Our Radical Transparency Data Warehouse has already shown that public finance records can be made searchable, explainable, and useful to ordinary citizens. This white paper applies the same approach to Los Angeles homelessness spending: start with public money flows, follow them through programs and providers, then ask whether the record connects provider, authorization, funding, payment, output, monitoring, correction, and documented result.

1. IntroductionExpanded vCollapsed >

The most useful way to introduce this story may be to explain that we did not set out to write about Los Angeles homelessness spending. We began with a broader analysis of Open Fi$Cal and related public-finance datasets showing large state and public-money flows into Los Angeles entities.

Initial Top 10 Money Flows into Los Angeles Entities

LA County Treasurer
$10.66B
LA County direct
$2.60B
LAUSD
$1.85B
City of Los Angeles
$1.34B
LA Metro
$944.7M
LADWP
$443.9M
LA County Sanitation District
$159.7M
LAHSA
$108.9M
North LA County Regional Center
$107.3M
LA Community College District
$75.7M

(FY23-FY25 Period 9)

At first glance, homelessness spending did not look like the dominant Los Angeles fiscal-flow story. LAHSA barely made the top 10. Our next step changed the picture.

2. The LA Homeless Spending SystemExpanded vCollapsed >

We discovered the LA Homeless Spending System by following top-10 Open Fi$Cal and related public-finance money flows to Los Angeles city and county payees.[1] This cashflow analysis showed homelessness-related money beyond a single Fi$Cal LAHSA category. Funds from City, County, housing, health, disaster-shelter, and local-tax channels also flow into overlapping provider systems.

Los Angeles fiscal-flow convergence map A conceptual flow map showing how top Los Angeles entity categories feed education, public assistance, transit, utility, disaster recovery, and homelessness delivery systems. LA Homeless Spending System State / federal / local funding Top 10 LA spend categories Los Angeles Unified School District. LAUSD Education custody LA County Treasurer Department of Public Social Services / public assistance. DSS / public assistance Los Angeles Homeless Services Authority. LAHSA California Advancing and Innovating Medi-Cal. Health / behavioral health / CalAIM Los Angeles Homeless Services Authority provider network. LAHSA provider network LA County direct Inside Safe; Homeless Housing, Assistance and Prevention; Homekey; Encampment Resolution Funding. Inside Safe / HHAP / Homekey / ERF City of Los Angeles Housing for Health / Department of Homeless Services and Housing. Homelessness / HSH / DHS Housing for Health Federal Emergency Management Agency / Disaster Assistance Trust Fund. FEMA / DATF disaster recovery LA Metro Transit Los Angeles Department of Water and Power. LADWP Utility infrastructure / wildfire recovery LA Homeless providers, contracts, invoices, monitoring outcomes

LA Homeless Spend Ranking Changed When We Followed the Money

DSS / public assistance custody routes
~$8.4B
Education custody / LAUSD / LACOE flows
~$6.8B
Homelessness programs and housing services
$1B+
Transit
~$749M-$945M
County health / behavioral health / CalAIM-adjacent services
~$700M+
FEMA / DATF disaster recovery
~$449.5M+
Utility / water / power infrastructure and relief
~$438.5M
LAHSA provider network, direct payee view only
~$108.9M
Community college / workforce-adjacent education
~$75.7M
BHCIP / emergency stabilization beds / DGS ARF
~$57.6M

In our first ranking, LAHSA looked like the eighth-largest Los Angeles payee category. After we traced related funds through City, County, housing, health, disaster-shelter, and local-tax channels, Homelessness programs and housing services no longer looked like a single agency line item. It looked like a multi-agency and multi-program delivery system.

3. The 'Dollars per Counted Homeless Person' ParadoxExpanded vCollapsed >

As we traced cashflows through LA homelessness programs and housing services, another pattern emerged. Los Angeles County's major homelessness funding plan rose from $609.7M (FY23-24) to $783.0M (FY24-25) to $908.0M (FY25-26).[21][2] Over the same period, the counted homeless population declined from 75,518 to 75,312 to 72,195.[22][23][5] That combination deserves explanation. If more money is planned while the homeless count is reported to be falling, taxpayers should be able to see which providers delivered services, which services produced improved outcomes, and why the funding plan continues to rise.

Los Angeles County Annual Funding Plan per Counted Homeless Person

Fiscal year Annual funding plan Counted homeless person* Funding per counted homeless person
FY22-23$532.6M69,144~$7,700
FY23-24$609.7M75,518~$8,100
FY24-25$783.0M75,312~$10,400
FY25-26$908.0M72,195~$12,600

Dollars per Counted Homeless Person

Funding per counted homeless person by fiscal year Vertical bars show approximate dollars per counted homeless person from fiscal year 2022-23 through fiscal year 2025-26. $0 $6.5k $13k FY22-23: approximately $7,700 per counted homeless person; $532.6M plan divided by 69,144 counted people. FY23-24: approximately $8,100 per counted homeless person; $609.7M plan divided by 75,518 counted people. FY24-25: approximately $10,400 per counted homeless person; $783.0M plan divided by 75,312 counted people. FY25-26: approximately $12,600 per counted homeless person; $908.0M plan divided by 72,195 counted people. $7.7k $8.1k $10.4k $12.6k FY22-23 FY23-24 FY24-25 FY25-26

* "Counted homeless person" means the countywide LAHSA point-in-time count.

From FY23-24 to FY25-26, the counted homeless population declined by about 4.4%, while the major homelessness funding plan per counted homeless person increased by about 56%.
4. Our Radical Transparency Evidence TesterExpanded vCollapsed >
This review does not claim waste, fraud, or misconduct unless a cited source does. It does find an extreme public-accountability gap: the public evidence chain is incomplete enough that credible waste, fraud, or misconduct concerns become virtually impossible for the system to defend against using public records alone.

Radical transparency is a public evidence test. When taxpayer money moves through a government delivery system, taxpayers should be able to verify (without a public records request) that it delivered the product or service they paid for. We've developed an eight-question verification guide. Each question includes success and failure signals described below.

Name and number Question Success signal Failure signal
Who was named to receive, administer, or control the allocation or award? The public record names the agency, vendor, nonprofit, contractor, subrecipient, or administrator attached to the award, allocation, contract, grant, or budget line. The record stops at a program, pooled budget, aggregate category, or unnamed provider group.
What authorized the provider to perform the work? A public contract, agreement, work order, grant award, or board-approved authorization identifies the provider and scope. The provider is named, but the public cannot see the operative agreement, scope, term, or maximum amount.
What public money was attached to the provider or activity? The record identifies the funding stream, amount, period, and public source. The source is blended, estimated, missing, or only visible at an aggregate program level.
Did money actually move? A payment, reimbursement, invoice approval, draw, or expenditure record is publicly tied to the same provider, payee, agreement, or funding stream. The record shows an award or budget ceiling but not actual payment, or the payment record cannot be matched to the named provider or agreement.
What did the provider bill for or claim to deliver? Public records show invoices, service units, deliverables, occupancy, beds, visits, case-management slots, placements, or other concrete outputs. Payment is visible, but the public cannot see what was billed or delivered.
Did anyone check whether delivery occurred? Public monitoring, site visits, audit testing, invoice review, or performance review is tied to the provider or project. Outputs are reported, but no public evidence shows independent review.
If problems were found, what happened? Corrective action, repayment, disallowance, sanction, contract change, or public closeout is visible. Problems are identified but their resolution is not public.
Can the public connect provider, money, delivery, and documented result? Public records connect the provider / payee, funding or payment, delivery, and documented result without relying only on self-reported aggregate outcomes. The public record shows motion but cannot verify progress.

Think of an electrical outlet tester. You plug it in, and if everything's wired right, it says CORRECT. If something's wrong, it doesn't just say 'bad'. The pattern of lights tells you the problem, so you know what to fix. Our evidence chain works the same way: question 8 is the CORRECT signal, and questions 1-7 are diagnostic lights that tell you where the fault is.

We plugged our evidence chain tester into eight different outlets in the Los Angeles homelessness programs and housing services delivery system. The following section shows what we found.

5. Testing the OutletsExpanded vCollapsed >
We plugged our evidence-chain tester into eight delivery channels in the Los Angeles homelessness programs and housing services system. None of the eight channels passed with Full Chain Verified. Each outlet failed a different set of tests for different reasons. Diagnostic results are shown below.
Outlet TestedLAHSA / HFH Work Orders
1 Provider / payee
2 Authorization
3 Funding attached
4 Payment visible
5 Output visible
6 Monitoring fault
7 Correction unclear
8 Full chain verified
How to read it: column position is the signal; color reinforces it.
pass / visible partial or self-reported
fault detected
Full chain verification fault
Outlet description

LAHSA / Housing for Health work orders are provider-facing delivery records used to move County-linked homelessness and health-service funding into specific contracted services. For this test, we used L.A. Family Housing WO 012-HFH-ICMS, $361,500 / 596 slots, as the clearest public work-order example because it identifies a provider, work-order context, dollar measure, and service capacity.[7]

Detected fault

The work-order record stops before the public can connect it to monitoring, correction if needed, and a documented service result.

Additional diagnostic details

This is the invoice-visibility problem: a public record can show that money and service capacity were attached to a provider without proving that services were monitored, corrected, and tied to outcomes.

Outlet TestedLAHSA Prime Contracts
1 Provider / payee
2 Authorization
3 Funding attached
4 Payment visible
5 Output visible
6 Monitoring partial
7 Correction unclear
8 Full chain verified
How to read it: column position is the signal; color reinforces it.
pass / visible partial or self-reported
fault detected
Full chain verification fault
Outlet description

LAHSA prime contracts are major provider agreements that structure how regional homelessness funds are assigned before work is performed, invoiced, monitored, and reported. For this test, we used LAHSA contract records, including LA Family Housing and other prime-contract records, because they show provider and funding context at the contract layer.[17]

Detected fault

Prime-contract records identify major providers and funding groups, but they do not consistently expose the downstream path from contract to invoice, monitoring, correction, and result.

Additional diagnostic details

The Auditor-Controller's findings on incomplete contract data and inadequate monitoring standards explain why prime-contract transparency is not the same as delivery verification.[3]

Outlet TestedInside Safe
1 Provider / payee
2 Authorization
3 Funding attached
4 Payment visible
5 Output visible
6 Monitoring fault
7 Correction unclear
8 Full chain verified
How to read it: column position is the signal; color reinforces it.
pass / visible partial or self-reported
fault detected
Full chain verification fault
Outlet description

Inside Safe is a City of Los Angeles homelessness initiative intended to move people from encampments into interim housing and connect those operations to services and permanent-housing pathways. For this test, we selected Venice / Sunset / ABH Operation #2, St. Joseph Center, about $2.88M, as the clearest Inside Safe example.[8] Other Inside Safe-related projects were more aggregated, blended across funding streams, or missing provider / site-level payment and outcome details.

Detected fault

The public record shows operation activity and reported outcomes, but it does not connect provider payment, delivered services, monitoring, and documented housing results in one public chain.

Additional diagnostic details

The court-ordered A&M assessment found LAHSA approved invoices without contemporaneously verifying that provider invoices reflected actual services provided.[9]

Outlet TestedHomekey
1 Provider / payee
2 Authorization
3 Funding attached
4 Payment visible
5 Output visible
6 Monitoring fault
7 Correction unclear
8 Full chain verified
How to read it: column position is the signal; color reinforces it.
pass / visible partial or self-reported
fault detected
Full chain verification fault
Outlet description

Homekey is a state-supported program that funds acquisition, rehabilitation, or development of homeless housing sites. For this test, we selected HACLA Canoga Park Place, about $8.56M, as the clearest Homekey example because the public record gives a named project, an official development plan, an award/project amount, and occupancy/project context.[11]

Detected fault

Homekey records show strong award and project evidence, but they do not independently connect funding to provider payments, occupied units, monitoring, and documented housing/service results.

Additional diagnostic details

Homekey was the strongest near-pass candidate because it showed more project structure than most outlets. Its failure point is the difference between documenting a housing project and verifying service delivery and results through the full chain.

Outlet TestedHHAP
1 Provider / payee
2 Authorization
3 Funding attached
4 Payment visible
5 Output visible
6 Monitoring fault
7 Correction unclear
8 Full chain verified
How to read it: column position is the signal; color reinforces it.
pass / visible partial or self-reported
fault detected
Full chain verification fault
Outlet description

HHAP is a state grant program that funds homelessness response, housing placement, prevention, and related services. For this test, we selected Downtown Women's Center Skid Row rapid rehousing, about $1.42M, as the clearest HHAP example because the public record identifies a provider, program type, funding stream, service geography, and target population.[24]

Detected fault

The HHAP record identifies the planned provider-level activity, but it does not connect state grant funding to provider payment, services delivered, monitoring, and documented housing results.

Additional diagnostic details

The State Auditor found California lacked the information needed to assess HHAP cost-effectiveness statewide, which matches the same outcome-verification failure found in the Downtown Women's Center rapid rehousing example.[10]

Outlet TestedERF
1 Provider / payee
2 Authorization
3 Funding attached
4 Payment visible
5 Output visible
6 Monitoring partial
7 Correction fault
8 Full chain verified
How to read it: column position is the signal; color reinforces it.
pass / visible partial or self-reported
fault detected
Full chain verification fault
Outlet description

ERF is a state grant program to help local governments resolve specific encampments by connecting people to shelter, services, and housing pathways. For this test, we selected LA County Skid Row ERF-2R, about $59.5M, as the clearest ERF example because the public record identifies a grantee, geography, award amount, projected activities, and projected outcomes.[13]

Detected fault

ERF records identify awards, grantees, and projected outcomes, but they do not connect the state award to provider delivery, verified service activity, monitoring, correction, and documented results.

Additional diagnostic details

The LAO separately flagged limits in encampment-resolution outcome reporting, reinforcing the same distinction between reported outcomes and verified delivery.[14]

Outlet TestedMeasure H / Measure A
1 Provider / payee
2 Authorization
3 Funding attached
4 Payment visible
5 Output fault
6 Monitoring partial
7 Correction visible
8 Full chain verified
How to read it: column position is the signal; color reinforces it.
pass / visible partial or self-reported
fault detected
Full chain verification fault
Outlet description

Measure H and Measure A are Los Angeles County local-tax funding channels intended to provide regional homelessness funds for services, housing, outreach, prevention, and system operations. For this test, we used County monitoring and transition records as the clearest example because they show that correction, recoupment, and records-transfer issues can become public when a delivery or records failure is documented.[18]

Detected fault

This outlet reaches correction visibility more than most channels, but the visibility appears after documented failure. It still does not provide routine provider-level verification of delivery and results.

Additional diagnostic details

The May 2026 Auditor-Controller report warned that incomplete and inaccurate records could carry forward through the agency transfer, which makes local-tax accountability dependent on records custody as well as program performance.[18]

Outlet TestedCalAIM Community Supports
1 Provider / payee
2 Authorization
3 Funding attached
4 Payment visible
5 Output visible
6 Monitoring fault
7 Correction unclear
8 Full chain verified
How to read it: column position is the signal; color reinforces it.
pass / visible partial or self-reported
fault detected
Full chain verification fault
Outlet description

CalAIM Community Supports are Medi-Cal managed-care services that can fund housing-related care coordination and other nonmedical services. For this test, we used public CalAIM implementation reporting as the clearest available record because it identifies the program, service categories, managed-care context, and aggregate implementation activity.[15]

Detected fault

The tester faults earlier than the other examples: we did not find public records exposing managed-care plan contracts, rates, provider payments, delivered services, monitoring, and outcomes for Los Angeles housing-related supports.

Additional diagnostic details

The LAO describes CalAIM implementation at a program level, but that public record does not expose the provider-payment-delivery-result chain needed for public verification.[16]

6. Who Owns the Repairs?Expanded vCollapsed >

Our outlet tests do not ask who is responsible for every failure in Los Angeles homelessness programs. They ask a narrower public accountability question: which office has the authority to require missing evidence before the next dollar, contract renewal, program expansion, audit closeout, or agency transfer moves forward? In a system with rising public spending, overlapping funding streams, and a phased LAHSA-to-HSH handoff scheduled to culminate around July 1, 2026, motion is not enough. The repair is to make radical transparency, via full-chain verification, a condition of future funding, contracting, monitoring, and public reporting.

The LAHSA-to-HSH Handoff Is a Records Custody Test

Los Angeles County is moving major homelessness responsibilities away from LAHSA and into a County homelessness department structure. The County's schedule described Phase I as the launch of the new department, with HSH officially launched January 1, 2026, and Phase II as the transition of County-funded programs and services administered by LAHSA by June 30 / July 1, 2026.[19][25][26] That handoff is not just administrative. It determines who controls the contracts, invoices, monitoring files, corrective-action records, advances, recoupments, data exports, and closeout certifications needed to verify what happened before the transfer and thereafter.

Before this transition becomes the explanation for why records are hard to find, County officials should publish a transfer-status ledger. The ledger should identify which records moved, which systems control them, which findings remain open, which advances or recoupments remain unresolved, who owns each corrective action, and which official certifies the completeness of the transfer.

The standard is simple: no funding stream should become less verifiable because the agency name changed. If LAHSA records were incomplete before the handoff, HSH should inherit the repair obligation, not the opacity. If a contract, invoice, monitoring file, or corrective action is needed for full-chain verification, the public should know who has it and who is responsible for making it visible.

The County Auditor-Controller's May 21, 2026 report warned that LAHSA records were incomplete and inaccurate and that underlying issues may persist with the transfer. That makes records custody the first repair gate, not a side issue.[18]

Who Can Make Outlets Work?

Each broken outlet described in Section 5 passes through offices with powers to set conditions, approve spending, renew contracts, require audits, demand records, or refuse payments until the public evidence chain is complete.

Officials Authority levers
Los Angeles County supervisors Control the largest local funding and transition levers: Measure H/A spending plans, HSH implementation, LAHSA funding transfers, County contract standards, audit follow-through, and the records-custody requirements that should govern the LAHSA-to-HSH handoff.
City elected officials Control City homelessness appropriations, Inside Safe reporting conditions, City contract approvals, Controller access, and public reporting standards for City-funded operations.
State officials Control HHAP, ERF, Homekey, and CalAIM program conditions, including whether state awards require provider-level payment, delivery, monitoring, correction, and outcome records.
Federal officials Control HUD funding conditions and enforcement pressure, but federal action should not be the first time the public learns whether a local outlet is verifiable.

The Radical Transparency Repair Standard

Every official who approves funding should know what full-chain verification requires at that point in the process. If a required link is missing, the office should be able to say who controls the record, when it will be published or certified, and whether the next payment, renewal, expansion, closeout, or transfer will move forward before the missing link is resolved.

7. ConclusionExpanded vCollapsed >

This review began as a state-to-Los Angeles money flow search. Homelessness spending did not stand out as a major category based on Open Fi$Cal transaction records alone. As we followed cashflows, the trail widened into a larger and more complex network of homelessness programs, housing services, funding channels, contracts, provider records, monitoring systems, and public reports. During the period we reviewed, LA County's counted homeless population decreased by about 4.4%, while planned dollars per counted homeless person increased by about 56%.

To investigate this paradox, we built the Radical Transparency Evidence Tester. We designed it like an electrical outlet tester: plug it into a delivery channel and ask whether the public record connects provider, authorization, funding, payment, output, monitoring, correction, and documented result. None of the eight outlets delivered a fully verifiable result. Each outlet failed differently, with diagnostic details supported by a broad range of audits, documents, and lawsuits.

Our recommended repair strategy is to make full-chain verification a condition of future funding, contracting, monitoring, auditing, and public reporting. Every official who approves the next dollar should know what full-chain verification requires at that point in the process. If required evidence is missing, the public should know who controls it, when it will be available, and whether the next approval will move forward before the missing link is resolved.

Radical transparency is not a campaign slogan. It is the minimum standard California taxpayers should demand before funding more motion without verified progress.
ReferencesExpanded vCollapsed >

This working reference library includes external, public sources used in the current draft. As new containers are added, this section can move and the numbering can be updated without changing the source list.

[1]
Baseline public payment source used to begin the Los Angeles entity-category analysis.
Cited in
[2]
Public spending-plan source for the $908 million FY25-26 homelessness funding package and component categories.
Cited in
[3]
Primary oversight record explaining why the analysis moved from payment tracing to service-delivery verification.
[4]
Public point-in-time count release used for the count trend context.
[5]
Finalized 2025 count source used for denominator and count-adjustment context.
Cited in
[6]
Public political-context source for the claim that reported count reductions are part of the Mayor's current-term argument.
Cited in
[7]
Public invoice exhibit used as the strongest LAHSA / Housing for Health work-order example.
Cited in
[8]
Inside Safe operation-level source used for the Venice/Sunset/ABH St. Joseph Center example.
[9]
Court-ordered assessment documenting invoice-verification and service-tracking weaknesses.
[10]
Statewide HHAP oversight report used for the reported-outcomes-versus-verification distinction.
[11]
Homekey project document used for the strongest Homekey near-miss example.
[12]
Official City Controller audit documenting data quality, monitoring, and outcome-tracking weaknesses in LAHSA-administered homelessness programs.
Cited in
[13]
State ERF source used for the LA County Skid Row ERF-2R example.
[14]
Legislative Analyst's Office source for ERF outcome-verification limitations.
[15]
CalAIM public implementation report used for aggregate Community Supports context.
[16]
LAO source for CalAIM implementation and public-reporting context.
[17]
LAHSA contracts source used for prime-contract and provider-network context.
Cited in
[18]
May 21, 2026 report documenting incomplete and inaccurate records, records-integrity carry-over risk, cash overstatement, overdue accounts payable, and unrecorded grant revenue.
[19]
Official County source for the LAHSA-to-HSH transition context, HSH launch, and movement of homelessness funds into the County department structure.
Cited in
[20]
Official HUD release describing the June 2026 suspension and federal allegations. Used here only as an external concern that public records should be able to confirm, rebut, or contextualize.
[21]
County budget archive used for major homelessness funding plan values in the dollars-per-counted-person comparison.
Cited in
[22]
Countywide point-in-time count source for the FY23-24 counted homeless person denominator.
Cited in
[23]
Countywide point-in-time count source for the FY24-25 counted homeless person denominator.
Cited in
[24]
City funding report used for the Downtown Women's Center Skid Row rapid rehousing HHAP example.
Cited in
[25]
February 28, 2025 CEO report describing the phased schedule for creating the new County department, including January 1, 2026 launch timing and June 30, 2026 target completion for LAHSA-administered County-funded programs and services.
Cited in
[26]
Board motion directing implementation steps for the new County homelessness department, including completion of Phase II by July 1, 2026 with LAHSA funding and associated staffing transitioned by that deadline.
Cited in