How does an AI intake assistant work for an elder law firm?

For an elder law firm an AI intake assistant does the same first-60-second written reply, but the qualifying questions and the escalation lines are different. It screens for the matter types elder law firms actually take — guardianship and conservatorship petitions, Medicaid long-term-care planning, special needs trusts, and powers of attorney for a declining parent — and it escalates the moment a message touches capacity, coercion, or a request to act against a family member's interest. Those are the messages where an unsupervised chatbot does real harm.

Why elder law intake is its own problem

  • The first caller is often an adult child, not the client, and the assistant must not assume it is speaking to the person whose interests are at stake.
  • Capacity is a live question from the first message. A request to set up a power of attorney for a parent with dementia is exactly the message that must reach an attorney, not an automated answer.
  • Medicaid planning has a five-year look-back. A family asking how to transfer a house to qualify is asking for legal advice, not intake, and the assistant must refuse and escalate rather than improvise a strategy.
  • Undue influence is the central risk. A caregiver pressing for changes to an estate plan is not a lead to qualify; it is a matter to hand to a lawyer immediately.

What the assistant screens for

  • The matter type: guardianship or conservatorship petition, Medicaid planning, special needs trust, POA, or estate plan review.
  • Who is contacting the firm and their relationship to the prospective client.
  • The county and whether the matter is inside the firm's footprint.
  • Any signal of capacity concern or family conflict, which routes the message to a named attorney rather than into a booking.

What it is forbidden to do in an elder law context

  • Advise on Medicaid transfer strategy or how to beat the look-back period — that is legal advice.
  • Comment on whether a parent has capacity to sign — that is a legal and medical question for the attorney.
  • Draft or interpret a power of attorney, advance directive, or trust amendment.
  • Quietly accept instructions from a family member to act against the elderly client's stated wishes.

The Estate Intake Standard v1.0 · Full compliance page

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