We trace and map all of your data across departments and systems, identifying gaps, redundancies, and improper data processing workflows. Then we recommend streamlined architectures and pipeline fixes for your data platform solution, ensuring that data flows where and when it should.
Our data platform consultants identify what is slowing down your BI reports and dashboards. Next, ITRex will optimize queries and fine-tune your data platform solution, allowing you to focus on driving your business forward rather than troubleshooting.
An ITRex data platform consultant helps define consistent metrics and build a semantic layer that reflects your business. This aligns teams, reduces confusion, and builds trust in your reports—paving the way for self-service analytics.
As part of our data platform assessment services, we document key processes and define business logic, reducing your company’s reliance either on a single vendor or on data analysts’ manual work. ITRex also develops governance frameworks that increase transparency, reusability, and team self-sufficiency.
Our data platform consultants identify gaps in real-time data access and processing, model-ready structures, and pipelines. With these insights, we create a roadmap for implementing AI at scale—from smarter analytics to anomaly detection and intelligent automation.
Our data platform assessment evaluates both business and technical dimensions, so findings translate into real operational impact. Here’s what we do to achieve the goal:
Before presenting recommendations, ITRex’s data platform consultants follow a structured, time-boxed approach that establishes a reliable baseline:
At the end of a data platform assessment, you receive tangible, fully documented deliverables so your internal team—or ITRex—can move directly into execution:
ITRex delivers data platform assessment services as fixed-scope engagements with clearly defined deliverables and timeline expectations
While data platform assessments identify gaps and opportunities, consulting services focus on implementation and continuous improvement throughout the data platform lifecycle. ITRex’s data platform consultants can assist you with:
Your dashboards won’t break, queries will run faster, and reporting logic will stay consistent across teams. Our data platform consultants validate these improvements against agreed performance targets and usage patterns.
We enforce data ownership, access control, and compliance in daily workflows. This makes audits and troubleshooting easier by reducing uncertainty around trusted sources.
KPIs and business logic are embedded in models and workflows to standardize self-service analytics. Your data platform consultant also tracks changes to prevent metric drift across departments.
ITRex improves pipelines, architecture, and BI using recommendations from the data platform assessment. We prioritize quick wins but always consider the big picture, like AI integration or system scaling.
Developer-grade documentation from our data platform consulting company empowers your internal teams to maintain, extend, and scale the platform without relying on third parties.
When product and ops teams rely on fragmented data, growth stalls. Data platform consulting services set the stage for reliable reporting and analytics, ensuring:
Visibility gaps and incomplete data impede decisions. Our data platform consultants unlock end-to-end operational insight and analytics, improving planning, service, and cost control:
Due to inconsistent data, quality issues and downtime go unnoticed. With data platform consulting, you get shop-floor visibility and analytics that minimize risk. Our know-how spans:
Data platform consulting is a strategic and technical service that helps organizations assess, optimize, and modernize their data ecosystems. It covers every layer—from ingestion and storage to transformation, analytics, governance, and AI enablement. Whether you’re dealing with fragmented systems, unreliable reports, or slow pipelines, a data platform consultant helps you identify bottlenecks and implement the right data platform solutions for your business. At ITRex, we tailor our data platform services to your architecture, industry, and strategic objectives.
A data platform consultant assesses your current infrastructure, identifies problems, and creates a scalable, actionable roadmap for improvement. This includes auditing data pipelines, improving data quality, creating semantic layers, and assisting teams in implementing modern practices such as MLOps or real-time analytics. As experienced data platform consulting partners, we can help you choose vendor-neutral technology and support both strategy and implementation. Our consultants collaborate across departments—from data engineers to business leaders—to align your platform with core KPIs.
An assessment is a foundational part of data platform services—it uncovers technical debt, ineffective pipelines, and governance gaps. Data platform consulting goes a step further by helping you act on those findings through roadmap development, architecture redesign, and implementation support. While assessments identify the “what,” data engineering and platforms consulting help you plan and execute the “how.” At ITRex, we offer both, often starting with an assessment and evolving into full-service data platform consulting.
A standalone assessment usually takes 4–6 weeks, depending on your platform complexity and stakeholder availability. Full data platform consulting engagements—including implementation—can run longer, but we always work in agile, time-boxed phases. Our modern data platform consulting model is flexible and adapts to your team’s bandwidth, internal priorities, and project scope. We also provide fixed-price options for clarity and control.
Not necessarily. We provide actionable, fully documented recommendations your in-house data team can implement independently. However, many clients choose to keep us engaged for delivery—especially when dealing with complex custom data platform projects or scaling cloud data platform consulting initiatives. Our implementation support ensures a smooth transition from roadmap to reality, with faster time to value.
No. Our data platform consultants routinely work with hybrid environments, on-premise systems, and legacy platforms. Whether you’re cloud-native, migrating to the cloud, or maintaining critical systems on-premises, we adapt our cloud data platform consulting approach to fit your stack. Our solutions are built around your business needs—not a specific technology.
A data platform is the foundation of your company’s data ecosystem. It centralizes data collection, transformation, storage, and analysis—streamlining every process from daily reporting to AI workload management. A well-architected data platform solution enables self-service analytics, ensures data governance, and supports scalable, real-time decision-making and AI integration. ITRex’s data platform services are designed to make these outcomes a viable reality.
Most modern data platforms include five essential layers:
Our data platform consulting services cover each of these layers, helping you standardize, scale, and govern data across your organization.
Snowflake, Google BigQuery, Amazon Redshift, Microsoft Fabric, and Databricks are examples of modern data platforms that provide scalable storage and processing for analytics and machine learning, respectively. But a data platform isn’t just a tool—it’s a custom architecture that reflects your unique goals. That’s why ITRex offers custom data platform solutions tailored to your stack, use cases, and business model. Our consultants help you select and configure the right technologies, whether you need a new solution or optimization of an existing one. For more information on data platforms and their capabilities, see this article about data analytics costs.
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