Analytics strategy and KPI design
Translate decisions and operating questions into governed metrics, data requirements, ownership and a delivery roadmap.
BM Infotrade helps US organizations turn fragmented operational data into governed, decision-ready analytics. Our services cover data integration, ETL and ELT, lakehouse and warehouse design, semantic models, Microsoft Power BI dashboards, Microsoft Fabric and managed reporting with privacy, access and lineage built into delivery.
Each engagement is scoped around the existing environment, business outcome, security risk, operating model and obligations that actually apply to the organization.
Translate decisions and operating questions into governed metrics, data requirements, ownership and a delivery roadmap.
Build reliable batch or near-real-time pipelines across business applications, databases, files, APIs and cloud sources.
Design semantic models, executive dashboards, operational reports, row-level security, refresh and controlled workspace deployment.
Plan and implement Fabric data engineering, lakehouse, warehouse, Power BI and governance patterns for suitable requirements.
Modernize reporting estates with cloud storage, warehouses, lakehouses, orchestration, quality monitoring and lineage.
Support refresh, incidents, access, releases, model performance, data quality and adoption after the initial launch.
We recommend technology after assessing requirements, existing investments, interoperability, risk and total operating cost. Brand inclusion does not imply that every product fits every environment.
Executive, financial, operational and industry dashboards with governed semantic models.
Integrated data engineering, lakehouse, warehouse, analytics and Power BI delivery.
Cloud data integration and orchestration for databases, applications, files and APIs.
Lakehouse, data engineering and advanced analytics options for suitable enterprise workloads.
Integration and analytics for established enterprise database environments.
Cloud storage, data-platform and analytics options aligned with the customer’s architecture.
The same technology can carry different risk, availability and evidence requirements. Delivery is adapted to the data, users, operating model and contractual context in scope.
Unify operational and approved clinical or claims data while enforcing access, traceability and HIPAA-aligned handling.
Improve profitability, risk, operations and customer reporting with governed metrics and GLBA-aware access controls.
Analyze sales, margin, inventory, customer journeys and campaign performance across stores and digital channels.
Connect production, quality, supply chain, inventory and service data for faster operational decisions.
Monitor utilization, delivery, pipeline, margin and customer outcomes with consistent definitions.
Track product adoption, revenue, support, infrastructure and retention with reliable analytics models.
Controls are mapped to the customer’s industry, data and contractual scope. BM Infotrade supports technical implementation and operational evidence; applicability, legal interpretation and certification remain the customer’s responsibility.
Apply minimum-necessary access, safeguards, auditability and controlled use when analytics includes protected health information.
Protect nonpublic personal information and support risk-based safeguards for covered financial institutions.
Support data inventory, purpose awareness, access, deletion and retention workflows for covered California personal information.
Design data classification, access and lifecycle controls around the states and data subjects in scope.
Use privacy risk outcomes to inform data processing, governance, communication and protection decisions.
Support logical access, change, operation and evidence practices relevant to customer assurance. SOC 2 is an AICPA attestation, not a law.
These are representative starting points. The final statement of work defines scope, responsibilities, deliverables, dependencies and acceptance criteria.
Create a controlled view of financial, sales, service and operating KPIs with drill-through and shared definitions.
Combine CRM, billing, product and support data to understand acquisition, retention, value and service experience.
Connect orders, inventory, procurement, logistics and supplier data to identify constraints and exceptions.
Replace fragile spreadsheets and duplicated reports with governed models, automated refresh and role-based access.
BM Infotrade uses staged delivery so architecture, responsibilities, controls and success criteria are understood before broad implementation.
Agree decisions, users, KPIs, source systems, privacy scope and measurable acceptance criteria.
Build ingestion, transformation, quality, lineage and governed storage for trusted data.
Develop semantic models and dashboards, validate calculations and test with real user workflows.
Deploy controlled workspaces, train users and manage refresh, access, support and enhancement.
Need the global service overview? View the main data analytics, data engineering and business intelligence services page.
BM Infotrade provides analytics strategy, data integration, ETL and ELT, data-platform modernization, Power BI consulting, Microsoft Fabric implementation, dashboard development and managed analytics support.
Yes. Depending on available connectors and access, Power BI solutions can use data from business applications, databases, files, APIs and cloud platforms. The design includes refresh, security, model performance and source ownership.
The engagement identifies the data, users, processing purpose and jurisdictions in scope, then applies classification, least-privilege access, masking or minimization where suitable, auditability, retention and documented ownership. Legal interpretations remain with the customer’s qualified advisers.
Yes. BM Infotrade can assess an existing Power BI environment, improve models and governance, and plan Fabric adoption when its architecture and licensing fit the requirement.
Share your current environment, objective, timeline and known governance requirements. We will help define a practical next step and an accountable service scope.