rweisssieker-xp
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- ▌ Powerbi Agent Workforce · rweisssieker-xpCoordinate virtual Power BI expert roles such as BI Architect, DAX Expert, Power Query Engineer, Fabric Architect, Finance BI Lead, QA Reviewer, Security Reviewer, and CoE Lead. Use to replace manual expert routing with role-based analysis and deliverables.
- ▌ Powerbi AI Data Steward · rweisssieker-xpUse when AI/KI should detect, explain, prioritize, and route data quality issues to source-system, master-data, finance, plant, CRM, SAP, or data platform owners.
- ▌ Powerbi Dax Test Harness · rweisssieker-xpUse when DAX measures need test cases, expected totals, edge cases, time-intelligence validation, RLS context checks, or reconciliation against source totals.
- ▌ Powerbi Delivery Factory · rweisssieker-xp bundleGenerate complete Power BI delivery packs that replace ad hoc expert handoffs. Use for report specs, semantic model specs, DAX catalogs, query plans, validation plans, deployment checklists, maintenance runbooks, and acceptance criteria.
- ▌ Powerbi AI Adoption Coach · rweisssieker-xpUse when Power BI usage telemetry should drive AI recommendations for report training, redesign, consolidation, retirement, communication, or role-based enablement.
- ▌ Powerbi AI Kpi Negotiator · rweisssieker-xpUse when AI/KI should mediate KPI conflicts between finance, sales, operations, supply chain, service, or plants and propose certified target definitions.
- ▌ Powerbi AI Training Coach · rweisssieker-xpUse when AI/KI should coach Power BI users by role, including CFO, controller, plant manager, data steward, report builder, dataset owner, CoE admin, reviewer, or executive consumer.
- ▌ Powerbi Finops Chargeback · rweisssieker-xpUse when Power BI or Fabric cost must be allocated by workspace, domain, owner, dataset, refresh, capacity load, storage, or business unit.
- ▌ Powerbi Migration Factory · rweisssieker-xpMigrate Excel, Access, legacy PBIX, Tableau, Qlik, SSRS, manual reports, and departmental BI into governed Power BI/Fabric assets. Use for source mapping, KPI mapping, report rationalization, semantic model migration, validation, and acceptance packs.
- ▌ Powerbi Prompt To Backlog · rweisssieker-xpConvert Power BI requests into implementation backlog items for Jira, Azure DevOps, Linear, or GitHub Issues. Use for stories, tasks, acceptance criteria, data requirements, tests, dependencies, and definition of done.
- ▌ Powerbi Report Risk Score · rweisssieker-xpAssign risk scores to Power BI reports, datasets, and delivery plans. Use for business risk, KPI risk, security risk, performance risk, refresh risk, maintenance risk, adoption risk, and portfolio prioritization.
- ▌ Powerbi Admin API Playbook · rweisssieker-xpUse when Power BI tenant administration needs Admin API playbooks for workspace inventory, usage metrics, refresh failures, endorsements, sensitivity labels, sharing risk, gateways, and capacity.
- ▌ Powerbi AI Analytics Packs · rweisssieker-xpUse when Power BI solutions need AI/ML analytics such as churn prediction, demand forecasting, anomaly detection, predictive maintenance, supplier risk, cash collection prioritization, margin leakage prediction, quality prediction, or lead scoring.
- ▌ Powerbi AI Bi Memory Agent · rweisssieker-xpUse when Power BI decisions, KPI definitions, model patterns, source mappings, incidents, fixes, and best practices must be retained across projects and reused safely.
- ▌ Powerbi AI Process Advisor · rweisssieker-xpUse when AI/KI should recommend process improvements from Power BI findings across Order2Cash, Procure2Pay, Plan2Produce, Lead2Order, maintenance, quality, finance, or service.
- ▌ Powerbi AI Report Reviewer · rweisssieker-xpUse when AI/KI should review Power BI report pages, visuals, axes, KPI cards, slicers, drilldowns, layout density, misleading charts, missing context, accessibility, or decision usefulness.
- ▌ Powerbi AI Ticket Resolver · rweisssieker-xpUse when AI/KI should triage or resolve Power BI support tickets such as refresh failed, wrong number, slow report, access issue, missing data, KPI mismatch, broken visual, or deployment failure.
- ▌ Powerbi RAG Knowledge Base · rweisssieker-xpUse when AI/KI answers should retrieve from enterprise BI knowledge such as KPI catalogs, semantic models, report docs, source metadata, glossary, tickets, acceptance evidence, CoE standards, or process documentation.
- ▌ Powerbi AI Model Governance · rweisssieker-xpUse when AI/ML models used with Power BI need model cards, bias checks, drift monitoring, explainability, human-in-the-loop approval, validation, auditability, or lifecycle governance.
- ▌ Powerbi AI Report UX Critic · rweisssieker-xpUse when a Power BI report should be reviewed like a senior report designer for visual choice, information density, hierarchy, drilldowns, actionability, accessibility, and mobile usability.
- ▌ Powerbi AI Scenario Planner · rweisssieker-xpUse when AI/KI should generate, compare, and explain what-if scenarios for price, volume, mix, capacity, supplier outage, inventory, DSO, working capital, budget, forecast, or production constraints.
- ▌ Powerbi Erp Object Resolver · rweisssieker-xpUse when Power BI work needs vendor-aware ERP, CRM, SCM, HCM, EAM, PLM, MES, QMS, WMS, or finance object candidates, joins, APIs, CDS views, and validation paths.
- ▌ Powerbi Kpi Knowledge Graph · rweisssieker-xpUse when KPIs, processes, data sources, owners, measures, reports, synonyms, conflicts, lineage, or glossary terms must be represented as a connected enterprise knowledge graph.
- ▌ Powerbi Pattern Marketplace · rweisssieker-xpManage reusable Power BI patterns for domains, page layouts, KPIs, DAX, RLS, validation, refresh, and delivery packs. Use when standardizing repeatable expert knowledge into templates.
- ▌ Powerbi Pbip Tmdl Generator · rweisssieker-xpUse when a Power BI design should become PBIP or TMDL-ready structures, model folders, table specs, measure files, calculation groups, perspectives, roles, and deployment-ready artifacts.
- ▌ Powerbi Planning Simulation · rweisssieker-xpUse when Power BI needs planning, writeback, forecasting, what-if simulation, scenario analysis, price-volume-mix, inventory, capacity, working capital, budget, forecast, or operational planning.
- ▌ Powerbi AI Boardroom Copilot · rweisssieker-xpUse when Power BI must prepare boardroom or executive meetings with KPIs, variance, root causes, risks, scenarios, decisions, actions, and evidence-backed narratives.
- ▌ Powerbi AI Prompt Governance · rweisssieker-xpUse when Power BI AI prompts need policies for allowed questions, prohibited data, PII protection, roles, audit trails, prompt versioning, prompt tests, and safe enterprise usage.
- ▌ Powerbi Dax Unit Test Runner · rweisssieker-xpUse when DAX measures require executable or semi-executable unit tests, query-based assertions, XMLA or Tabular Editor validation, edge cases, totals, RLS contexts, and reconciliation evidence.
- ▌ Powerbi Nl To Dax Guardrails · rweisssieker-xpUse when natural-language requests should become DAX measures with KPI contracts, semantic context, tests, validation, and guardrails against incorrect filter or date logic.
- ▌ Powerbi Regulatory Standards · rweisssieker-xpUse when Power BI work touches finance, regulated industries, audit, ESG, quality, export control, privacy, validation, internal controls, or compliance standards such as IFRS, HGB, US GAAP, SOX, CSRD, ISO 9001, IATF 16949, GMP, FDA, GxP, GDPR, or sanctions.
- ▌ Powerbi AI Auto Documentation · rweisssieker-xpUse when AI/KI should generate documentation from PBIP, TMDL, DAX, Power Query, report specs, semantic models, lineage, quality gates, or delivery artifacts.
- ▌ Powerbi AI Insight Confidence · rweisssieker-xpUse when AI/KI insights need confidence scoring based on data coverage, KPI maturity, semantic model validation, test status, source freshness, lineage, and evidence quality.
- ▌ Powerbi Kpi Conflict War Room · rweisssieker-xpUse when departments disagree on Power BI KPI meaning, metric ownership, calculation logic, filters, date basis, reconciliation source, or certification status.
- ▌ Powerbi Live Metadata Scanner · rweisssieker-xpUse when Power BI or Fabric work needs live metadata discovery from tenants, semantic models, SQL, lakehouse, SAP, Salesforce, Dynamics, Snowflake, APIs, or files before design decisions.
- ▌ Powerbi Multi Tenant Msp Mode · rweisssieker-xpUse when Power BI work spans multiple customers, tenants, business units, or MSP-style delivery boundaries and requires isolated policies, artifacts, evidence, rollout status, and governance.
- ▌ Powerbi AI Compliance Reviewer · rweisssieker-xpUse when Power BI reports, semantic models, AI outputs, sharing, exports, RLS, labels, PII, SOX, GDPR, audit evidence, or governance policies need AI-assisted compliance review.
- ▌ Powerbi AI Frown To Fix Triage · rweisssieker-xpUse when Power BI Desktop produces a Frown error, PBIP load failure, model validation error, visual error, DirectQuery error, Power Query load error, or Desktop crash that must be mapped to likely fixes.
- ▌ Powerbi AI Hallucination Guard · rweisssieker-xpUse when AI/KI answers about Power BI, KPIs, DAX, source systems, reports, or process causes must be checked against metadata, KPI catalogs, tests, source totals, or accepted evidence.
- ▌ Powerbi AI Kpi Discovery Agent · rweisssieker-xpUse when Power BI needs AI-assisted KPI discovery from process data, source metadata, report portfolios, event logs, operational exceptions, or business questions.
- ▌ Powerbi AI Migration Autopilot · rweisssieker-xpUse when migrating Excel, Access, Tableau, Qlik, SSRS, legacy PBIX, manual reports, or old semantic models into governed Power BI data products.
- ▌ Powerbi Anomaly To Explanation · rweisssieker-xpUse when Power BI must explain anomalies, outliers, sudden KPI changes, margin drops, cost spikes, demand shifts, inventory changes, production losses, or cash deviations.
- ▌ Powerbi Closed Loop Action Roi · rweisssieker-xpUse when Power BI insights create tasks, tickets, CRM actions, ERP workflows, or improvement measures and the business needs to measure closure, effectiveness, and ROI.
- ▌ Powerbi Coe Operating Handbook · rweisssieker-xpUse when building a Power BI Center of Excellence handbook with RACI, standards, intake, release, certification, incident, change, training, governance, and expert-reduction operating model.
- ▌ Powerbi Data Readiness Scoring · rweisssieker-xpScore whether data sources are ready for Power BI implementation. Use for data completeness, key quality, history, grain, source ownership, PII, refreshability, query folding, schema stability, and KPI suitability.
- ▌ Powerbi Erp Crm System Catalog · rweisssieker-xp bundleUse when Power BI work depends on ERP, CRM, SCM, HCM, EAM, PLM, MES, service, finance, or industry systems from major vendors and source-system structures must be mapped to business processes.
- ▌ Powerbi Live Connector Toolkit · rweisssieker-xpUse when Power BI work needs live connector planning or metadata access for SAP OData/CDS, Salesforce, Dataverse, SQL, Fabric, Power BI REST, Snowflake, Databricks, APIs, or enterprise warehouses.
- ▌ Powerbi Qm Qms Ehs Source Pack · rweisssieker-xpUse when Power BI sources include QM, QMS, EHS, CAPA, complaints, nonconformance, audits, inspections, quality notifications, SAP QM/EHS, ETQ Reliance, MasterControl, TrackWise, Intelex, Sphera EHS, Enablon, Veeva Quality, or LIMS.
- ▌ Powerbi Report Package Runtime · rweisssieker-xpUse when a user asks to generate, build, or improve a Power BI report/model package from a process request, source description, or business question using the executable report-package path.
- ▌ Powerbi AI Autonomous Bi Sprint · rweisssieker-xpUse when AI/KI should run an end-to-end BI sprint from intake through requirements, data contract, model, DAX, report spec, tests, quality gate, backlog, documentation, and acceptance.
- ▌ Powerbi AI Copilot Orchestrator · rweisssieker-xpUse when AI/KI should route Power BI work across virtual agents, expert roles, source systems, semantic modelling, DAX, reports, quality gates, governance, and evidence checks.
- ▌ Powerbi AI Data Story Generator · rweisssieker-xpUse when Power BI KPIs, reports, close packages, monthly reviews, board packs, or process cockpits need AI-generated management narratives grounded in evidence.
- ▌ Powerbi AI Decision Audit Agent · rweisssieker-xpUse when decisions made from Power BI reports, AI narratives, scenarios, or KPI alerts need later audit for traceability, effectiveness, evidence, and learning.
- ▌ Powerbi AI Lineage Blast Radius · rweisssieker-xpUse when a source field, Power Query step, model column, measure, relationship, RLS rule, or report visual change needs lineage and downstream blast-radius analysis.
- ▌ Powerbi AI Native Source Router · rweisssieker-xpUse when each source table or query must be routed to the correct native Power Query connector pattern, including Excel, CSV, Folder, SharePoint, SQL, Fabric, OData, REST, SaaS, ODBC/OLE DB, or embedded demo mode.
- ▌ Powerbi AI Source Mapping Agent · rweisssieker-xpUse when business terms must be mapped to Power BI source systems, tables, APIs, CDS views, fields, semantic model objects, and validation evidence.
- ▌ Powerbi Automated Intake Triage · rweisssieker-xpUse when new Power BI requests need automated classification into build, reuse, consolidate, reject, defer, escalate, migrate, certify, or route-to-expert paths.
- ▌ Powerbi Automated Release Notes · rweisssieker-xpUse when PBIP, TMDL, DAX, Power Query, semantic model, report layout, RLS, or documentation changes need automated release notes and impact summaries.
- ▌ Powerbi Bilingual Documentation · rweisssieker-xpUse when Power BI artifacts, skills, delivery packs, reports, governance documents, training, acceptance evidence, or AI/KI outputs need matching documentation in en-US and de-DE.
- ▌ Powerbi Cost Capacity Optimizer · rweisssieker-xpOptimize Power BI and Fabric cost, capacity, refresh load, dataset size, DirectQuery pressure, workspace sprawl, Premium/Fabric capacity usage, and unused assets.
- ▌ Powerbi Documentation Generator · rweisssieker-xpGenerate Power BI documentation for reports, semantic models, KPIs, data lineage, RLS, refresh, ownership, deployment, and support. Use to reduce manual documentation effort and improve handovers.
- ▌ Powerbi Enterprise Kpi Ontology · rweisssieker-xpUse when organizations need a machine-readable KPI ontology with synonyms, process mapping, owners, source systems, measures, DAX patterns, conflicts, lineage, and certification status.
- ▌ Powerbi Executive Value Tracker · rweisssieker-xpTrack executive value from Power BI expert reduction. Use for saved expert hours, report consolidation, certified dataset adoption, fewer refresh failures, faster delivery, reduced capacity cost, and business impact.
- ▌ Powerbi Industry Solution Packs · rweisssieker-xpUse when Power BI work needs ready industry packs for machinery, automotive, chemicals, pharma, food, aerospace, electronics, defense, engineer-to-order, or process manufacturing.
- ▌ Powerbi Industry Vertical Packs · rweisssieker-xpUse when Power BI solutions need industry-specific patterns for machinery, automotive suppliers, chemicals, pharma, medtech, food and beverage, electronics, aerospace, defense, engineer-to-order, process manufacturing, or discrete manufacturing.
- ▌ Powerbi Iot Shopfloor Analytics · rweisssieker-xpUse when Power BI work depends on IoT, MES, SCADA, historians, OSIsoft PI, machine telemetry, OEE, downtime, energy monitoring, quality signals, production events, or real-time shopfloor analytics.
- ▌ Powerbi Lineage Impact Analyzer · rweisssieker-xpAnalyze Power BI lineage and impact when fields, tables, measures, sources, refresh schedules, RLS rules, or certified datasets change. Use for change impact, owner notification, regression scope, and release planning.
- ▌ Powerbi Powerquery Test Harness · rweisssieker-xpUse when Power Query extraction or transformation needs tests for query folding, schema drift, nulls, duplicates, pagination, type conversion, incremental refresh, privacy levels, or source reconciliation.
- ▌ Powerbi Report Consolidation AI · rweisssieker-xpUse when organizations need to reduce Power BI report sprawl, duplicate reports, duplicated semantic models, inconsistent measures, stale assets, or unnecessary expert maintenance load.
- ▌ Powerbi Rls Ols Pattern Library · rweisssieker-xpUse when Power BI solutions need RLS or OLS patterns for company, region, plant, warehouse, profit center, cost center, sales org, supplier, customer, HR, or executive access.
- ▌ Powerbi Role Based Prompt Packs · rweisssieker-xpUse when Power BI users need approved prompt sets by role, process, source system, KPI maturity, decision cadence, or self-service guardrail level.
- ▌ Powerbi Self Service Guardrails · rweisssieker-xpCreate Power BI self-service rules for business users. Use for certified fields, allowed measures, report design rules, workspace roles, review gates, data sensitivity, field usage, and when expert review is required.
- ▌ Powerbi AI Kpi Contract Compiler · rweisssieker-xpUse when a business KPI description must be compiled into KPI contract, DAX measure design, test cases, reconciliation logic, report placement, and owner acceptance criteria.
- ▌ Powerbi AI Kpi Lifecycle Manager · rweisssieker-xpUse when KPIs need AI-assisted lifecycle governance across proposed, approved, certified, changed, deprecated, retired, and replaced states.
- ▌ Powerbi AI Model Graph Validator · rweisssieker-xpUse when a Power BI semantic model relationship graph must be checked for ambiguous paths, fact-to-fact chains, wrong filter direction, unsupported topology, DirectQuery/OLAP limitations, or certification risk.
- ▌ Powerbi AI Owner Acceptance Pack · rweisssieker-xpUse when generating business owner or process owner acceptance artifacts for KPIs, reports, models, tests, known limitations, and sign-off.
- ▌ Powerbi AI Schema Drift Resolver · rweisssieker-xpUse when source schema changes break or threaten Power Query, semantic models, DAX, refresh, data contracts, tests, or report visuals.
- ▌ Powerbi AI Tenant Risk Predictor · rweisssieker-xpUse when Power BI tenants need AI prediction of reports or datasets likely to break from refresh failures, owner gaps, gateway issues, capacity pressure, schema drift, or usage decay.
- ▌ Powerbi Automated Tenant Cleanup · rweisssieker-xpUse when Power BI tenants need automated identification of orphaned workspaces, stale reports, duplicate datasets, broken refreshes, risky sharing, and unused capacity.
- ▌ Powerbi Builder Skill Assessment · rweisssieker-xpUse when organizations need to assess Power BI builder capabilities, split work between self-service, CoE, IT, external experts, and the plugin, or reduce expert dependency safely.
- ▌ Powerbi Business Problem Factory · rweisssieker-xp bundleConvert any business problem into a complete Power BI implementation blueprint. Use for customer churn, material churn, FiCO, working capital, margin, procurement, sales, supply chain, service, HR, risk, compliance, operations, and executive decision cockpits.