# Data Platform Development - Build Your Scalable Data Foundation | Rittman Analytics URL: https://rittmananalytics.com/services/data-platform-development Description: Stop guessing. Start building. Partner with us to build a scalable data platform through collaborative implementation, knowledge transfer, and proven methodologies. From strategic discovery to agile delivery. --- Your Spreadsheets Aren't. We Can Help. You've achieved product-market fit and you're growing fast. But the cobbled-together reports and manual processes that got you here are now breaking under the strain. [See client results ›](https://rittmananalytics.com/case-studies) 45 minutes · no obligation · you'll speak with a founder, not sales We've helped build the data foundations for innovative companies like: [![Conversion Interactive](https://rittmananalytics.com/lovable-uploads/6fe9e326-335e-4023-9fa6-9869257b511d.png)](https://rittmananalytics.com/case-studies/conversion-interactive)[![Rixo](https://rittmananalytics.com/lovable-uploads/d31fb621-3b64-42a8-b80a-dcd5b349fa1c.png)](https://rittmananalytics.com/case-studies/rixo)[![Osprey](https://rittmananalytics.com/lovable-uploads/67623a6f-e148-47f5-9b96-81d4b65fb458.png)](https://rittmananalytics.com/case-studies/osprey)[![Ageras Group](https://rittmananalytics.com/lovable-uploads/fffb8292-451d-4984-934e-7a3ccd13c0ba.png)](https://rittmananalytics.com/case-studies/ageras-group)![BridgeU](https://rittmananalytics.com/lovable-uploads/fc984dbd-c774-4ed3-a6b9-959c6099b50f.png) ## You've Made Your First Data Hire. Now the Real Work Begins. You've hired your first data professional, but building a scalable data platform from scratch is a monumental task. To get it right the first time, you need a partner with a proven blueprint for success. We are that partner. ### Your Challenges: #### "DIY" Gone Wrong Your first attempts at building a data stack are improvised, often by engineers or product managers moonlighting as data people. The result? Technical debt disguised as progress. #### It's Not Time to "Learn on the Job" You know data's strategic value and want to build the right foundations, but you don't have the time or budget to let your team learn on the job. Paralysis sets in, and decisions get delayed. #### Tools ≠ Platform You've signed up for BigQuery, dbt, or Looker, but without a coherent model or strategy, they sit underused or misused. The stack exists, but the insights don't. ### Our Solution: Collaborative Data Platform Implementation We partner with you to build your scalable data platform through collaborative implementation, knowledge transfer and sharing of best practices with your team in-order to ensure long-term self-sufficiency. #### Proof in Practice: See how we enabled EV charging network Osprey scale their data analytics platform, accelerate their operational reporting and build their data team's capabilities [Read More →](https://rittmananalytics.com/case-studies/osprey) ![Osprey charging station at night](https://rittmananalytics.com/lovable-uploads/b9eb5401-ea3b-479b-bbac-e407fb8abc8c.png) Osprey ![Dagster](https://rittmananalytics.com/lovable-uploads/968ca976-3824-469d-9320-3728a0488312.png)![Snowflake](https://rittmananalytics.com/lovable-uploads/0d930e52-78f6-457e-ae69-043f540f62f4.png)![Snowcat Cloud](https://rittmananalytics.com/lovable-uploads/b414e4f8-ce94-4f89-b4d5-bcb73fe3f545.png)![Embeddable](https://rittmananalytics.com/lovable-uploads/1a278600-bf96-465b-b9d0-c126bae2b885.png) ## We Don't Just Implement Tools. We Build Your Data Foundation. For a growing business, your first data platform is one of the most critical infrastructure investments you'll make. A weak foundation built on ad-hoc decisions will accumulate technical debt and slow you down for years. A strong foundation becomes a strategic asset that accelerates your growth. ![Data Architecture Diagram](https://rittmananalytics.com/lovable-uploads/a30311ba-53d8-4663-8700-574d299bc15f.png) ## It Starts With A Strategic Discovery Sprint Before a single line of code is written, we partner with you in a comprehensive Discovery and Strategy Sprint. This ensures that every technical decision is directly tied to a business outcome and that the platform we build is precisely what you need to succeed. STEP 1 ### Data Strategy Framework We define your strategic goals and the core business questions you need to answer. Our proven frameworks streamline this process from days to hours, establishing a clear value proposition and measurable success metrics for the entire project. STEP 2 ### Discovery of Requirements & Business Problems We are experts at translating your high-level needs into concrete, evidence-based technical requirements. We use a scientific, repeatable process to map your business data solutions, ensuring complete alignment between our teams. STEP 3 ### Design and Data Architecture We design an optimal information architecture and data model that maximizes the performance, cost-effectiveness and consistency of your modern data stack, ensuring high data quality and discoverability from day one. STEP 4 ### Project Roadmap & Agile Delivery Plan With a clear strategy and architecture, we create a detailed, 3-6 month delivery roadmap. We work in agile sprints, delivering continuous value and providing you with a clear timeline and focus for the implementation phase. [Learn More About Our Data Strategy Framework](https://rittmananalytics.com/services/data-strategy-framework) ## From Blueprint to Reality: Agile Platform Delivery The Discovery Sprint provides the strategic blueprint. We then move into a collaborative, agile delivery process to bring your data platform to life. Working in focused sprints, we typically tackle subject areas one by one, building out: ![Data pipeline diagram](https://rittmananalytics.com/lovable-uploads/67cbe393-8df0-4b67-bce7-cacff2fa96ed.png) ### Automated Data Pipelines Engineering solid and reliable pipelines to centralize your application, database and customer event data. ![Data modeling diagram](https://rittmananalytics.com/lovable-uploads/be85f08b-26a4-4525-8b7b-bdc83dd3f60f.png) ### Data Architecture & Data Modeling Translating the logical design into an optimized warehouse structure and data platform. ![Dashboard UI](https://rittmananalytics.com/lovable-uploads/77ed01d6-566a-4cfa-a674-0a3a684dba55.png) ### Dashboards, Reports & AI Creating the initial set of high-value dashboards and agentic workflows that deliver immediate insights. Engagement Models ## Three ways to work with us Defined scope, named senior team, no surprises. Every engagement starts with a discovery call. ### Discovery & strategy sprint 2-4 weeks · fixed price from £8k - Stack and data audit, stakeholder interviews - Target architecture and semantic model design - Costed roadmap you could run without us Most Common ### Platform build & delivery 3-6 months · agile sprints from £30k - Pipelines, warehouse, semantic layer, BI & AI - Working software every two weeks - Knowledge transfer built into every sprint ### Embedded team & enablement Monthly · flex up or down from £10k/mo - Senior consultants working inside your team - Shared Slack, stand-ups and sprint goals - Coaching that makes us progressively unnecessary These are typical figures. Every scope is priced after the discovery call, and we'll tell you if a smaller engagement would do.