Civic & Regulatory Research Ecosystem
Alongside private client implementation work, Meru AI builds and maintains 18 vertical intelligence platforms on *.meruai.co. Each platform reconciles living federal, state, municipal, or official event releases into auditable public reference pages with explicit source provenance.
Shared Engineering Standards
Public agency files carry the same structural friction we solve inside enterprise operations: retroactive revisions, drifting entity identifiers, missing coordinates, and silent denominator drops. Operating live public data products keeps our ingestion, reconciliation, and provenance tooling tested in the open.
Read how we built The Crash Data Project case study or review the three technical architecture briefs across the column.
Checksummed Public Data Reconciliation for Living Releases
How we hash raw agency snapshots, track retroactive record amendments, and publish explicit mapped versus unmapped denominators.
Cross-Agency Entity Resolution Across Federal and State Filings
Deterministic crosswalks, temporal ownership intervals, and review gates when linking CMS federal filings to state disclosures such as California HCAI.
Citation-Grade Public Data Architecture & Provenance
Designing public analytical tables so researchers, engineers, and automated retrieval systems can verify the exact vintage and rule behind every figure.
7 Platforms
Public transportation safety, parcel and land-use records, groundwater basins, interstate freight carriers, regulated chemical facilities, RF spectrum allocations, and civic hazard registries.
Statewide collision profiles, highway corridor briefs, vehicle involvement comparisons, and 3D street and freeway shockwave reconstructions with explicit unmapped-record denominators.
Primary sources: California Highway Patrol CCRS and SWITRS collision filings, Caltrans PeMS loop detector telemetry, and OpenStreetMap road geometry.
Open crashes.meruai.coParcel lineage, zoning boundaries, valuation history, and neighborhood housing supply comparisons organized for repeatable underwriting and civic research.
Primary sources: County assessor rolls, municipal parcel and zoning registries, U.S. Census American Community Survey, HUD housing series, and FHFA price indices.
Open realestate.meruai.coGroundwater basin monitoring, well-depth time series, sustainability agency boundaries, and public drinking-water compliance linkages.
Primary sources: USGS National Water Information System monitoring wells, California Department of Water Resources SGMA basin filings, and EPA SDWIS water system records.
Open aquifer.meruai.coInterstate carrier census records, roadside inspection histories, out-of-service rates, and commercial freight corridor profiles.
Primary sources: USDOT FMCSA Motor Carrier Management Information System census, Safety Measurement System inspection and crash records, and Bureau of Transportation Statistics freight series.
Open freight.meruai.coRegulated chemical facility inventories, toxic release disclosures, enforcement histories, and hazardous transport incident context.
Primary sources: EPA Toxics Release Inventory filings, EPA ECHO compliance and enforcement records, and USDOT PHMSA hazardous materials incident reports.
Open hazmat.meruai.coWireless license holdings, call-sign geography, antenna structure registrations, and broadband service availability filings.
Primary sources: FCC Universal Licensing System records, FCC Antenna Structure Registration database, and FCC Broadband Data Collection releases.
Open spectrum.meruai.coLocal public-safety reporting, natural hazard exposure indices, and neighborhood civic infrastructure context with explicit reporting-agency boundaries.
Primary sources: FBI NIBRS public safety series, municipal open-data registries, FEMA National Risk Index, and U.S. Census TIGER geographic boundaries.
Open saferplaces.meruai.co5 Platforms
Acute-care hospital financials, skilled nursing staffing and inspection filings, prescription drug acquisition benchmarks, postmarket medical device surveillance, and interventional clinical trial registries.
Acute-care hospital cost structures, payer mix, clinical quality indicators, and cross-reconciled federal and state financial disclosures.
Primary sources: CMS Healthcare Cost Report Information System (HCRIS) filings, CMS Care Compare hospital quality datasets, and California HCAI hospital financial disclosures.
Open hospitals.meruai.coLong-term care facility inspection histories, direct-care staffing ratios, ownership chains, and clinical quality comparisons for families and researchers.
Primary sources: CMS Care Compare nursing facility registries, CMS Payroll-Based Journal daily staffing telemetry, and state health department citation filings.
Open helpelders.meruai.coPharmacy acquisition cost benchmarks, Medicaid and Medicare spending trends, and active ingredient to package-code cross-references.
Primary sources: CMS NADAC pharmacy acquisition surveys, Medicaid State Drug Utilization Data, Medicare Part D spending files, and FDA NDC and Orange Book directories.
Open rx.meruai.coPostmarket adverse event reports, premarket clearance lineages, manufacturer recall notices, and Unique Device Identifier cross-walks.
Primary sources: FDA MAUDE adverse event filings, FDA 510(k) and Premarket Approval databases, and openFDA recall and GUDID device registries.
Open devices.meruai.coInterventional clinical study designs, enrollment footprints, primary endpoint definitions, and protocol status histories.
Primary sources: NIH National Library of Medicine ClinicalTrials.gov v2 registry and public FDA regulatory submission cross-references.
Open trials.meruai.co3 Platforms
Depository institution call reports, employer retirement plan Form 5500 disclosures, and federal automotive defect and safety recall filings.
Commercial bank and credit union balance sheets, securities portfolios, branch deposit concentrations, and quarterly regulatory call report ratios.
Primary sources: FFIEC Consolidated Reports of Condition and Income (Call Reports), FDIC Summary of Deposits, and NCUA 5300 Call Report filings.
Open banks.meruai.coEmployer-sponsored retirement plan assets, participant counts, Schedule C service-provider compensation, and fiduciary filing lineages.
Primary sources: U.S. Department of Labor EFAST2 Form 5500 annual return/report filings, Schedule C fee disclosures, and PBGC public plan filings.
Open erisa.meruai.coModel-year defect complaints, manufacturer safety recall campaigns, investigation timelines, and technical service bulletin indexes.
Primary sources: NHTSA Office of Defects Investigation consumer complaints, NHTSA safety recall filings, and manufacturer technical service bulletin registries.
Open lemonlaw.meruai.co3 Platforms
Possession, economy, lineup, and tournament decklist observatories built from official event streams and rules registries.
Five-man lineup efficiency, shot-location profiles, rotation stints, and possession-adjusted performance splits.
Primary sources: Official NBA play-by-play event streams, game rotation logs, and box-score possession telemetry.
Open nba.meruai.coRound-by-round buy economy, agent composition win rates, opening-duel conversion, and map-side tactical splits.
Primary sources: Official VCT international league and global tournament match, round economy, and map event telemetry.
Open vct.meruai.coStructured card text, rune and cost curves, official rulings, and competitive tournament decklist archetypes.
Primary sources: Official Riftbound set registries, rules reference documents, and verified competitive tournament decklist records.
Open riftbound.meruai.coWe apply the same checksummed ingestion, deterministic entity matching, and human-review workflows to CRM, ERP, billing, telecom, and document pipelines for private clients.