline

Reduced-fare Muni passes for qualifying San Francisco residents.

How it works

From a sentence to a screened case

Tell us about yourself

Type what's true about your household in plain English — no forms, no dropdowns, no waiting room.

Agent builds your profile

The Gradient AI intake agent extracts your household size, income, and situation into a structured profile.

Engine screens, not the AI

A tested, deterministic rules engine checks your profile against real SF/CA program thresholds — the model never decides eligibility.

Dollars and next steps

Get an annual dollar estimate, anything flagged for human review, and a pre-filled application ready to submit.

Trust & guardrails

The AI never decides eligibility.

A pure, unit-tested rules engine is the only code path that ever returns likely-eligible, likely-ineligible, or needs-review. The agent gathers information and explains results — the yes/no always comes from the function call, never the model.

Deterministic engine

Same input always yields the same output, checked against real 2026 program thresholds.

Human-in-the-loop review

Uncertain cases are flagged for review, never auto-approved.

Full reasoning trace

Every screening keeps a "view reasoning" trace so decisions stay auditable.

Guarantee-language guardrails

Agent output is checked for over-promising phrasing before you ever see it.

SF/CA benefit programs screened

Deterministic engine test cases

Eligibility calls made by the AI

Ready to find every
dollar you're owed?

No account, no auth, no personal data required to try the full demo.