Last updated 2026-05-27
Six populations, one coordination layer.
Each of these six groups loses their support structure at a moment of maximum risk. The coordination gap is the same shape every time — three to six siloed county-side data sources, a state-required quarterly reporting regime, no county-side tool that reconciles the providers in real time. The door is different.
This page documents each population in the same five-question structure: the moment of risk, Antelope Valley figures (being gathered), the existing infrastructure that serves them today, the coordination gap Guardians of the AV closes, and what we explicitly do not do.
Source material lives in the repository's research docs. No figure on this page is invented — every Antelope Valley figure is being gathered from audited sources and cited inline as it lands.
Some entries below describe service pathways rather than database categories.
Population 1 of 5
Homelessness
The most visible population, and the surface where Phase 0 lives. Chronic and episodic, sheltered and unsheltered, counted and uncounted.
The moment of risk
The breaking point is rarely a single night on the street — it is the moment a person loses both a roof and a coordination layer at the same time. A workplace injury collides with a divorce. A landlord declines to renew. A car becomes the bedroom. The library becomes the office. From the outside it can look like one event; from the inside it is five fragile systems failing in sequence — income, housing, transportation, healthcare, social tie — and the person is left to reconcile them alone.
Episodic homelessness is statistically more common than chronic homelessness but less visible. Many episodic individuals do not self-identify as "homeless" — they are doubled up, sleeping in cars, between leases. The coordination gap reaches them too, and earlier intervention there is cheaper than later intervention at the chronic end.
Antelope Valley figures (being gathered)
Across the Antelope Valley, unsheltered homelessness has grown year over year while a share of already-allocated state funding sits undeployed. The headline is the gap between dollars committed and dollars spent — money moves toward jurisdictions that show expenditure discipline, and the reporting that proves that discipline is hand-compiled today.
The cost dynamic is consistent statewide: a system that cycles a chronically homeless person through emergency departments, jail, and short shelter stays costs far more than stable housing. Each missed handoff has a documented downstream cost.
Existing infrastructure
- · Coordinated Entry and an HMIS exist in the region, with a collaborative applicant and an HMIS operator on a Bitfocus Clarity deployment.
- · Outreach, shelter, and rapid-rehousing are delivered by a constellation of regional operators, county outreach teams, and faith-based meal programs.
- · An enforcement / encampment-clearing layer runs in parallel to coordinated entry, as it does across California.
The coordination gap we close
Coordinated Entry exists. The after-shelter loop does not. Once a person is referred and matched, there is no shared, real-time reconciliation of (HMIS bed status) × (Medi-Cal eligibility) × (income / benefits in progress) × (the next thing the person actually needs to do this week). Each provider holds one slice; nothing joins them.
Guardians of the AV is the join layer — it feeds the HMIS rather than competing with it, and produces the expenditure reporting and CoC application artifacts the system already requires but currently hand-compiles.
What we do not do
- · We do not replace HMIS, the collaborative applicant, any outreach team, or any operator. We are the coordination surface above them.
- · We do not run shelters. We do not deliver clinical services. We do not promise to reduce the PIT count by a fixed percentage — coordination gains compound over years, not quarters.
First Phase 0 step
Anadora Turner, MSW (USC) is leading the Phase 0 field-validation interviews: outreach workers, shelter operators, and people currently navigating the system. Compensation: $25 cash or grocery card at the start of each conversation, before any questions are asked.
The resource map at /map is the live Phase 0 surface — no login, no ID, no questions, in English and Spanish.
Population 2 of 5
Foster youth aging out
Transition-age youth (TAY 18–21) exiting Extended Foster Care (AB 12 / NMD). The most system-experienced population on this list, and often the most system-avoidant.
The moment of risk
The breaking point is the day a young person who has been in county custody since childhood ages out of Non-Minor Dependent (NMD) status. The legal frame ends. The placement ends. Many of the relationships that managed their life for a decade end with it. The handoff to adult systems — housing, income, healthcare, education, employment — is opt-in and county-side, and it depends on the youth proactively engaging with the next set of providers at the exact moment trust in providers is lowest.
California Policy Lab (LA study): approximately 1 in 4 former foster youth report homelessness between ages 21 and 23. This is a statewide proxy figure; community-specific aging-out outcome data is generally not published.
Antelope Valley figures (being gathered)
Transition-age youth exiting Extended Foster Care are a distinct constituency with distinct funding (Chafee / AB 12 / THP) and a distinct state reporting regime — not a sub-bullet of the homelessness population.
Independent Living Skills Programs (ILSP) typically cover current and former foster and probation youth ages 16–21. THP-Plus / THP-NMD beds, FURS-style mobile wraparound, and county child-welfare case management round out the regional infrastructure.
Existing infrastructure
- · County Child Welfare Services — legal custodian, RFA recruitment, placement, NMD case management.
- · Independent Living Skills Program (ILSP) and transitional-housing providers offering THP-NMD, Treatment Foster Care, and emergency placement.
- · Mobile crisis / FURS-style 24/7 response and wraparound providers.
- · School-stability (McKinney-Vento) supports, CASA court-appointed advocates, and a regional children's-services coordination network.
The coordination gap we close
On the day a Non-Minor Dependent exits care, a warm handoff requires reconciling several data sources in real time: child welfare, ILSP, THP-Plus / THP-NMD bed inventory, the mobile-crisis hotline, and the regional HMIS (Bitfocus Clarity). No county-side tool reconciles those today.
State reporting NYTD (National Youth in Transition Database) requires CA counties to report housing status at ages 17 / 19 / 21 via the CDSS CWDAB quarterly QA file. Guardians of the AV is the reconciliation surface and the artifact generator NYTD and C-CFSR / AB 636 (5-year System Improvement Plan + annual update) already require.
What we do not do
- · We do not replace the ILSP provider, transitional-housing operators, mobile-crisis teams, CASA, or the children's-services network. They serve. We coordinate the handoff.
- · We do not surface foster youth content in institutional language. AB 12, NMD, NYTD, FURS, and Chafee belong in the county-facing pitch — not in copy a 19-year-old would read.
- · We do not lump foster youth into the homelessness pitch as a sub-bullet. Distinct constituency, distinct funding (Chafee / AB 12 / THP), distinct reporting regime.
First Phase 0 step
Anadora's Phase 0 outreach plan includes foster-youth advocates and (with appropriate consent and clinical mediation) youth themselves. The interview kit explicitly forbids pitching: "Do not show them the app. Do not describe the platform. Their unfiltered take on the problem is more valuable than their reaction to our solution."
Resource map today shows the housing, meal, and crisis surfaces that a TAY navigating the gap can reach without identifying themselves.
Sources cited in this section
Population 3 of 5
Justice-involved reentry
The moment a person walks out the jail sally port. CalAIM Justice-Involved Reentry, AB 109, and the warm handoff that today depends on phone calls and hope.
The moment of risk
The breaking point is the release roster. A person walks out at 11 AM with a Medi-Cal card that may or may not be active, a referral that may or may not have been made, an active medication need that may or may not have a bridge prescription, and a place to sleep that exists only as a possibility on a different agency's system.
Five systems, five logins, zero join key: Sheriff release roster + Medi-Cal-enrolled status (CalAIM pre-release) + HMIS bed / RRH slot + Probation supervision conditions + jail-medical MAT bridge-Rx active. Whether the handoff happens depends largely on which staff person picked up the phone that morning.
Antelope Valley figures (being gathered)
AB 109 Public Safety Realignment funds a county Community Corrections Partnership each fiscal year; reentry must compete inside that envelope, which rarely carries an explicit reentry set-aside.
CalAIM Justice-Involved Reentry funds 90-day pre-release Medi-Cal services through the Sheriff's Office. The warm-handoff documentation it mandates per enrollee is exactly the artifact that is hand-compiled today.
Recidivism-reduction is a multi-year coordination win, not a one-year delta — the systems that move the number do so over years.
Existing infrastructure
- · In-custody clinical: a jail medical contractor (medical, MH, MAT, and reentry planning).
- · Probation SUD / MH services contracted into Adult Probation.
- · A Coordinated Entry operator for the region.
- · Reentry-adjacent housing: rapid rehousing and year-round shelter with SMI + SUD beds.
- · A Parole Reentry Court (state-parolee-facing) under the Superior Court; family / visitation support via reentry nonprofits.
The coordination gap we close
CDCR PRCS outcomes roll up via the CCP Annual Plan to BSCC. CalAIM JI Policy & Ops Guide (DHCS, October 2023) mandates pre / post-release warm-handoff documentation per enrollee plus 1115-waiver evaluation reporting. HUD HMIS System Performance Measures require recidivism-to-homelessness tracking.
Today the county cannot answer, with a single query: "Of releases in Q1, how many were in HMIS within 30 days, sheltered within 60, stably housed at 12 months?" Guardians of the AV is the screen where Sheriff release data, HMIS bed status, and Medi-Cal eligibility live in one place the day someone walks out.
What we do not do
- · We do not audit CalAIM warm-handoff compliance — that is a jail-medical / health-services / DHCS triangle. We surface the data the operators need to coordinate.
- · We do not propose jail-side MAT changes (NCCHC / jail-medical / drug-safety-coalition turf).
- · We do not promise a recidivism delta in year one. The systems that move that number do so over years.
- · From the perspective of someone who just left a controlled environment, the trust ladder is anti-abuse design — not surveillance. Our sign-in surface states this explicitly: we do not share information with law enforcement, probation, or immigration enforcement.
First Phase 0 step
Anadora's Phase 0 protocol includes reentry coordinators and (clinically mediated) recently released individuals. The interview kit's no-pitching discipline applies hardest here — surveillance fatigue is the baseline.
Map and resource layer surface reentry-relevant resources today (MAT clinics, shelter, food, transit) under the same no-login Tier 0 path as everyone else.
Sources cited in this section
Population 4 of 5
Behavioral-health discharge
5150 / 5250 step-down, Crisis Stabilization Unit discharge, and the crisis-bed capacity coming online across the region by 2028.
The moment of risk
The breaking point is the discharge clock. Someone in the first 72 hours after a 5150 hold is, clinically, in one of the highest-risk cognitive states of any population this platform serves. Working memory is impaired, complex sign-up flows are inaccessible, and the path from CSU bed to next-place-to-sleep is short enough to fail in one missed phone call.
National benchmark: California homeless patients show 30.47% all-cause 30-day readmission versus 23.79% housed. Psychiatric-specific: 27.3% (homeless) versus 17.5% (housed). The discharge layer is where housing and clinical reality collide. (PMC, 2024.)
Antelope Valley figures (being gathered)
The region's LPS-designated Crisis Stabilization Units, hospital EDs, and psychiatric health facilities are the receiving sites where a hold ends and the next-place-to-sleep question begins.
Mobile crisis teams resolve the large majority of calls without hospitalization or law-enforcement involvement — a coordination gain that depends on a warm handoff at discharge.
SB 43 expansion effective January 1, 2026: "gravely disabled" now includes severe SUD and inability to provide shelter / personal safety / medical care. Projected to materially increase hold volume statewide.
BHCIP-funded crisis-bed and peer-respite capacity is coming online across California through 2028, more than doubling crisis-bed throughput in many regions.
Existing infrastructure
- · County Behavioral Health (admin line, ACCESS line, and a mobile-crisis line).
- · An LPS-designated Crisis Stabilization Unit, with capacity expanding through 2028.
- · A locked psychiatric health facility (PHF) plus recovery and rehabilitation services.
- · County BH outreach and street-medicine teams; outreach, navigation, RRH, forensic respite, and PSH providers.
- · A mobile-crisis operator and a regional NAMI affiliate for peer / family advocacy.
The coordination gap we close
DHCS performance outcomes for BHSA Housing Interventions are to be defined in consultation with counties — outcome metrics are not yet locked. The county that arrives with clean discharge → housing → retention data writes the template.
No county-side tool reconciles CSU / PHF discharge events with shelter / PSH bed inventory with Medi-Cal eligibility with MAT continuity. HMIS holds housing events; the BH EHR holds clinical events; nothing joins them. Guardians of the AV is the join — over the BH EHR and Bitfocus Clarity (HMIS), not replacing either.
What we do not do
- · We do not ingest Protected Health Information (PHI). No Business Associate Agreement (BAA) is in place; until and unless one is, the BH discharge surface operates over de-identified or summary signals — coordination metadata, not clinical content.
- · We do not feed the LPS conservatorship pipeline. SB 43 is politically charged and the platform's framing is warm-handoff data, not conservatorship triage.
- · We do not critique the county's contracted PHF.
- · We do not promise reduced re-holds at a fixed percentage. State outcome definitions for BHSA aren't finalized.
First Phase 0 step
Anadora's clinical license (LCSW, MSW USC) is the credential that makes a BH-discharge interview protocol possible at all. Phase 0 will scope discharge planners at the region's CSU, PHF, and hospital EDs — with the explicit constraint that no PHI moves until a BAA exists.
The discharge surface is currently scaffolded at /discharge as documentation, not as a live data path. That is the correct order.
Sources cited in this section
Population 5 of 5
Veterans in transition
Military separations, HUD-VASH and SSVF utilization, and the county-side handoff that catches both VA-eligible and VA-ineligible veterans.
The moment of risk
The breaking point is the DD-214 date. Transition Assistance Program (TAP) is mandatory but ends at the separation date — there is no required handoff to a county Veterans Service Officer. Service members route through a base Military & Family Readiness Center, VA enrollment via the VBA TAP module, and local housing / benefits referral is opt-in and county-side.
A separating service member in housing instability has to self-navigate four siloed systems (DoD MFRC → VBA → CVSO → CoC / HMIS) inside a window that closes at the DD-214. Clinical-sharing agreements cover medical services — but no equivalent housing / benefits warm-handoff infrastructure exists.
VA-eligible vs. VA-ineligible is the second cliff. A veteran with an Other Than Honorable (OTH) or bad-paper discharge is excluded from most VA services. Many will not self-identify as veterans because doing so has historically led to "go to the VA" responses they have already been excluded from.
Antelope Valley figures (being gathered)
Veterans are a distinct constituency with their own benefits, eligibility cliffs, and reporting regime — they should not be folded into the general homelessness population.
Military installations are among the largest employers in the regions that host them, and a substantial share of base personnel live and spend in the surrounding county.
Veteran-specific supportive-housing funding (HUD-VASH, SSVF, Homekey+ veteran set-asides) flows on its own track and reports on its own schedule.
Existing infrastructure
- · A County Veterans Service Officer (CVSO) for benefits navigation.
- · VA Community-Based Outpatient Clinics (CBOCs) — primary care, mental health, pharmacy.
- · A Vet Center for readjustment counseling.
- · A Veterans Treatment Court under the Superior Court.
- · Regional SSVF grantees and the public housing authorities that administer HUD-VASH locally.
- · Veteran resource centers and transitional / PSH / employment-support nonprofits.
The coordination gap we close
SSVF grantees report quarterly to VA on housing outcomes. HUD-VASH PHAs report utilization, lease-up rate, length-of-stay, and exits to HUD; the VA medical-center side reports clinical engagement — the two halves rarely reconcile in one report.
No single county view ties (TAP completion) → (VBA enrollment) → (CVSO claim) → (CBOC engagement) → (HMIS bed / voucher) → (CoC outcome). Guardians of the AV sits exactly on that reconciliation layer.
What we do not do
- · We do not replace federal clinical-sharing agreements. Guardians of the AV is the county-side housing / benefits handoff layer.
- · We do not assume which provider holds the regional SSVF contract — Navigator materials route to the verified local grantee.
- · We do not assume VA eligibility. Navigator materials include explicit guidance on the VA / non-VA split and how to ask without assuming. The resource map tags VA resources as VA-eligible so users can filter.
- · We do not frame encampments near a base as a base-mission-suitability risk in writing.
First Phase 0 step
Aaron is a U.S. Air Force veteran. That is the trust anchor for the veteran-population conversation. Phase 0 includes outreach to the base readiness center, the County CVSO, and the regional SSVF grantee.
Sources cited in this section
Referral Pathway
Domestic Violence Support
Guardians does not classify or store domestic violence status. Residents who need DV support are connected directly to dedicated advocates at local victim-service providers through a confidential referral pathway. No population tag is applied.
Cross-cutting commitments
What is universal across all six surfaces
Five populations, one shared coordination layer. Each section above answers the same five questions in a different funder's language because the underlying coordination gap is the same shape: 3–6 siloed county-side data providers, a state-required quarterly reporting regime hand-compiled today, no county-side tool that reconciles providers in real time, a recent funding stream the Board of Supervisors voted on, and a documented consequence when the handoff fails. We help at the margins of that gap and meet immediate needs; we don't claim to close it on our own.
The following commitments apply across all five populations and are non-negotiable surfaces of the platform.
Trauma-informed default
Every surface — sign-in copy, error states, navigator scripts — is reviewed against the trauma-informed register. The platform's author of clinical voice is Anadora Turner, MSW (USC). The default is dignity, not triage.
No peer attestation; partner-only verification
Trust ladder advancement requires partner verification (a navigator, a county agency, a verified merchant) — not other users vouching for each other. We do not let one user rate, flag, or escalate another.
RLS-protected confidentiality flag
Migration 0014 enforces row-level security on the confidentiality flag at the database. Future builds cannot accidentally cross the DV-confidentiality line because the database itself refuses to return the row.
Statutory boundaries
HIPAA (no PHI without a BAA). 42 CFR Part 2 (SUD records require separate written authorization). VAWA §40002(b)(2) and FVPSA / VOCA (DV-survivor data segregation). CCPA / CPRA (resident opt-out, deletion, and access rights). Documented in docs/legal/data_processing_posture_brief.md.
No information sharing with enforcement
We do not share user information with law enforcement, probation, or immigration enforcement. The sign-in surface states this in plain language because surveillance fatigue is the baseline for reentry, undocumented residents, and survivors.
Tier 0 stays anonymous
The /map and the public resource surfaces work with no account, no ID, no questions. This is the highest-load, lowest-trust surface, and it has to keep functioning for someone on a library computer in the middle of a crisis.
Scope
Why these six, and not others
These five populations were selected because each one has a recent, named funding stream a county board of supervisors voted on; a state-required quarterly reporting regime; a documented coordination gap; and existing infrastructure that does not yet have a join layer. They are also the five populations Anadora's clinical experience covers directly, which is the load-bearing constraint at Phase 0 scale.
The populations we do not serve as separate doors today, and the explicit reasoning:
- Youth runaways under 18. Different consent regime (parental consent), different state-reporting regime (mandated reporter cascade), and a different referral surface (Beyond Emancipation, Huckleberry Youth, county school district homeless liaisons under McKinney-Vento). The intake protocol that makes the foster-youth aging-out surface workable does not extend cleanly here. Phase 2+ candidate.
- Undocumented migrants as a discrete population. Guardians of the AV serves unhoused residents regardless of immigration status — the resource map, the meal credit system, and the no-login Tier 0 surface ask no immigration questions and store no immigration data. But we are not a sanctuary organization, not a legal-services provider, and not one of the immigration-rights coalitions or charities that hold that specific portfolio. We will route to them; we will not duplicate them.
- Seniors as a separate door. Senior poverty and senior housing instability are real and growing across the Antelope Valley. Today the senior surface overlaps heavily with the veteran population and the general homelessness population, and the existing infrastructure (county Older Adults Services, Meals on Wheels, Adult Protective Services) does not have an obvious handoff gap that Guardians of the AV would close. Phase 2+ candidate if Phase 1 ships well.
- Recovery / SUD discharge as a standalone surface. SUD discharge currently lives inside the behavioral-health discharge surface above. New sobering-center and peer-respite capacity coming online through 2028 will likely justify a separate surface; the Phase 0 scope keeps them combined.
When a population is added, it will be added the same way — Anadora-led field validation, the coordination-gap audit, the funder map, and the statutory-boundary review before any code ships.
Primary sources
Where the figures on this page come from
Inline citations appear in each population section above. The primary sources behind the cross-cutting figures are listed below.
- California State Auditor Report 2023-102.1 (Homelessness, April 2024)
- CDSS NYTD
- DHCS CalAIM Justice-Involved Reentry Initiative
- HUD HMIS Comparable Database Manual (VAWA)
- CalVet SSVF Provider List FY24-25
Source material for this page lives in the repository at docs/research/unsupported-populations-research.md and docs/research/sme_audits/six_population_intake_parity.md. Region-specific funding and program figures are verified locally before publication. Anything not sourced is marked with verify locally in the underlying research and is not asserted in this public page.