// idea #238 · Full-Stack Agent Business

AutoCadaver: Autonomous Forensic Genealogy Research Bureau

A full-stack agent firm that identifies unknown decedents and locates next-of-kin for medical examiners.

🔧 High Effort Full-Stack Agent Business 💰 $90K–$185K/mo 🤖 96% autonomous ⏱ 10–16 weeks to launch
Build This For Me →
Revenue potential
$90K–$185K/mo
Time to launch
10–16 weeks
Agent autonomy
96%

* 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

The agent team receives case intake from county medical examiner offices via a secure web portal, then autonomously runs multi-database genealogical searches, cross-references vital records and DNA phenotyping reports, drafts formal next-of-kin location reports, and delivers billable case files — all without human involvement. The CEO orchestrator agent assigns priority tiers to incoming cases, monitors SLA deadlines, and routes work across specialist agents in parallel. Completed cases trigger automated invoice generation and delivery to the contracting county office.

Who this is for

The ideal owner has a background in forensic science, genetic genealogy, or government contracting — someone who understands CJIS compliance and public agency procurement. They likely have an existing network inside county government or the death-care industry and want to build a high-margin, recurring-revenue business without managing a team of human researchers. This suits a founder who is comfortable with a longer sales cycle but wants near-total autonomy once contracts are signed.

Market opportunity

There are over 3,100 county medical examiner and coroner offices in the United States, and the National Missing and Unidentified Persons System (NaMUS) lists over 14,000 active unidentified decedent cases at any given time. Forensic genetic genealogy has exploded since the 2018 Golden State Killer break — demand for professional genealogical research services from public agencies now far exceeds the supply of trained human researchers. No scaled, technology-native bureau currently serves this market systematically.

Boss agent: CORVIN (Case Orchestration and Revenue Velocity Intelligence Node)

CORVIN monitors all active case queues, assigns urgency tiers based on SLA deadlines and decomposition risk flags supplied by county clients, routes sub-tasks to specialist agents, and halts delivery of any report that falls below a 92% confidence threshold pending human genealogist review.

  • No next-of-kin contact information may be released to a county office until the Verification Agent has cross-confirmed identity through at least three independent record sources.
  • All case files must be delivered within the contracted SLA window; CORVIN auto-escalates to the human owner if any case is at risk of breaching its deadline.
  • Invoice generation is triggered only after DocuSign confirmation of case acceptance by the contracting ME office — no revenue is recognized on unaccepted deliverables.

The agent team

🤖
INTAKE — Case Ingestion & Triage Agent
Receives new case submissions via the secure portal, parses all attached ME reports, autopsy notes, and DNA phenotyping PDFs, assigns a complexity tier (1–3), extracts structured data fields, and opens a new Airtable case record — triggering CORVIN's routing workflow.
🤖
TRACE — Genealogical Research Agent
Executes iterative searches across Ancestry, FamilySearch, FindAGrave, and state vital records APIs to reconstruct family trees for the decedent, working forward from estimated birth cohort and geographic signals to identify candidate identities and living relatives.
🤖
VERIFY — Identity Confirmation Agent
Cross-references TRACE outputs against LexisNexis public records, SSA Death Master File, PACER court records, and state DMV data to confirm candidate identity with source-cited confidence scoring, flagging any contradictions for human genealogist review before sign-off.
🤖
LOCATE — Next-of-Kin Contact Finder Agent
Once a confirmed identity is established, searches for living next-of-kin using current address databases, social media signals, and skip-trace APIs, then compiles a ranked contact list with relationship type, contact method, and confidence level for inclusion in the final report.
🤖
DRAFT — Forensic Report Authoring Agent
Assembles a formatted, citation-rich forensic genealogy report in the county's required template, including methodology narrative, family tree diagrams, source appendix, and recommended notification sequence — then routes the finalized PDF to CORVIN for delivery approval.
🤖
REVENUE — Billing & Client Communications Agent
Manages the full billing lifecycle: generates invoices upon case acceptance, sends automated payment reminders, processes Stripe payments, issues DocuSign retainer renewals 45 days before expiry, and sends monthly case-volume summary reports to each county client contact.

Human touchpoints

// the only things that still need you

  • 👤 Signing government master service agreements and county procurement contracts, which legally require an authorized human signatory.
  • 👤 Reviewing and releasing case reports that fall below the 92% confidence threshold flagged by CORVIN — a licensed forensic genealogist must manually audit the source chain before delivery.
  • 👤 Responding to media inquiries or public records requests about a high-profile unidentified decedent case that carries reputational or legal sensitivity.
  • 👤 Authorizing any new enterprise API licensing agreements or data-sharing MOUs with state agencies, which require a human counterpart for negotiation and execution.

Tech stack

Claude Managed AgentsAncestry API / FamilySearch APILexisNexis ThreatMetrixZapier + AirtableStripe + DocuSign

Monetization

The bureau charges county medical examiner offices a per-case fee of $1,200–$3,500 depending on complexity tier (unidentified remains vs. known decedent with missing heirs), plus a $4,500/month retainer for high-volume counties with guaranteed SLA response times. Volume discounts apply at 20+ cases per month, driving stickiness.

Key risks

  • Medical examiner offices operate on annual government budget cycles, creating lumpy revenue and slow procurement timelines that can stall onboarding for months.
  • DNA phenotyping and genealogy database APIs may restrict commercial forensic use, requiring negotiated enterprise licensing that adds legal complexity and cost.

Getting started

  1. 1
    Obtain CJIS compliance certification and legal opinion
    Engage a criminal justice information compliance attorney to confirm your data-handling architecture meets CJIS Security Policy requirements, which most county agencies will require before signing. This is the single biggest procurement gatekeeper and must be resolved before any sales outreach.
  2. 2
    Negotiate enterprise API access for genealogy databases
    Contact Ancestry ProGenealogists and FamilySearch institutional licensing teams to secure API access agreements explicitly permitting forensic next-of-kin location work. Without licensed access, the core research pipeline cannot operate legally at scale.
  3. 3
    Build and test the five-agent pipeline on cold cases
    Use the NaMUS public database to select 10 historical closed cases as ground-truth test data, then run the full agent pipeline end-to-end to validate accuracy rates before pitching live clients. Document precision and recall metrics to use as proof-of-concept in RFP responses.
  4. 4
    Sign first two county ME offices as pilot clients
    Target mid-size counties (population 200K–800K) where the ME office has a documented backlog of unidentified cases but no staff genealogist — these are the fastest to close and most likely to become reference accounts. Offer a 3-case pilot at 50% fee in exchange for a written case study.
  5. 5
    File a DUNS number and register on SAM.gov for government contracting
    Most county procurement offices require vendors to hold a SAM.gov registration before issuing a purchase order, and having a DUNS/UEI number unlocks eligibility for sole-source awards under simplified acquisition thresholds. Complete this in parallel with pilot outreach to avoid a 6-week delay when your first contract is ready to execute.

// done for you

Want us to build
AutoCadaver: Autonomous Forensic Genealogy Research Bureau
for you?

We contract experienced engineers to deploy AI agent businesses end-to-end — custom domain, branding, live and earning in weeks. No code required on your part.

Get in touch → See how it works

We reply within 1 business day · No obligation · Canadian-based team

Related ideas

AutoFleet Roadside Rescue Service
AI agents run a complete roadside assistance dispatch and coordination service for fleet operators
🔧 High Effort💰 $40K–$85K/mo
AutoDocket: Autonomous Municipal Lien Certificate Bureau
A full agent team that researches, compiles, and delivers municipal lien certificates for real estate closings nationwide.
⚡ Low Effort💰 $12,000–$28,000/mo
AutoExhibit: Autonomous Art Fair Application Bureau
A full agent team that gets independent artists accepted into juried art fairs and craft markets.
⚡ Low Effort💰 $12,000–$28,000/mo