At AppWise Data Consulting, we help businesses simplify, structure, and scale their data operations. Whether you need to build a data strategy, modernize your architecture, implement governance, or streamline reporting, we provide experienced, practical guidance tailored to your goals.

Our Services

  • A successful data strategy requires input and buy-in across the business. We engage key stakeholders to define shared goals, clarify roles, and align on priorities. Through collaborative sessions and clear communication, we help break down silos and foster a culture of shared ownership and accountability for data.

  • We guide the creation of scalable programs to execute your data strategy—whether you're building a governance council, standing up a data office, or launching cross-functional data initiatives. Our support includes operating model design, decision frameworks, and success metrics that ensure your strategy moves from vision to value.

Data Strategy

Aligning your data capabilities with your business vision.

We partner with you to develop a tailored data strategy that aligns with your short- and long-term business goals. This includes assessing current maturity, identifying key gaps, prioritizing initiatives, and building a roadmap that guides growth. Whether you're starting from scratch or fine-tuning an existing program, we provide the clarity and direction needed to turn your data into a competitive asset.

  • We evaluate where your organization stands on the data maturity curve—across architecture, governance, analytics, and culture. Through discovery workshops and stakeholder interviews, we identify strengths, gaps, and opportunities that inform your strategic direction. This assessment provides a clear starting point and benchmarks to measure progress.

  • We help you define a data strategy that aligns with your business goals and operational needs. Our roadmaps prioritize initiatives based on impact, feasibility, and dependencies—whether you're modernizing infrastructure, launching a governance program, or enabling self-service reporting. We deliver a practical, phased plan you can act on with confidence.

  • We evaluate your current data infrastructure to identify limitations, risks, and opportunities for improvement. This includes reviewing your platform, data models, integration flows, and scalability. The assessment provides a clear understanding of where you are and what’s needed to support future data demands.

  • We design modern, cloud-ready architectures that balance performance, flexibility, and cost-efficiency. Whether you're moving to Snowflake, Azure, AWS, or a hybrid environment, we help you build a platform that supports analytics, reporting, and data sharing across your organization.

Data Architecture

Designing a data foundation that grows with your business.

We assess your current data landscape and create scalable, high-performance architecture that supports your operational and analytical needs. From cloud migrations to modern data warehouse design, we help you integrate systems, reduce data silos, and improve reliability. Our solutions are platform-agnostic and built with flexibility in mind—so your infrastructure stays aligned with your evolving strategy.

  • We develop logical and physical data models that reflect your business rules, reduce redundancy, and ensure performance. From dimensional models for reporting to normalized structures for operational systems, we help organize your data into clear, usable layers that align with your goals.

  • We design scalable, secure, and reliable data integration pipelines using ELT/ETL best practices. Our solutions ensure that data moves efficiently between systems while maintaining quality, consistency, and lineage. Whether you’re integrating source systems, cloud platforms, or third-party tools, we create the architecture to connect it all.

  • We design and implement data quality initiatives that address the most critical issues impacting trust and usability. From defining standards and validation rules to implementing monitoring and exception workflows, we help your organization move toward cleaner, more reliable data across systems.

  • We help you capture and organize metadata so that teams can understand where data comes from, how it’s transformed, and where it’s used. Whether through manual documentation or automation tools, we enable transparency that supports governance, compliance, and confident decision-making.

Data Governance

Bringing clarity, ownership, and trust to your data.

We help you implement and operationalize data governance programs that work in the real world. This includes defining data ownership, establishing stewardship roles, documenting lineage, and improving data quality. Our approach balances structure and flexibility—so governance supports your teams instead of slowing them down. We also help align stakeholders around a common data language and strategy.

  • We help you define a data governance model tailored to your organization’s size, maturity, and structure. This includes establishing roles like data stewards and owners, defining decision-making authority, and creating governance processes that balance control with agility. Our frameworks are built to scale and adapt over time.

  • We guide the creation of stewardship roles that promote accountability across your data domains. By clearly defining responsibilities and ownership, we ensure that data is properly maintained, protected, and used consistently throughout the business. We also provide playbooks and training to support successful adoption.

  • We evaluate your current reporting environment to uncover inefficiencies, redundancies, and data gaps. This includes reviewing data sources, tools, report usage, and stakeholder needs. The result is a clear understanding of what’s working, what’s not, and how to improve alignment between reporting outputs and business goals.

  • We help modernize outdated reporting systems and consolidate fragmented solutions into streamlined, efficient platforms. Whether you're migrating to Power BI, Tableau, Looker, or another tool, we guide you through selection, design, and rollout—ensuring your reporting is scalable, secure, and easy to maintain.

Reporting

Delivering trusted insights to the right people, at the right time.

We improve how your data flows into reports, dashboards, and decision-making tools. Whether you're modernizing legacy reporting, enabling self-service BI, or fixing bottlenecks in your pipelines, we ensure your reporting environment is accurate, timely, and actionable. Our work helps business leaders get what they need—without overburdening IT or relying on unreliable workarounds.

  • We design self-service reporting strategies that empower business users while maintaining data consistency and governance. From semantic layer design to user training and access models, we help you balance flexibility with control—so teams can get answers without creating data chaos.

  • We work with business stakeholders to define meaningful metrics, standardize calculations, and design intuitive dashboards that tell a clear story. Our approach ensures that reports are not only visually compelling, but actionable, accurate, and aligned with decision-making needs.

Ready to move your data strategy forward?

Let’s talk about how AppWise Data Consulting can help you turn data into a trusted, valuable asset. Whether you need a roadmap, a rebuild, or a reliable partner, we’re here to support your data journey—every step of the way.