{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_adaptive-insights","slug":"adaptive-insights","name":"Adaptive Insights","type":"product","url":"https://www.adaptiveinsights.com","page_url":"https://unfragile.ai/adaptive-insights","categories":["data-analysis"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_adaptive-insights__cap_0","uri":"capability://finance.ai.powered.rolling.forecast.generation","name":"ai-powered rolling forecast generation","description":"Automatically generates updated financial forecasts by analyzing historical data patterns and current actuals, reducing manual forecast cycle time from weeks to days. Uses machine learning to identify trends and seasonality across financial dimensions.","intents":["I need to update our quarterly forecast without spending weeks on spreadsheets","I want forecasts that automatically adjust as new actuals come in","I need to reduce the time our finance team spends on forecast consolidation"],"best_for":["Finance teams at mid-market and enterprise companies","Organizations with complex multi-period forecasting needs"],"limitations":["Requires historical data to train AI models","Forecast accuracy depends on data quality and consistency","May not capture unprecedented market disruptions"],"requires":["Connected ERP system with historical financial data","Defined forecast dimensions and hierarchies","Regular data refresh cadence"],"input_types":["financial data from ERP","historical actuals","forecast parameters"],"output_types":["forecast spreadsheets","forecast reports","variance analysis"],"categories":["finance","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_adaptive-insights__cap_1","uri":"capability://finance.multi.dimensional.scenario.modeling","name":"multi-dimensional scenario modeling","description":"Enables creation and comparison of multiple what-if scenarios across financial, HR, and supply chain dimensions simultaneously. Allows users to model different business strategies and see cascading impacts across the organization.","intents":["I want to model how a 10% revenue decline impacts headcount and cash flow","I need to compare three different pricing strategies and their profit implications","I want to understand how supply chain disruptions affect our financial plan"],"best_for":["Strategic planners","CFOs and finance leaders","Cross-functional planning teams"],"limitations":["Requires understanding of business model relationships","Complex scenarios may take time to set up initially","Output quality depends on assumption accuracy"],"requires":["Multi-dimensional data model","Defined business logic and relationships","Access to planning data across functions"],"input_types":["assumption changes","parameter adjustments","business logic rules"],"output_types":["scenario comparison reports","impact dashboards","sensitivity analyses"],"categories":["finance","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_adaptive-insights__cap_10","uri":"capability://finance.collaborative.planning.and.commenting","name":"collaborative planning and commenting","description":"Enables multiple users to work on plans simultaneously with commenting, approval workflows, and change tracking. Facilitates collaboration between planning teams without requiring email or external tools.","intents":["I want our team to collaborate on the plan without using email and spreadsheets","I need to route plans through an approval workflow","I want to leave comments on specific plan assumptions for discussion"],"best_for":["Planning teams","Cross-functional planning groups","Organizations with formal approval processes"],"limitations":["Requires user adoption and training","Approval workflows can slow down planning cycles","Concurrent editing may create conflicts"],"requires":["User accounts and permissions","Defined approval workflows","Collaboration infrastructure"],"input_types":["plan data","user comments","approval decisions"],"output_types":["collaborative plans","approval records","comment threads"],"categories":["finance","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_adaptive-insights__cap_11","uri":"capability://finance.sensitivity.and.driver.based.analysis","name":"sensitivity and driver-based analysis","description":"Identifies key financial drivers and shows how changes to those drivers impact overall plan outcomes. Enables users to understand which assumptions have the greatest influence on results.","intents":["I want to know which assumptions have the biggest impact on our profit","I need to understand how sensitive our plan is to price changes","I want to identify which variables we should focus on for accuracy"],"best_for":["Financial analysts","Strategic planners","Risk management teams"],"limitations":["Requires well-defined financial model","Assumes linear relationships may not hold","Computational complexity increases with variables"],"requires":["Detailed financial model","Defined drivers and relationships","Historical data for calibration"],"input_types":["financial model","driver definitions","sensitivity parameters"],"output_types":["sensitivity reports","driver analysis","impact rankings"],"categories":["finance","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_adaptive-insights__cap_12","uri":"capability://finance.budget.vs.actual.reporting.and.analytics","name":"budget vs. actual reporting and analytics","description":"Generates comprehensive reports comparing budgeted amounts against actual spending and performance. Provides analytics on budget utilization, spending patterns, and performance against targets.","intents":["I need to report on how we spent against budget this quarter","I want to analyze which departments are over or under budget","I need to understand spending trends and patterns"],"best_for":["Finance teams","Budget owners","Executive leadership"],"limitations":["Requires timely actual data","Budget definitions may change during year","Allocation of shared costs can be complex"],"requires":["Budget data","Actual spending data from ERP","Reporting parameters"],"input_types":["budgets","actual transactions","report filters"],"output_types":["budget vs. actual reports","spending analytics","performance summaries"],"categories":["finance","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_adaptive-insights__cap_13","uri":"capability://finance.plan.export.and.distribution","name":"plan export and distribution","description":"Exports plans and reports in multiple formats (Excel, PDF, etc.) for sharing with stakeholders who don't have system access. Enables distribution of planning information across the organization.","intents":["I need to send our plan to the board in a PDF report","I want to export plan data to Excel for additional analysis","I need to share forecasts with external stakeholders"],"best_for":["Finance teams","Executive communicators","External reporting teams"],"limitations":["Exported data loses interactivity","Large exports may be slow","Requires manual updates if source data changes"],"requires":["Plan data in system","Export format specifications","Distribution permissions"],"input_types":["plan data","export parameters","format selections"],"output_types":["Excel files","PDF reports","CSV exports"],"categories":["finance","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_adaptive-insights__cap_2","uri":"capability://finance.erp.system.data.integration.and.consolidation","name":"erp system data integration and consolidation","description":"Automatically pulls financial, HR, and supply chain data from Oracle, NetSuite, and other major ERP systems, eliminating manual data extraction and consolidation. Keeps planning data synchronized with operational actuals in real-time.","intents":["I want to stop manually copying data from our ERP into spreadsheets","I need our plan to always reflect the latest actuals from our ERP system","I want to eliminate data inconsistencies between our ERP and planning systems"],"best_for":["Organizations with existing ERP infrastructure","Companies with multiple data sources","Enterprises needing real-time data synchronization"],"limitations":["Requires ERP system compatibility","Integration setup requires IT involvement","Data quality issues in source systems will propagate"],"requires":["Supported ERP system (Oracle, NetSuite, etc.)","API access and credentials","Data mapping configuration"],"input_types":["ERP system connections","data mapping rules","sync schedules"],"output_types":["consolidated financial data","HR metrics","supply chain data"],"categories":["finance","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_adaptive-insights__cap_3","uri":"capability://finance.cross.functional.unified.planning","name":"cross-functional unified planning","description":"Provides a single platform for finance, HR, and supply chain planning, enabling teams to see how decisions in one function impact others. Breaks down data silos and enables truly integrated strategic planning.","intents":["I want our HR team to see how headcount plans affect our financial forecast","I need supply chain and finance to align on inventory investment impacts","I want one source of truth for our company plan instead of separate spreadsheets"],"best_for":["Large organizations with multiple planning functions","Companies seeking cross-functional alignment","Enterprises with complex interdependencies"],"limitations":["Requires buy-in from multiple departments","Setup complexity increases with organizational size","Change management challenges across functions"],"requires":["Data from finance, HR, and supply chain systems","Defined business process workflows","Cross-functional governance structure"],"input_types":["financial plans","headcount plans","supply chain forecasts"],"output_types":["integrated business plans","cross-functional dashboards","alignment reports"],"categories":["finance","hr-recruiting","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_adaptive-insights__cap_4","uri":"capability://finance.variance.analysis.and.plan.to.actual.reconciliation","name":"variance analysis and plan-to-actual reconciliation","description":"Automatically compares planned figures against actual results and identifies variances across dimensions. Highlights discrepancies and trends to help teams understand forecast accuracy and adjust future plans.","intents":["I need to understand why our revenue came in 8% below forecast","I want to track which departments consistently miss their targets","I need to identify which forecast assumptions were most inaccurate"],"best_for":["Finance analysts","Budget owners","Performance management teams"],"limitations":["Requires timely actual data","Variance explanations still require human judgment","Complex variances may need manual investigation"],"requires":["Actual results data from ERP","Corresponding plan data","Defined variance thresholds"],"input_types":["actual financial results","plan data","variance parameters"],"output_types":["variance reports","exception alerts","trend analysis"],"categories":["finance","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_adaptive-insights__cap_5","uri":"capability://finance.hierarchical.budget.and.plan.rollup","name":"hierarchical budget and plan rollup","description":"Automatically aggregates detailed plans from departments and cost centers up through organizational hierarchies. Ensures consistency across levels and enables drill-down analysis from executive summaries to operational details.","intents":["I need to roll up departmental budgets into a company-wide plan","I want to see our plan at multiple levels of detail without manual consolidation","I need to ensure our bottom-up plans reconcile with top-down targets"],"best_for":["Large organizations with multiple hierarchical levels","Matrix organizations","Companies with decentralized planning"],"limitations":["Requires well-defined organizational structure","Circular dependencies can complicate rollups","Manual adjustments may be needed for reconciliation"],"requires":["Organizational hierarchy definition","Planning data at multiple levels","Rollup rules and logic"],"input_types":["departmental plans","organizational structure","consolidation rules"],"output_types":["consolidated plans","hierarchy reports","reconciliation statements"],"categories":["finance","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_adaptive-insights__cap_6","uri":"capability://hr.recruiting.headcount.and.workforce.planning","name":"headcount and workforce planning","description":"Enables detailed planning of headcount, compensation, and workforce costs across the organization. Integrates with financial planning to show labor cost impacts on profitability and cash flow.","intents":["I need to plan our headcount growth and associated salary costs for next year","I want to model the impact of hiring freezes on our financial plan","I need to understand our total compensation costs by department and role"],"best_for":["HR business partners","Finance teams","Organizational leaders"],"limitations":["Requires detailed HR data","Compensation complexity varies by organization","May not capture all benefits and indirect costs"],"requires":["HR system data or manual headcount inputs","Compensation rate information","Organizational structure"],"input_types":["headcount plans","salary and compensation data","organizational structure"],"output_types":["workforce plans","labor cost forecasts","headcount reports"],"categories":["hr-recruiting","finance"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_adaptive-insights__cap_7","uri":"capability://finance.supply.chain.cost.and.inventory.planning","name":"supply chain cost and inventory planning","description":"Supports planning of supply chain costs, inventory levels, and procurement needs. Integrates with financial planning to model inventory investment impacts on cash flow and working capital.","intents":["I need to forecast our inventory investment and its impact on cash","I want to model how supply chain disruptions affect our costs","I need to plan procurement spending aligned with production forecasts"],"best_for":["Supply chain planners","Operations teams","Finance teams managing working capital"],"limitations":["Requires supply chain data integration","Complexity increases with product variety","External market factors may not be captured"],"requires":["Supply chain system data","Cost and inventory parameters","Production or sales forecasts"],"input_types":["inventory levels","procurement costs","supply chain assumptions"],"output_types":["supply chain plans","inventory forecasts","cash impact analysis"],"categories":["finance","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_adaptive-insights__cap_8","uri":"capability://finance.interactive.planning.dashboards.and.visualizations","name":"interactive planning dashboards and visualizations","description":"Provides visual dashboards and interactive reports for exploring plans, actuals, and variances. Enables drill-down analysis and what-if exploration without requiring spreadsheet manipulation.","intents":["I want to quickly see our plan performance across all dimensions","I need to drill down from summary metrics to underlying details","I want to explore what-if scenarios visually without building new spreadsheets"],"best_for":["Executives and business leaders","Finance analysts","Planning stakeholders"],"limitations":["Dashboard customization may require IT support","Complex visualizations can be overwhelming","Performance may degrade with very large datasets"],"requires":["Planning data loaded in system","Dashboard configuration","User access permissions"],"input_types":["planning data","dashboard parameters","filter selections"],"output_types":["interactive dashboards","visual reports","drill-down analyses"],"categories":["finance","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_adaptive-insights__cap_9","uri":"capability://finance.plan.versioning.and.audit.trail","name":"plan versioning and audit trail","description":"Maintains version history of plans and tracks all changes with user attribution and timestamps. Enables comparison between plan versions and provides complete audit trail for compliance and governance.","intents":["I need to see what changed between our August and September forecasts","I want to know who made changes to the plan and when","I need to revert to a previous plan version if needed"],"best_for":["Finance teams","Compliance and audit functions","Planning governance teams"],"limitations":["Storage requirements increase with version history","Comparison of complex plans can be time-consuming","Requires discipline in version management"],"requires":["Version control system","User authentication","Change tracking infrastructure"],"input_types":["plan changes","user actions","timestamps"],"output_types":["version history","change logs","audit reports"],"categories":["finance","productivity"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":47,"verified":false,"data_access_risk":"high","permissions":["Connected ERP system with historical financial data","Defined forecast dimensions and hierarchies","Regular data refresh cadence","Multi-dimensional data model","Defined business logic and relationships","Access to planning data across functions","User accounts and permissions","Defined approval workflows","Collaboration infrastructure","Detailed financial model"],"failure_modes":["Requires historical data to train AI models","Forecast accuracy depends on data quality and consistency","May not capture unprecedented market disruptions","Requires understanding of business model relationships","Complex scenarios may take time to set up initially","Output quality depends on assumption accuracy","Requires user adoption and training","Approval workflows can slow down planning cycles","Concurrent editing may create conflicts","Requires well-defined financial model","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.43333333333333335,"quality":0.86,"ecosystem":0.25,"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":"2026-05-24T12:16:28.696Z","last_scraped_at":"2026-04-05T13:23:42.537Z","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=adaptive-insights","compare_url":"https://unfragile.ai/compare?artifact=adaptive-insights"}},"signature":"lOHurs2ayg73vpeljRvzxuE+iZA0EOFpF/VR2hio1mqacaWu/syCPN++lbSC+UalMIHCLwkZ+gjpobT4mGRfBQ==","signedAt":"2026-06-22T05:31:00.106Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/adaptive-insights","artifact":"https://unfragile.ai/adaptive-insights","verify":"https://unfragile.ai/api/v1/verify?slug=adaptive-insights","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"}}