{"apiVersion":"1","solution":{"slug":"ai-generated-igaming-reports","title":"AI-Generated Reports for Casino and Sportsbook Teams","summary":"Find reporting workflows that turn a business brief into a document with analysis and charts. Check what the AI produces, where the numbers come from and what your team must review before sharing.","reviewedAt":"2026-10-10","canonicalUrl":"https://igamingdiscovery.com/solutions/ai-generated-igaming-reports","jsonUrl":"https://igamingdiscovery.com/api/discovery/v1/solutions/ai-generated-igaming-reports","operator":"AND","capabilityIds":["ai-generated-reports"],"relatedTypes":["business-intelligence","conversational-analytics"],"answer":"An AI-generated analytical report combines data-grounded written analysis and charts or other visuals in a document created from a user request. A dashboard export, scheduled snapshot or individual chat answer does not establish that workflow. This selection requires explicit evidence for the named product; scheduling, PDF export and delivery channels remain separate questions.","qualification":["The user supplies a brief or request that initiates creation of an analytical report, rather than only choosing an existing dashboard or template.","The resulting document combines written analysis with charts or visuals grounded in the product’s available data.","Official material ties this reporting workflow to the named product or its explicitly included module. Portfolio proximity alone does not qualify."],"caveats":["A generated draft needs review. Document creation does not establish correct calculations, causal explanations or suitability for a regulated submission.","Scheduling, PDF export, recipient controls and delivery integrations are additional scope. They are not implied by a reporting match.","Missing evidence means unconfirmed. A product may offer useful dashboards, digests or conversational answers without meeting this specific document requirement."],"sections":[{"id":"report-output-boundary","title":"Ask to see the complete report workflow","paragraphs":["Bring a short brief: a weekly sportsbook review covering stakes, margin and the largest changes by league, or a casino review split by provider. Ask the supplier to start from that brief and show the resulting document. Inspect the narrative, charts and relationship between them. A saved chat response or a PDF of an existing dashboard answers a different requirement.","Gamblitude’s AI for iGaming and BI pages explicitly describe Reports combining a brief, written analysis and charts. Keep that claim attached to Reports within those offers. Bede’s Data Suite describes configurable reporting and dashboards, while DigerAnalytics documents queries, graphs and executive digests. Those adjacent capabilities alone do not establish the same report-document workflow."],"sourceIds":["reports-gamblitude-ai","reports-gamblitude-bi","reports-bede-data","reports-diger-analytics"]},{"id":"report-data-review","title":"Review the figures and the interpretation separately","paragraphs":["Specify the audience, reporting period, comparison period, brands, currencies and questions to answer. Ask which connected sources can support each section. Trace a headline number to its calculation and underlying records, then compare the chart with the written explanation. Include an incomplete period or late correction in the demonstration and inspect how the report communicates that limitation.","A report can describe a change without proving its cause. Require the draft to distinguish observations, possible explanations and missing information. Gamblitude describes shared definitions and supporting data; Diger describes traceable answers and charts. Treat those as starting points for verification. Your acceptance exercise should show what a reviewer can inspect, challenge and correct in the delivered report."],"sourceIds":["reports-gamblitude-ai","reports-gamblitude-bi","reports-diger-analytics"]},{"id":"report-delivery-scope","title":"Specify recurring delivery and package boundaries","paragraphs":["Separate drafting from distribution. Gamblitude describes on-demand and recurring reports, PDF export and supported delivery connections. DataPilot separately advertises custom reporting, scheduled delivery and AI features. Ask whether a recurring run creates fresh analysis or sends an existing view. Confirm the exact output, recipient permissions, review step, failure notification and response when a source is unavailable.","Identify the module and subscription being quoted. Gamblitude’s pricing includes Reports within the BI platform; that does not make every adjacent AI component a standalone report generator. Request a scoped proposal covering setup, connected data, users and any delivery configuration. Keep a reviewed sample and the agreed brief as acceptance evidence, rather than relying on a polished demonstration alone."],"sourceIds":["reports-gamblitude-bi","reports-gamblitude-package","reports-datapilot"]}],"questions":[{"id":"reports-brief-to-document","question":"Can you generate the complete document from our brief?","why":"Use a new question and inspect both written analysis and charts. Confirm which content is generated, preconfigured or manually supplied.","requirement":"Demonstrate a report generated from our brief, combining data-grounded written analysis and charts in one document.","sourceIds":["reports-gamblitude-ai","reports-gamblitude-bi"]},{"id":"reports-data-scope","question":"Which data and definitions support every section?","why":"Reconcile a headline figure and chart to the agreed period and source records. Show how incomplete coverage and corrections are disclosed.","requirement":"Trace report figures and charts to agreed definitions, periods and source records, with missing data and corrections disclosed.","sourceIds":["reports-gamblitude-ai","reports-diger-analytics"]},{"id":"reports-review-controls","question":"How can a reviewer challenge and revise the draft?","why":"Test a questionable explanation and inspect the evidence. Establish who approves interpretation and sharing, and how the reviewed version is retained.","requirement":"Demonstrate review and correction of generated analysis, distinguish hypotheses, and agree approval and version-retention responsibilities.","sourceIds":["reports-gamblitude-bi","reports-gamblitude-ai"]},{"id":"reports-recurring-delivery","question":"What happens when a scheduled report cannot use current data?","why":"Demonstrate the agreed recurring workflow, including freshness checks, recipient access, failures and any review step before distribution.","requirement":"Confirm recurring generation, freshness checks, delivery formats, recipient permissions, failure handling and approval before distribution.","sourceIds":["reports-gamblitude-ai","reports-datapilot"]},{"id":"reports-package-scope","question":"Which reporting module and services are included in our proposal?","why":"Separate report generation from dashboard exports, data setup and delivery connections. Confirm the named product and implementation responsibilities.","requirement":"Identify the included report-generation module, data setup, delivery connections, limits and implementation responsibilities in the proposal.","sourceIds":["reports-gamblitude-package","reports-bede-data"]}],"sources":[{"id":"reports-gamblitude-ai","label":"AI for iGaming — brief-led Reports workflow","url":"https://gamblitude.ai/products/ai-for-igaming/","publisher":"Gamblitude","checkedAt":"2026-10-10","supports":"Reports turns a brief into a document with charts, analysis and commentary; describes connected data, recurring generation and supported delivery."},{"id":"reports-gamblitude-bi","label":"Business Intelligence — Reports module","url":"https://gamblitude.ai/products/business-intelligence-platform-for-igaming/","publisher":"Gamblitude","checkedAt":"2026-10-10","supports":"Explicit inclusion of Reports in BI, AI-assisted drafting, review, charts and written analysis, scheduling and PDF or supported-channel delivery."},{"id":"reports-gamblitude-package","label":"Pricing — included BI reporting scope","url":"https://gamblitude.ai/pricing/","publisher":"Gamblitude","checkedAt":"2026-10-10","supports":"Reports and AI tools are included in the platform offer; setup and other separately scoped services require a proposal."},{"id":"reports-diger-analytics","label":"DigerAnalytics — queries, charts and executive digests","url":"https://diger.io/analytics","publisher":"Diger","checkedAt":"2026-10-10","supports":"Documents conversational graphs, source traceability and daily executive digests; does not resolve brief-led generation of a combined report document."},{"id":"reports-bede-data","label":"Data Suite — dashboards and reporting","url":"https://bedegaming.com/products-data/","publisher":"Bede Gaming","checkedAt":"2026-10-10","supports":"Documents configurable reporting, dashboards, exports and notebooks; does not establish AI-generated narrative report documents."},{"id":"reports-datapilot","label":"DataPilot — custom reports and AI features","url":"https://betstarters.com/datapilot/","publisher":"BetStarters","checkedAt":"2026-10-10","supports":"Documents custom reports, scheduled delivery, natural-language queries and morning briefs; the combined brief-to-report document remains unconfirmed."}],"requirements":[{"id":"ai-generated-reports","label":"AI-generated analytical reports","group":"AI analysis","definition":"The product generates an analytical report from a user brief or request, combining data-grounded written analysis with charts or other data visualisations in a report document. Static exports, templates, scheduled dashboard snapshots or isolated chat answers alone do not qualify. Scheduling, export formats and delivery channels require separate confirmation.","aliases":["AI-written reports","generative analytics reports"],"requirement":"Analytical reports generated from a brief, combining supporting data visualisations and written analysis for human review.","scope":"data-ai","productTypeSlugs":["business-intelligence","data-warehouses","conversational-analytics","player-analytics","predictive-analytics"]}]},"capabilityEvidenceMeaning":"Documented means supported by the cited supplier material, not independently tested. Unknown is not a negative finding. Conditional capabilities do not count as strict matches. Evidence applies to the named product only; it does not establish live integrations, contractual availability or measured outcomes.","capabilitySearch":{"vocabularyVersion":"2026-10-10.4","scope":"data-ai","operator":"AND","selected":["ai-generated-reports"],"mode":"documented","eligibleProducts":33,"reviewedProducts":33,"documentedCount":2,"confirmationCount":31,"excludedCount":0,"facets":[{"id":"managed-data-warehouse","label":"Managed data warehouse","group":"Data foundation","definition":"The supplier operates a persistent analytical data warehouse for the customer. A dashboard, data feed or customer-managed database alone does not qualify.","aliases":["managed warehouse","managed DWH"],"requirement":"A supplier-operated analytical data warehouse, with hosting and operational responsibilities documented.","scope":"data-ai","productTypeSlugs":["business-intelligence","data-warehouses","conversational-analytics","player-analytics","predictive-analytics"],"documentedCount":1,"confirmationCount":32},{"id":"event-level-history","label":"Historical event-level data","group":"Data foundation","definition":"Retained individual historical events or transactions can be analysed. Aggregated historical charts alone do not qualify; retention duration must be confirmed separately.","aliases":["transaction-level history","granular event history"],"requirement":"Analysis of retained event-level or transaction-level history, with retention and available fields confirmed.","scope":"data-ai","productTypeSlugs":["business-intelligence","data-warehouses","conversational-analytics","player-analytics","predictive-analytics"],"documentedCount":1,"confirmationCount":32},{"id":"shared-metric-definitions","label":"Shared metric definitions","group":"Business metrics","definition":"A reusable governed metric or semantic layer supplies consistent definitions across analytical outputs. Merely listing KPI dashboards does not qualify.","aliases":["semantic layer","governed metrics","metric system"],"requirement":"Shared, governed metric definitions reused across reports and analytical outputs.","scope":"data-ai","productTypeSlugs":["business-intelligence","data-warehouses","conversational-analytics","player-analytics","predictive-analytics"],"documentedCount":2,"confirmationCount":31},{"id":"custom-metrics","label":"Custom business metrics","group":"Business metrics","definition":"The product supports defining business-specific calculated metrics or formulas. Customising a dashboard layout alone does not qualify.","aliases":["calculated metrics","custom KPIs"],"requirement":"The ability to define business-specific calculated metrics or formulas.","scope":"data-ai","productTypeSlugs":["business-intelligence","data-warehouses","conversational-analytics","player-analytics","predictive-analytics"],"documentedCount":1,"confirmationCount":32},{"id":"natural-language-analytics","label":"Natural-language analytics","group":"AI analysis","definition":"Users ask analytical questions in natural language and receive answers grounded in data available to this product. A general support chatbot does not qualify.","aliases":["conversational analytics","ask your data","AI analyst"],"requirement":"Natural-language analytical questions answered using the data available to the product.","scope":"data-ai","productTypeSlugs":["business-intelligence","data-warehouses","conversational-analytics","player-analytics","predictive-analytics"],"documentedCount":2,"confirmationCount":31},{"id":"multi-step-investigations","label":"Multi-step investigations","group":"AI analysis","definition":"The product carries out a sequence of analytical steps to investigate a question, for example forming hypotheses and drilling into contributing factors. Single-query answers alone do not qualify.","aliases":["root cause investigation","multi-step analysis"],"requirement":"Multi-step analytical investigations with intermediate findings and contributing factors.","scope":"data-ai","productTypeSlugs":["business-intelligence","data-warehouses","conversational-analytics","player-analytics","predictive-analytics"],"documentedCount":0,"confirmationCount":33},{"id":"autonomous-investigations","label":"Autonomous investigations","group":"Autonomy","definition":"The product selects analytical topics or investigative paths and initiates investigations without a separate user question or predefined recurring check. Monitoring, events or a standing goal may provide context, but chat-driven analysis, a user-defined scheduled investigation, a threshold alert or a scheduled report alone does not qualify. This does not imply execution of external business actions.","aliases":["autonomous analyst","autonomous agent"],"requirement":"System-initiated analytical investigations with topic or path selection, beyond user-defined recurring checks, with initiation and scope documented.","scope":"data-ai","productTypeSlugs":["business-intelligence","data-warehouses","conversational-analytics","player-analytics","predictive-analytics"],"documentedCount":1,"confirmationCount":32},{"id":"proactive-monitoring","label":"Proactive monitoring","group":"Autonomy","definition":"The product monitors data and surfaces detected changes, risks or anomalies without an ad hoc analytical query. A static dashboard or scheduled report alone does not qualify.","aliases":["anomaly monitoring","proactive alerts"],"requirement":"Monitoring that surfaces detected changes, risks or anomalies without an ad hoc query.","scope":"data-ai","productTypeSlugs":["business-intelligence","data-warehouses","conversational-analytics","player-analytics","predictive-analytics"],"documentedCount":1,"confirmationCount":32},{"id":"scheduled-ai-investigations","label":"Scheduled AI investigations","group":"AI analysis","definition":"Users define an analytical question or investigation and schedule AI to repeat the analysis and return findings with context. A threshold alert, continuous risk score, dashboard subscription or recurring report alone does not qualify. This is distinct from an agent choosing its own investigative topics.","aliases":["recurring AI investigations","scheduled analytical checks"],"requirement":"User-defined analytical investigations repeated by AI on an agreed schedule, with findings and context returned for review.","scope":"data-ai","productTypeSlugs":["business-intelligence","data-warehouses","conversational-analytics","player-analytics","predictive-analytics"],"documentedCount":1,"confirmationCount":32},{"id":"mcp-analytics-access","label":"Analytics access through MCP","group":"Data access","definition":"Customer-enabled external AI tools can use a documented Model Context Protocol connection to read analytical data, metrics, dashboards, reports or insights from the named product. An ordinary API, developer SDK or internal use of MCP alone does not qualify. Supported objects, permissions and setup require confirmation; this does not establish write access or business-action execution.","aliases":["MCP analytics server","Model Context Protocol analytics"],"requirement":"A documented MCP connection for external AI tools to read the product’s analytical data or outputs, with scope and permissions confirmed.","scope":"data-ai","productTypeSlugs":["business-intelligence","data-warehouses","conversational-analytics","player-analytics","predictive-analytics"],"documentedCount":2,"confirmationCount":31},{"id":"ai-generated-reports","label":"AI-generated analytical reports","group":"AI analysis","definition":"The product generates an analytical report from a user brief or request, combining data-grounded written analysis with charts or other data visualisations in a report document. Static exports, templates, scheduled dashboard snapshots or isolated chat answers alone do not qualify. Scheduling, export formats and delivery channels require separate confirmation.","aliases":["AI-written reports","generative analytics reports"],"requirement":"Analytical reports generated from a brief, combining supporting data visualisations and written analysis for human review.","scope":"data-ai","productTypeSlugs":["business-intelligence","data-warehouses","conversational-analytics","player-analytics","predictive-analytics"],"documentedCount":2,"confirmationCount":31},{"id":"data-export-api","label":"Data export API","group":"Data access","definition":"A documented API lets the customer retrieve analytical data, reports or results from this product. An ingestion-only API, partner logo or unrelated supplier API does not qualify.","aliases":["reporting API","analytics export API"],"requirement":"API retrieval of analytical data, reports or results, with available fields and access conditions confirmed.","scope":"data-ai","productTypeSlugs":["business-intelligence","data-warehouses","conversational-analytics","player-analytics","predictive-analytics"],"documentedCount":0,"confirmationCount":33},{"id":"direct-sql-access","label":"Direct SQL access","group":"Data access","definition":"Customer users or tools can query product data using SQL through a documented query surface or database connection. SQL used only internally by the supplier does not qualify.","aliases":["SQL querying","SQL connection"],"requirement":"Customer-accessible SQL querying of analytical data, with permissions and access method documented.","scope":"data-ai","productTypeSlugs":["business-intelligence","data-warehouses","conversational-analytics","player-analytics","predictive-analytics"],"documentedCount":0,"confirmationCount":33}],"relaxations":[]},"items":[{"id":"12","slug":"gamblitude-ai-agent","name":"AI for iGaming","supplierSlug":"gamblitude","supplierName":"Gamblitude","canonicalUrl":"https://igamingdiscovery.com/products/gamblitude-ai-agent","productTypeSlugs":["conversational-analytics"],"summary":"AI-assisted business questions, monitoring and reports grounded in operator data.","capabilityReview":{"vocabularyVersion":"2026-10-10.4","scope":"product","reviewState":"reviewed","reviewedAt":"2026-10-10","reviewDueAt":"2027-04-08"},"capabilityMatch":{"status":"documented","operator":"AND","requested":["ai-generated-reports"],"documented":["ai-generated-reports"],"conditional":[],"unknown":[],"notSupported":[],"notApplicable":[],"requirements":[{"capabilityId":"ai-generated-reports","label":"AI-generated analytical reports","status":"documented","summary":"The AI for iGaming offer explicitly includes Reports: a user brief generates a document with charts, written analysis and commentary over connected operational data. This assertion concerns its Reports workflow.","conditions":null,"sources":[{"id":"gamblitude-ai-reports-workflow-20261010","url":"https://gamblitude.ai/products/ai-for-igaming/","title":"AI for iGaming — Reports workflow","publisher":"Gamblitude","checkedAt":"2026-10-10","supports":"Explicit named-product Reports workflow: user brief, data-grounded analysis and charts together in a document. Scheduling, PDF export and supported delivery are described separately."}]}]},"links":{"profile":"https://igamingdiscovery.com/products/gamblitude-ai-agent","evidence":"https://igamingdiscovery.com/api/discovery/v1/products/gamblitude-ai-agent"}},{"id":"11","slug":"gamblitude-business-intelligence","name":"Business Intelligence Platform","supplierSlug":"gamblitude","supplierName":"Gamblitude","canonicalUrl":"https://igamingdiscovery.com/products/gamblitude-business-intelligence","productTypeSlugs":["business-intelligence","player-analytics"],"summary":"Self-service dashboards, Segments, Reports and Targets for iGaming teams.","capabilityReview":{"vocabularyVersion":"2026-10-10.4","scope":"product","reviewState":"reviewed","reviewedAt":"2026-10-10","reviewDueAt":"2027-04-08"},"capabilityMatch":{"status":"documented","operator":"AND","requested":["ai-generated-reports"],"documented":["ai-generated-reports"],"conditional":[],"unknown":[],"notSupported":[],"notApplicable":[],"requirements":[{"capabilityId":"ai-generated-reports","label":"AI-generated analytical reports","status":"documented","summary":"The BI platform explicitly includes Reports, where a user can brief the AI Agent to draft a document combining charts, written analysis and commentary. This assertion concerns the Reports module within BI.","conditions":null,"sources":[{"id":"gamblitude-bi-reports-workflow-20261010","url":"https://gamblitude.ai/products/business-intelligence-platform-for-igaming/","title":"Business Intelligence — Reports module","publisher":"Gamblitude","checkedAt":"2026-10-10","supports":"Explicit named-product Reports workflow: user brief, data-grounded analysis and charts together in a document. Scheduling, PDF export and supported delivery are described separately."}]}]},"links":{"profile":"https://igamingdiscovery.com/products/gamblitude-business-intelligence","evidence":"https://igamingdiscovery.com/api/discovery/v1/products/gamblitude-business-intelligence"}}],"pagination":{"page":1,"pageSize":24,"total":2,"totalPages":1,"next":null,"previous":null}}