Say it plainly
"New family, eviction notice, two kids, Spanish at home." That is the whole prompt. No forms to fill first.
Agent swarms for social work
Drafts, never decisions
They draft, fetch and remind. People decide.
Small AI agents that take the paperwork, the hold music and the forty-tab benefits search off a caseworker's desk.
01 — How a swarm works
Each agent does one job and hands the rest on. The swarm splits a case into lanes, works them in parallel, then waits for you.
"New family, eviction notice, two kids, Spanish at home." That is the whole prompt. No forms to fill first.
The scribe drafts the intake, the navigator checks benefits, the scout watches housing, the interpreter readies the letters.
scribe → navigator · 1.8s
navigator → scout · 2.4s
Nothing reaches a client, a court or a landlord until a person reads it and presses send. The swarm waits well.
02 — The crew
Showing 08 of 08
Listens in, with consent, and drafts the intake note, the household map and the needs list while you keep eye contact. You edit it, you sign it.
Speech-to-note · Needs list · Household map
Checks a household against every program in your county, explains why each one fits, and drafts the applications with the right documents already attached.
Eligibility · Pre-filled forms · Plain-language why
Watches shelter beds, waitlists and landlord listings overnight and wakes you with three real options, not forty tabs.
Shelter beds · Waitlists · Listing alerts
Tracks hearings, filing windows and check-ins, and sends reminders the client can actually read, in the language they read.
Hearings · Filing windows · Reminders
Reads incoming messages for risk at 3am and pages the on-call person within seconds. It never answers a crisis on its own.
Risk flags · Paging · Warm handoff
Sends the check-in texts, chases the missing pay stub and books the next visit, in your words, from templates you approved.
Check-ins · Document chase · Scheduling
Translates visits and letters with a confidence score on every sentence, so you know exactly when to bring in a human interpreter.
Live visits · Letters · Confidence score
Types the same address into eleven forms so nobody else has to. Tired. Accurate. Logs every field it touched.
Form fill · Field audit · Redaction
04 — Guardrails
Casework is people's housing, children and freedom. The swarm is built to be useful and boring about it: it prepares, it reminds, it asks. A person is on every decision that matters.
Consent
Listens only with consent
The scribe starts when the client says yes, out loud, and the note says so.
Approve
Nothing sends itself
Letters, texts and filings wait in a queue until a caseworker approves them.
Escalate
Crisis goes to a human
Triage pages the on-call worker. It never answers a crisis on its own.
Audit
Every action is logged
Who asked, which agent acted, what it read and what it changed, kept for your agency's retention period.
05 — Pricing
Pick & mix
$9 from, per agent / month
Any agent, any seat count. Start with the one that hurts most.
Full swarm
[Price] per caseworker / month
All eight agents, working the same case in parallel lanes.
Agency
Let's talk
County-wide rollouts, your roles, your retention rules.
Thirty minutes. Bring a real case.