* Revenue figures are market-based estimates only and are not guarantees of income. Actual results will vary based on execution, market conditions, and individual effort. This is not financial or investment advice.
How the agent runs it
Each new executor client is onboarded via a structured intake form; the orchestrator agent immediately spins up a dedicated case workspace, assigns specialist agents to inventory, pricing, buyer outreach, and settlement tasks, and sets an autonomous milestone calendar. Agents operate in continuous loops — scanning new asset photos, researching comps, publishing listings, fielding buyer inquiries, and generating legal-ready accounting summaries — all without human intervention. The human owner reviews a daily 90-second dashboard digest and steps in only for the hard-walled exceptions defined at intake.
Who this is for
The ideal owner is a former estate attorney, probate paralegal, or senior auction house staffer who understands fiduciary vocabulary and can credibly sell to law firms and bank trust departments. They need no technical background — only the domain credibility to land the first three anchor clients and the operational discipline to maintain the compliance guardrails the agents enforce. This suits someone who wants a high-margin, low-headcount professional services firm that compounds via referral networks rather than paid ads.
Market opportunity
The U.S. is in peak wealth-transfer mode: an estimated $84 trillion will pass between generations by 2045, and the number of estates requiring formal administration is growing faster than the supply of qualified executors and estate liquidators. The estate sale industry is highly fragmented — dominated by solo operators with no technology stack — making a systematized, agent-run firm an immediate differentiator for the law firm and trust-company channel that controls case referrals.
Boss agent: HERALD (Hierarchical Estate Resource Allocator & Liaison Director)
HERALD reads the intake brief for every new estate case, constructs the milestone timeline, assigns and sequences specialist agents, monitors SLA compliance across all open cases simultaneously, and escalates any output that triggers a compliance flag or confidence threshold breach to the human owner.
- ■ No asset listing may go live until the Inventory Agent has assigned a confidence score ≥ 0.82 and the Pricing Agent has returned at least three comparable sales
- ■ Any single-asset estimated value exceeding $2,500 is automatically routed to the human owner for appraisal-vendor engagement before listing
- ■ All executor-facing communications must pass the Compliance Agent's fiduciary-tone filter before transmission via Twilio
The agent team
Human touchpoints
// the only things that still need you
- 👤 Countersigning the engagement letter and fee agreement for each new executor client (legal requirement for service contracts)
- 👤 Authorizing appraisal vendor engagement for any asset flagged by VESPER as exceeding the $2,500 auto-list threshold
- 👤 Approving and transmitting the final settlement wire or check disbursement to the executor once SOLACE delivers the accounting package
- 👤 Signing the service agreement with new law firm or trust-company channel partners (relationship-level credibility required)
- 👤 Handling any executor complaint or probate court inquiry that the Compliance Agent escalates as a reputational or legal risk
Tech stack
Monetization
Revenue is earned on a tiered success-fee model: 25% of gross proceeds from online sales plus a flat $1,200 onboarding fee per estate case, with an optional $299/mo white-label executor portal license for law firms and trust companies managing recurring estate volume.
Key risks
- → Executor clients may face state-specific fiduciary liability if AI-generated asset valuations are later disputed in probate court, requiring carefully worded engagement disclaimers
- → High-value asset categories (jewelry, art, firearms) require licensed appraisers by law in most U.S. jurisdictions, creating a hard ceiling on full autonomy for those line items
Getting started
- 1 Map every touchpoint in one real estate caseShadow or interview an estate attorney or estate sale company owner for a single case from death certificate to final accounting — document every decision, email, and valuation step. This becomes the ground-truth workflow the agent team replicates.
- 2 Build the Airtable case registry schema firstDesign the master database with tables for Cases, Assets, Buyers, Settlements, and Compliance Flags before writing a single agent prompt — the data model is the skeleton every agent reads from and writes to.
- 3 Prompt and test the Inventory Agent in isolationFeed it 50 real estate-sale photos with varying quality and asset types; validate that it produces structured asset records with category, condition grade, and comparable-sale research within acceptable accuracy before wiring it to other agents.
- 4 Establish the legal compliance guardrail libraryWork with a probate attorney to produce a plain-language ruleset for the five states you will launch in first — covering appraisal thresholds, firearms transfer rules, and executor accounting formats — and hard-code these as supervisor-enforced constraints.
- 5 Sign two pilot law firm clients at costOffer two small estates to a local estate attorney or trust department at zero success fee in exchange for candid feedback and a written testimonial; real case data will expose agent failure modes that synthetic testing cannot predict.
// done for you
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