Life-event cascade
James comes home from service
Every benefit he earned, ready on arrival
AI agent narrative
James should not have to discover each veteran benefit agency by agency. I verified his separation record, enrolled him in healthcare, prepared his disability evidence, matched housing support, and queued education and employment choices that need his input.
Cascade steps
Separation detected
DoD transition record and discharge status verified
Rules fired
- Honorable discharge verified
- Active duty service period met
VA healthcare enrolled
Priority group assigned and first appointment queued
Priority group 2 assigned based on disability rating
Rules fired
- Veteran status confirmed
- Service-connected disability above 30%
Disability claim review
Evidence package assembled for human review
Medical evidence is complete; rating confirmation requires adjudicator sign-off
Housing support matched
HUD-VASH and local rental assistance screened
Two available programs match James in his destination county
Rules fired
- Veteran homelessness prevention flag
- Income below local AMI threshold
Education benefits prepared
Post-9/11 GI Bill eligibility and school options loaded
Needs James to choose between apprenticeship and degree pathways
Civilian job placement
Military skills translated into local openings
18 role matches found within 25 miles
Live engine result
Generated by the real household model, life-event coordinator, and domain rules.
Life event result
military separation
Coordinated across 19 domains ยท 18 cascade wave(s).
Monthly income change
+$0
Monthly benefits change
+$2,099
Net monthly change
+$2,099
Recommended next steps
These programs look open โ start an application to lock in benefits.
- Start application
Defense Personnel & Veterans Benefits
defense ยท ~$1,700/mo estimated
- Start application
Weatherization Assistance Program
energy ยท ~$320/mo estimated
- Start application
SBA 7(a) Loan Guaranty
small-business ยท ~$1,826/mo estimated
- Start application
OAA Title III Nutrition
aging-services ยท ~$100/mo estimated
- Start application
Section 502 Single Family Housing Direct
rural-development ยท ~$900/mo estimated
- Start application
Medicaid
Healthcare ยท ~$0/mo estimated
- Start application
Federal Pretrial Release & Sentencing
justice-courts ยท ~$0/mo estimated
- Start application
Federal Crop Insurance
agriculture ยท ~$0/mo estimated
Programs checked
19 domains- VeteransEligibleView service โ
VA Disability Compensation
Veteran with 70% service-connected disability qualifies for compensation.
$1,808/mo($21,696/yr)
Status: automatic โ Automatically enrolled in VA disability compensation.
- parksEligibleView service โ
America the Beautiful Pass
Approved for America the Beautiful Pass
-$7/mo(-$80/yr)
Status: automatic โ America the Beautiful Pass processed. Pass or permit will be issued via Recreation.gov or at park entrance.
- defenseEligibleView service โ
Defense Personnel & Veterans Benefits
In scope โ preference tier CPS, clearance none, VA state benefits
$1,700/mo($73,800/yr)
Status: pending review โ Application submitted to DoD/VA. Adjudication required before benefits or clearance activate.
- Economic WelfareNot eligible
Unemployment Insurance
Failed 2 of 3 rules: ui-separation-reason, ui-base-period-wages
- business-commerceEligibleView service โ
Business formation & SBA financing (VA)
Entity formation viable in VA; no SBA loan requested
$0/mo($0/yr)
Status: automatic โ Entity registration confirmed; annual state filings scheduled.
- energyEligibleView service โ
Weatherization Assistance Program
Eligible for Weatherization Assistance Program, LIHEAP Energy Assistance (coordinated) (primary: Weatherization Assistance Program)
$320/mo($3,840/yr)
Status: pending review โ Application submitted for Weatherization Assistance Program ($320/mo) โ human review required
- small-businessEligibleView service โ
SBA 7(a) Loan Guaranty
Eligible for SBA 7(a) Loan Guaranty, SBA Disaster Loans (primary: SBA 7(a) Loan Guaranty)
$1,826/mo($21,910/yr)
Status: pending review โ Application submitted for SBA 7(a) Loan Guaranty ($1825.83/mo) โ human review required
- aging-servicesEligibleView service โ
OAA Title III Nutrition
Eligible for OAA Title III Nutrition, National Family Caregiver Support (primary: OAA Title III Nutrition)
$100/mo($1,200/yr)
Status: pending review โ Application submitted for OAA Title III Nutrition ($100/mo) โ human review required
- rural-developmentEligibleView service โ
Section 502 Single Family Housing Direct
Eligible for Section 502 Single Family Housing Direct, Community Facilities Loans & Grants (primary: Section 502 Single Family Housing Direct)
$900/mo($10,800/yr)
Status: pending review โ Application submitted for Section 502 Single Family Housing Direct ($900/mo) โ human review required
- Benefits (SNAP)EligibleView service โ
SNAP
Meets all 4 SNAP eligibility rules
$298/mo($3,576/yr)
Status: automatic โ Enrolled in SNAP at $298/mo
- HealthcareEligibleView service โ
Medicaid
Medicaid eligible: Marcus Williams (adult_expansion)
$0/mo($0/yr)
Status: pending review โ Medicaid application accepted pending citizenship/identity verification (SAVE/hub). Not final enrollment until verified.
- justice-courtsEligibleView service โ
Federal Pretrial Release & Sentencing
Case in scope โ VA regime risk_based, pretrial tier recognizance, CJA-eligible
$0/mo($0/yr)
Status: pending review โ Case scheduled for arraignment and counsel appointment per Fed. R. Crim. P. 5 and 18 USC ยง 3006A.
- agricultureEligibleView service โ
Federal Crop Insurance
Meets the federal eligibility requirements for Federal Crop Insurance
$0/mo($0/yr)
Status: pending acceptance โ Application submitted for Federal Crop Insurance. USDA Farm Service Agency (or RMA-approved crop insurance provider) will verify producer documentation and notify the applicant.
- HousingNot eligible
Housing Choice Voucher
Failed 1 of 3 rules: hcv-no-duplicate
- TaxEligibleView service โ
Federal & State Income Tax
All individuals with income are subject to tax calculation
-$0/mo(-$0/yr)
Status: automatic โ Tax profile updated with calculated federal and state tax liability
- Child WelfareNot eligible
CPS Investigation
No maltreatment report/allegation facts โ CPS path closed (not a TANF eligibility screen)
- EducationNot eligible
Federal Pell Grant
Pell denial: Failed 2 federal core rules: edu-fa-isir-on-file, edu-fa-sap
- LaborNot eligible
Federal Fair Labor Standards Act (FLSA)
Detected 2 potential violation(s): labor-fw-minimum-wage, labor-fw-recordkeeping
- social-securityNot eligible
Retirement Insurance Benefits (RIB)
RIB denial: rib-pia-estimate