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AI Tools for Crime Analysts
AI tools that help crime analysts map crime patterns, research criminal networks, analyze demographic and socioeconomic data, support investigations, and produce intelligence reports for law enforcement agencies.
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Works in Chat, Cowork and Code
NeighborhoodViolent crimeProperty crime
Englewood412781
Roseland287634
Auburn Gresham241512
Chatham198467
Englewood highest across all 3 categories · citywide auto theft +28% YoY
Crime data retrieval and hotspot mapping
Pull current and historical crime statistics for specific jurisdictions, neighborhoods, and street-level areas. Identify hotspots, emerging patterns, and temporal trends to support patrol deployment decisions and community briefings.
Give me violent crime data for the 3rd and 7th police districts in Philadelphia for the past 6 months. Break down by type (assault, robbery, shooting) and compare to the same period last year.
3rd District: violent crime up 12% YoY. Robbery +18%, aggravated assault +8%, shooting incidents -3%. Peak time: Friday-Saturday 10pm-2am. 7th District: violent crime down 4% YoY. Robbery -11%, assault +2%. Hotspot cluster on Grays Ferry Ave (12 incidents in 0.3-mile stretch in 6 months).
ToolRouter search_crimes
DistrictCrime typeCurrent
3rdRobbery142
3rdAggravated Assault218
3rdShootings29
7thRobbery89
Grays Ferry Ave hotspot — 12 incidents in 0.3-mile stretch · Fri-Sat 10pm-2am peak
Criminal network and organized crime research
Research the structure, activities, and geographic presence of criminal organizations, gangs, and trafficking networks. Compile intelligence on known hierarchy, territories, criminal specializations, and law enforcement actions.
Research the current structure and criminal activities of MS-13 in the Northern Virginia/DC metro area. I need known territory, primary criminal activities, recent law enforcement actions, and known leadership.
MS-13 Northern Virginia/DC: Primary cliques active in Langley Park (MD), Centreville (VA), and Northeast DC. Criminal focus: drug distribution, human trafficking, extortion targeting immigrant communities. Recent LE actions: 2023 RICO indictment, 34 members charged in Eastern District VA. DOJ reports leadership vacuum since 2023 arrests — potential reorganization period.
ToolRouter research
Active Cliques
Langley Park MD, Centreville VA, Northeast DC — 3 primary cliques
Criminal Activities
Drug distribution, human trafficking, extortion of immigrant businesses
2023 RICO Indictment
34 members charged — Eastern District VA · leadership disrupted
Current Status
Leadership vacuum post-2023 arrests — potential reorganization period
Intelligence Gap
New clique leadership not confirmed — elevated uncertainty
ToolRouter search_cases
YearCaseCourt
2023US v. Portillo-Amaya et al.E.D. Va.
2021US v. Cruz-FloresE.D. Va.
2020US v. Lopez-OrellanaD. Md.
6 MS-13 cases filed in EDVA / DMD 2020–2025
Subject background and court record research
Research criminal court records, prior convictions, associates, and civil litigation for investigation subjects. Build a documented legal history from publicly available court records across jurisdictions.
Search court records for subject Devon Alexander Harris, DOB 1990, last known address Baltimore, MD. I need prior arrests, convictions across MD, PA, and DC courts, and any federal charges.
Devon A. Harris: MD state records: 2 prior convictions (2013 CDS possession, 2017 armed robbery — 4 years served). DC Superior Court: 2019 assault case, nolle prosequi. Federal: no charges found in District of MD. Current warrant status: active NCIC entry confirmed. Associates named in 2017 charging document: 3 co-defendants identified.
ToolRouter search_cases
2013
MD — CDS possession with intent — probation
2017
MD — Armed robbery — 4 years served, released 2021
2019
DC Superior Court — Assault — nolle prosequi
2021–present
Released from MD DOC — NCIC warrant active (check jurisdiction)
Socioeconomic context analysis
Correlate crime patterns with underlying socioeconomic indicators. Pull poverty, unemployment, housing instability, and demographic data for high-crime areas to provide context for briefings, grant applications, and prevention program design.
Analyze the relationship between socioeconomic conditions and violent crime in the five highest-crime zip codes in Memphis, TN. Include poverty rate, unemployment, housing vacancy, and youth population.
Analysis of top 5 crime zip codes in Memphis: Average poverty rate 38% (vs. city average 22%). Youth unemployment (16-24): 31%. Housing vacancy: 18%. Strong correlation with violent crime rate (r=0.82). Zip code 38126 (highest crime) also has highest poverty (44%) and lowest median household income ($18,200). Data supports targeted economic intervention alongside enforcement strategy.
ToolRouter get_indicators
Poverty Rate (%)
Youth Unemployment (%)
Housing Vacancy (%)
ToolRouter search_crimes
ZipViolent crime rate (per 1k)Vs. city avg
3812648.2+116%
3810841.6+87%
3811438.9+75%
3810434.1+53%
Correlation r=0.82 between poverty rate and violent crime rate
Geopolitical and regional threat monitoring
Track global criminal trends, trafficking routes, and geopolitical events affecting local crime patterns. Monitor international developments relevant to organized crime, drug trafficking, and human trafficking networks active in your jurisdiction.
Research current cartel activity and drug trafficking routes from Mexico into the Southwest US. What's the current DEA intelligence picture on fentanyl trafficking organizations and their distribution networks?
Current intelligence picture: Sinaloa and CJNG cartels dominate fentanyl production and US distribution. Primary entry points: San Diego, Nogales, El Paso POEs. Distribution hubs: Phoenix, Denver, Chicago for national redistribution. DEA 2024 National Drug Threat Assessment: fentanyl seizures up 28% YoY. Emerging trend: xylazine adulterant now in 93% of East Coast fentanyl supply.
ToolRouter research
1
San Diego POE
Primary entry · Sinaloa-linked · highest seizure volume
2
Nogales POE
Secondary entry · CJNG-linked · pill press seizures
3
El Paso POE
Secondary entry · mixed cartel activity
4
Phoenix Hub
National redistribution center · major seizures 2025
5
Chicago Hub
Midwest distribution · xylazine adulterant confirmed
ToolRouter search_news
SourceDateKey finding
DEA National Drug Threat Assessment2025Fentanyl seizures up 28% YoY — pill form dominant
CDC / DEA Joint ReportMar 2026Xylazine in 93% of East Coast fentanyl supply
CBP Seizure DataQ1 2026Nogales seizures up 34% — CJNG pill press activity
Sinaloa + CJNG dominate production and US distribution
Intelligence bulletins and crime reports
Produce professional intelligence bulletins, crime trend briefings, and analytical reports for patrol commanders, detectives, and public safety leadership. Turn raw data and research into actionable, clearly written intelligence products.
Write a crime analysis bulletin on the recent surge in catalytic converter thefts in our jurisdiction. Include the data trend, hotspot locations, suspect MO, and prevention recommendations for the public. Audience: patrol officers and community groups.
Bulletin drafted: "Catalytic Converter Theft Alert — [Jurisdiction] 2024." Opens with data: 47 incidents in 90 days (up 340% from prior year). Maps 3 hotspot areas. Documents MO: 2-3 person teams, battery-powered tools, under 90 seconds, target Tacomas/Priuses/Ford F-250s. Prevention section: parking in lit areas, aftermarket shields ($150-$300), VIN etching program. Formatted for department letterhead.
ToolRouter repurpose_content
Incident Count (90 days)
47 incidents — up 340% vs. prior year same period
Hotspot Areas
3 clusters: shopping center lots, apartment complexes, park-and-ride lots
Suspect MO
2–3 person teams · battery-powered tools · <90 seconds per vehicle
Target Vehicles
Toyota Tacoma, Toyota Prius, Ford F-250 (highest precious metal content)
Prevention Recommendations
Well-lit parking, aftermarket shields ($150–$300), VIN etching program
ToolRouter create_chart
Incidents
Ready-to-use prompts
Crime data by area
Retrieve [crime type] incident data for [neighborhood/district/zip code] over the past [time period]. Break down by sub-area, compare to prior year, and identify any emerging hotspot patterns.
Criminal organization research
Research [criminal organization/gang name] in [jurisdiction]. I need: organizational structure, territory, primary criminal activities, known leadership, and recent law enforcement actions.
Subject court record search
Search for court records, prior convictions, and charges for [subject name, DOB, last known location] in [states/jurisdictions]. Include federal records if available.
Socioeconomic correlation analysis
Pull socioeconomic data for the [X] highest-crime zip codes in [city]. Include poverty rate, unemployment, housing vacancy, and youth population data. I need this to correlate with crime patterns.
Crime trend bulletin
Write a [X]-word crime trend bulletin on [crime type] in [jurisdiction]. Include: data trend, hotspot locations, suspect MO, and prevention recommendations. Audience: [patrol officers/public/leadership].
Crime trend chart
Create a chart showing [crime type] incidents by [month/quarter] in [jurisdiction] for [time period] vs. the prior year comparison period. Flag significant changes.
Drug trafficking research
Research current [drug type] trafficking routes, distribution networks, and organizations operating in [region]. Include law enforcement intelligence from public sources.
Regulatory and sanctions screening
Screen [individual/organization name] against OFAC, Interpol notices, and known criminal organization watchlists. I need this for an organized crime investigation.
Tools to power your best work
Generate ChartTurn data into chart images fast
Deep ResearchAI research reports with citations
Crime StatsCrime data for 35+ countries
Compliance ScreeningAML, sanctions, PEP & due diligence investigations
Legal ResearchCase law, statutes, regulations & legislation worldwide
NewsSearch and track news worldwide
Economic DataCensus, FRED, and labor stats
GeopoliticsGlobal conflict, defense news & sentiment analysis
165+ tools.
One conversation.
Everything crime analysts need from AI, connected to the assistant you already use. No extra apps, no switching tabs.
Monthly crime briefing preparation
Produce the monthly crime statistics briefing for command staff and city leadership.
Major case intelligence development
Build a comprehensive intelligence package to support a major investigation.
Crime prevention program support
Develop the data and research foundation for a targeted crime prevention program proposal.
Frequently Asked Questions
What jurisdictions does the Crime Stats tool cover?
Crime Stats covers street-level crime data in the UK (via Police API), US cities that publish open crime data, and 35+ European countries with national statistics data. Coverage varies by jurisdiction — major US cities with open data portals have the most granular street-level data. Rural and small jurisdictions may have limited or no data.
What court records can Legal Research access for criminal cases?
Legal Research covers US federal district and appellate court published opinions, and many state court databases. For detailed criminal records (arrest records, disposition data), coverage varies by state. Federal criminal cases are more comprehensive. Always verify critical records through official court systems — PACER for federal, state court portals for state cases.
Can AI tools be used for real-time crime monitoring?
Crime Stats provides near-real-time data for jurisdictions with live open data feeds. News and Geopolitics tools can surface breaking crime events. For real-time operational monitoring (active 911 calls, officer-in-field tracking), purpose-built dispatch and CAD systems are necessary — AI research tools supplement, not replace, operational systems.
How should crime analysts use AI responsibly for investigations?
AI research tools provide publicly available information synthesis. All findings should be verified through authoritative primary sources before being used in criminal proceedings or formal intelligence products. Information from AI tools should be documented, attributed to public sources, and reviewed for accuracy. Never use AI tools as the sole basis for investigative action.
Can crime pattern data from these tools be used in court?
AI-synthesized research is a starting point, not primary evidence. For court use, data must be attributed to authoritative primary sources (FBI UCR, local PD crime reports, court records). The analytical products you create based on this research can support testimony, but the underlying data must come from documented primary sources with proper chain of custody for evidentiary purposes.
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Works in Chat, Cowork and Code