{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_spatialedge","slug":"spatialedge","name":"Spatialedge","type":"product","url":"https://spatialedge.ai","page_url":"https://unfragile.ai/spatialedge","categories":["data-analysis"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_spatialedge__cap_0","uri":"capability://analytics.real.time.geospatial.data.ingestion.and.processing","name":"real-time geospatial data ingestion and processing","description":"Ingests location-based data from multiple sources and processes it in real-time to identify spatial patterns and anomalies. Eliminates analytical lag by streaming geospatial information directly into decision-making workflows.","intents":["I need to monitor location-based market movements as they happen","I want to process geographic data without waiting for batch analysis cycles","I need to detect spatial anomalies in real-time for immediate action"],"best_for":["financial institutions with time-sensitive trading decisions","real estate portfolio managers","regional market analysts"],"limitations":["effectiveness depends on data quality and completeness","requires continuous data streams which increase costs","may have latency constraints for ultra-high-frequency use cases"],"requires":["structured geospatial data sources","API connectivity to data providers","sufficient infrastructure for real-time processing"],"input_types":["geospatial coordinates","location-tagged financial data","market data feeds","real estate transaction data"],"output_types":["processed spatial datasets","real-time data streams","enriched market intelligence"],"categories":["analytics","finance","geospatial"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spatialedge__cap_1","uri":"capability://analytics.spatial.financial.data.correlation","name":"spatial-financial data correlation","description":"Correlates geospatial patterns with financial market movements to uncover location-dependent investment opportunities and regional exposure risks. Identifies relationships between geographic factors and asset performance.","intents":["I want to understand how location affects investment returns","I need to identify regional market trends correlated with geographic data","I want to assess location-based risk exposure in my portfolio"],"best_for":["investment managers analyzing location-dependent assets","real estate portfolio managers","regional market strategists"],"limitations":["correlation analysis requires sufficient historical data","results depend on data quality and relevance","may not capture all non-spatial factors affecting markets"],"requires":["geospatial datasets","financial market data","historical pricing information","domain expertise in interpreting correlations"],"input_types":["geographic coordinates","market prices","financial indicators","location-based metrics"],"output_types":["correlation matrices","statistical insights","risk assessments","opportunity rankings"],"categories":["analytics","finance","geospatial"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spatialedge__cap_2","uri":"capability://integration.native.financial.data.provider.integration","name":"native financial data provider integration","description":"Provides pre-built connectors to major financial data providers, eliminating the need for custom API development. Enables seamless data flow from market data sources, pricing feeds, and financial platforms.","intents":["I want to connect to my financial data sources without building custom integrations","I need to reduce time-to-value by using pre-configured data connections","I want to avoid maintaining custom API code for data ingestion"],"best_for":["financial institutions with multiple data sources","teams lacking API development resources","organizations seeking faster deployment"],"limitations":["limited to supported financial data providers","may not cover niche or proprietary data sources","integration complexity depends on provider API stability"],"requires":["credentials for supported financial data providers","API access permissions","compatible data formats"],"input_types":["API credentials","data provider configurations","authentication tokens"],"output_types":["normalized financial data streams","integrated datasets","unified data models"],"categories":["integration","finance","data-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spatialedge__cap_3","uri":"capability://visualization.advanced.geospatial.visualization","name":"advanced geospatial visualization","description":"Translates complex spatial patterns and multi-dimensional geospatial data into interactive visual representations. Enables users to explore geographic relationships, identify clusters, and communicate spatial insights through maps and dashboards.","intents":["I want to visualize location-based market patterns on a map","I need to identify geographic clusters and hotspots in my data","I want to communicate spatial insights to stakeholders through interactive visualizations"],"best_for":["analysts and portfolio managers","executives reviewing geographic exposure","teams presenting location-based insights"],"limitations":["visualization effectiveness depends on data complexity and volume","requires understanding of geospatial visualization best practices","performance may degrade with very large datasets"],"requires":["geospatial data with coordinates","financial or market metrics to overlay","sufficient computational resources for rendering"],"input_types":["geographic coordinates","market data","financial metrics","spatial datasets"],"output_types":["interactive maps","heat maps","geographic dashboards","visual reports"],"categories":["visualization","analytics","geospatial"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spatialedge__cap_4","uri":"capability://analytics.location.dependent.investment.opportunity.identification","name":"location-dependent investment opportunity identification","description":"Analyzes geospatial data combined with financial metrics to identify and rank investment opportunities based on geographic factors. Surfaces location-specific opportunities that might be missed by traditional analysis.","intents":["I want to find investment opportunities in specific geographic regions","I need to identify undervalued assets based on location factors","I want to discover emerging markets or regions with growth potential"],"best_for":["investment managers and analysts","real estate investors","portfolio strategists"],"limitations":["opportunity identification depends on data quality and completeness","may require domain expertise to validate findings","past geographic patterns may not predict future performance"],"requires":["comprehensive geospatial datasets","financial and valuation data","market indicators","historical performance data"],"input_types":["geographic regions","asset data","market metrics","financial indicators"],"output_types":["opportunity rankings","geographic opportunity maps","investment recommendations","risk-adjusted scores"],"categories":["analytics","finance","geospatial"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spatialedge__cap_5","uri":"capability://analytics.regional.market.exposure.assessment","name":"regional market exposure assessment","description":"Quantifies and visualizes geographic exposure across investment portfolios, identifying concentration risks and regional vulnerabilities. Provides clarity on how portfolio performance depends on specific geographic markets.","intents":["I want to understand my portfolio's exposure to specific regions","I need to identify geographic concentration risks","I want to assess how regional market downturns would impact my portfolio"],"best_for":["portfolio managers","risk management teams","institutional investors"],"limitations":["assessment accuracy depends on data completeness","may not capture indirect geographic exposures","requires regular updates to reflect portfolio changes"],"requires":["complete portfolio holdings data","geographic location data for assets","market correlation data","historical performance data"],"input_types":["portfolio holdings","asset locations","market data","correlation matrices"],"output_types":["exposure reports","geographic risk dashboards","concentration metrics","scenario analysis results"],"categories":["analytics","finance","risk-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spatialedge__cap_6","uri":"capability://analytics.real.estate.portfolio.geographic.analysis","name":"real estate portfolio geographic analysis","description":"Analyzes real estate holdings across geographic regions to assess property performance, identify market trends, and optimize portfolio allocation. Correlates location factors with property valuations and returns.","intents":["I want to analyze my real estate portfolio's geographic distribution","I need to identify underperforming properties based on regional trends","I want to optimize real estate allocation across regions"],"best_for":["real estate portfolio managers","property investment firms","institutional real estate investors"],"limitations":["analysis depends on property-level data availability","real estate markets are local and may not follow broader patterns","requires understanding of real estate-specific metrics"],"requires":["property location data","property valuation data","rental or performance metrics","regional market data"],"input_types":["property locations","property valuations","rental income data","market indicators"],"output_types":["portfolio performance reports","geographic heat maps","allocation recommendations","market trend analysis"],"categories":["analytics","finance","real-estate"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spatialedge__cap_7","uri":"capability://analytics.spatial.pattern.anomaly.detection","name":"spatial pattern anomaly detection","description":"Identifies unusual geographic patterns, outliers, and anomalies in spatial data that may indicate market inefficiencies, risks, or opportunities. Flags deviations from expected geographic distributions.","intents":["I want to detect unusual geographic patterns in market data","I need to identify potential risks or opportunities hidden in spatial data","I want to be alerted to anomalies in regional market behavior"],"best_for":["risk management teams","quantitative analysts","market surveillance teams"],"limitations":["anomaly detection requires baseline patterns to compare against","may generate false positives if thresholds are not properly calibrated","effectiveness depends on data quality and completeness"],"requires":["historical geospatial data","baseline patterns or benchmarks","real-time data streams","anomaly detection algorithms"],"input_types":["geospatial datasets","market data","time-series data","baseline patterns"],"output_types":["anomaly alerts","deviation reports","risk flags","pattern analysis"],"categories":["analytics","finance","risk-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spatialedge__cap_8","uri":"capability://visualization.decision.support.dashboard.creation","name":"decision-support dashboard creation","description":"Builds customizable dashboards that combine geospatial visualizations with financial metrics to support real-time decision-making. Consolidates location-based insights into actionable intelligence for stakeholders.","intents":["I want a dashboard showing my geographic exposure and market performance","I need real-time visibility into location-based investment metrics","I want to share spatial insights with decision-makers in an accessible format"],"best_for":["executives and portfolio managers","decision-making teams","organizations with distributed stakeholders"],"limitations":["dashboard effectiveness depends on metric selection and design","requires ongoing maintenance and updates","may require technical expertise to customize"],"requires":["real-time data sources","dashboard design tools","user access management","performance monitoring infrastructure"],"input_types":["geospatial data","financial metrics","market data","custom KPIs"],"output_types":["interactive dashboards","real-time visualizations","drill-down reports","alert notifications"],"categories":["visualization","analytics","decision-support"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":43,"verified":false,"data_access_risk":"low","permissions":["structured geospatial data sources","API connectivity to data providers","sufficient infrastructure for real-time processing","geospatial datasets","financial market data","historical pricing information","domain expertise in interpreting correlations","credentials for supported financial data providers","API access permissions","compatible data formats"],"failure_modes":["effectiveness depends on data quality and completeness","requires continuous data streams which increase costs","may have latency constraints for ultra-high-frequency use cases","correlation analysis requires sufficient historical data","results depend on data quality and relevance","may not capture all non-spatial factors affecting markets","limited to supported financial data providers","may not cover niche or proprietary data sources","integration complexity depends on provider API stability","visualization effectiveness depends on data complexity and volume","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39999999999999997,"quality":0.77,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:33.096Z","last_scraped_at":"2026-04-05T13:23:42.542Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=spatialedge","compare_url":"https://unfragile.ai/compare?artifact=spatialedge"}},"signature":"ajteTZXE/Gin31CfJVZa7nJzPXEnzBcFnSTnHFguBM+zA6XJGUziemZrDYdAFJrH77sAbOAGTmy5rAR3RFxXBw==","signedAt":"2026-06-23T04:06:22.195Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/spatialedge","artifact":"https://unfragile.ai/spatialedge","verify":"https://unfragile.ai/api/v1/verify?slug=spatialedge","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}