Business Challenge

Most enterprises are well into their analytics and cloud journeys, yet many BI environments still carry significant technology debt —years of accumulated reports, duplicated business logic, and tightly coupled dashboards that are difficult to modernize or evolve. At the same time, expectations have shifted. The business no longer wants static dashboards. They want to vibe with data —to interact, explore, and ask questions through conversational and contextual experiences. This gap between legacy BI estates and modern expectations increases manual effort, slows modernization, and makes it harder to deliver consistent, trusted insights at scale. Addressing this gap—while retiring BI technology debt and enabling modern, conversational analytics—is where WinAIBIMS is applied.

WinWire’s Integrated Offer: Framework + Agentic AI Automation

WinWire approaches BI transformation as a business capability, not a one-time migration. WinWire’s BI Modernization Framework establishes clarity on what to rationalize, modernize, or retire, and serves as a repeatable, proven methodology for BI modernization and technology-debt reduction. WinAIBIMS complements this framework by applying agentic automation to execute those decisions consistently at scale through a coordinated set of AI agents and orchestration —accelerating modernization from legacy BI environments such as Tableau, Qlik, Cognos, MicroStrategy, SAP BusinessObjects, and SSRS into Power BI. By establishing BI-to-data lineage, WinAIBIMS enables a BI Modernization Insights Dashboard that drives rationalization, migration, and modernization as one coordinated program. Together, this approach reduces BI complexity, aligns business KPIs, and enables a clear Data-to-AI vision —supporting the shift from static reporting to more interactive and conversational analytics while preserving trust, performance, and continuity.

4-Week BI Modernization Pilot Offer

The four-week pilot delivers rapid clarity on BI technology debt and demonstrates how the WinWire BI Modernization Framework and WinAIBIMS operate as one program.

Week 1 – Discover & Assess : AI-driven discovery of BI inventory, usage, KPIs, dependencies, security, and BI-to-data lineage.

Week 2 – Rationalize & Plan : Classify assets to rationalize, modernize, migrate, or retire; establish the BI Modernization Insights Dashboard.

Week 3 – Migrate & Modernize : Modernize selected assets into Power BI with KPIs and security preserved and validated.

Week 4 – Validate & Evolve : Validate parity and performance; confirm readiness for interactive and conversational analytics.

Key Activities

AI-driven discovery and automated metadata extraction

Complexity assessment of upto 100-report BI footprint

Application of WinWire’s BI Modernization Framework

AI-generated BI Modernization Dashboard including rationalization clusters, usage patterns, and modernization effort insights

Automated creation of semantic models, visuals, and TMDL/PBIP artifacts

AI-assisted migration of 2–3 legacy reports to Power BI

Side-by-side numerical and visual parity validation

AI based automation for performance review of migrated assets

Deliverables

Complexity Analysis Report (up to 100 reports)

BI Modernization Dashboard (rationalization + modernization insights)

Power BI UX templates and layout recommendations

Converted 2-3 Power BI project Reports

Pilot Summary and enterprise-scale modernization roadmap

WinAIBIMS Business Benefits

Velocity : Up to 70% faster BI migration and modernization, compressing timelines from months to weeks.

Efficiency : Achieves ~50% reduction in migration and modernization effort.

BI Modernization Insights Dashboard : Provides 100% transparency into scope and progress of the BI modernization program.

Accelerated Power BI Adoption : Enables 2X faster user adoption of Power BI through human-centric, persona-based change management.

Lower Modernization Risk : Agentic automation enforces consistency, validation, and observability across modernization.

BI Technology Debt Reduction : Delivers 15–30% reduction in BI footprint by rationalizing redundant and unused reports.

Agentic BI Modernization Suite

WinWire Technologies

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