What works in Los Angeles
All catalogues · United States of America profile
Quality scores are 0–100 rubric scores; “strong evidence” reflects study design; adoptions count documented replications elsewhere. Know more
Evidence snapshot for Los Angeles
Los Angeles has piloted multiple AI-driven tools to improve public services with mixed results. The Benefit Navigator chatbot improved caseworker accuracy by 40% and helped secure an average of $10,869 in additional benefits per household, though only 65% of caseworkers with access used it and adoption declined over time. LA County's Homelessness Prevention Unit used a predictive model to rank 90,000 people by risk and served over 700 people with 86% remaining stably housed, with participants 71% less likely to need street outreach or shelter within 18 months than similar non-enrolled high-risk people. Conversely, LA Unified's flagship 'Ed' student-support chatbot collapsed within months when its vendor AllHere furloughed staff and filed for bankruptcy, raising serious questions about student data and resulting in fraud charges against the founder.
Drawn from: Benefit Navigator — Imagine LA and Nava's AI Chatbot Improves Caseworker Accuracy by 40% in a Los Angeles County Pilot · LA County's Homelessness Prevention Unit — A UCLA California Policy Lab Model Ranks 90,000 People to Target $26 Million in Aid · Los Angeles Unified's 'Ed' chatbot (AllHere collapse)
Generated from this place's cited practices only. Always check the linked sources.
Strengths & weaknesses vs peers
Strengths
Transparency, fairness & accountability +46 pts 100 here · 54 average
Evidence of impact / measured public value +41 pts 100 here · 59 average
Governance, capability & sustainability +19 pts 83 here · 64 average
Weaknesses
Transferability / demonstrated replication -10 pts 50 here · 60 average
Scalability & sustainability -19 pts 44 here · 64 average
Evidence of learning impact -28 pts 0 here · 28 average
Teacher capability & pedagogy -37 pts 0 here · 37 average
Transparency, ethics & data protection -48 pts 0 here · 48 average
Equity & inclusion -52 pts 0 here · 52 average
Score profile vs peers
Coloured bar: Los Angeles. Grey bar: peer average across the corpus. Both on a common 0–100 scale.
Points compare this place's average on each dimension with the average across all evaluated places, on a common 0–100 scale. Know more
Top good practices here
Los Angeles Unified's 'Ed' chatbot (AllHere collapse) · 7
Each number is the practice's overall 0–100 quality score against its catalogue's rubric. Know more
Recommended to adopt or replicate
Transferable practices from elsewhere that address this place's gaps.
Ciudad Mujer — El Salvador's Integrated Women's Services Programme · fit 100/100
- Rated highly transferable
- Backed by strong evidence
- Addresses this place's weak dimensions
Already adopted in 3 other places
SASA! Community Mobilisation Programme against Intimate Partner Violence — Uganda · fit 100/100
- Rated highly transferable
- Backed by strong evidence
- Addresses this place's weak dimensions
Already adopted in 4 other places
Rwanda's Land Tenure Regularization Programme — Titling Land in Women's Names · fit 90/100
- Rated highly transferable
- Backed by strong evidence
- Addresses this place's weak dimensions
- Rated highly transferable
- Backed by strong evidence
- Addresses this place's weak dimensions
Already adopted in 6 other places
Copenhagen Business Hub (Erhvervshus Hovedstaden) · fit 90/100
- Rated highly transferable
- Backed by strong evidence
- Addresses this place's weak dimensions
Stadtidee Aarau — Switzerland's First City-Wide Participatory Budget Using the Method of Equal Shares · fit 90/100
- Rated highly transferable
- Backed by strong evidence
- Addresses this place's weak dimensions
Abolition of Chhaupadi — Ending Menstrual Exile Huts in Nepal's Far- and Mid-Western Districts · fit 82/100
- Rated highly transferable
- Addresses this place's weak dimensions
Guyana's One-Third Gender Candidate Quota — Two Decades of Sustained Representation · fit 82/100
- Rated highly transferable
- Addresses this place's weak dimensions
Fit estimates how well a practice matches this place, 0 (poor) to 100 (excellent); the list is ordered to favour practices that address this place's gaps. Know more