Service Detail
Building & Scaling Data Products
Navigating the complexity of data-driven growth. We help B2B businesses transform raw data into scalable, high-value AI products and commercial offerings.
Transforming Data into Commercial Value
Building and scaling data products isn't just a technical challenge; it's a commercial one. Many B2B companies struggle to bridge the gap between having rich datasets and having products that customers actually want to pay for.
I help you navigate this transition by applying senior-level product thinking to your data strategy. From defining the MVP to building the commercial frameworks and scaling the underlying AI, we ensure your product roadmap is obsessed with market outcomes, not just engineering complexity.
Who this is for
- Early-stage data start-ups defining their first commercial product offering.
- Growth-stage AI companies scaling from PoC to enterprise portfolio.
- Established B2B firms looking to monetize their existing proprietary data assets.
- Product leaders needing a neutral third-party to validate high-stakes roadmap decisions.
The approach to building data products that scale
01
Strategic Diagnostic & Alignment
Before building, we identify the high-leverage data assets and align them with your commercial goals. We audit current product cycles to pinpoint where growth is stalling.
02
Agile Framework Deployment
We embed fractional product leadership into your team, instituting lean development cycles and clear accountability. This ensures AI initiatives move from PoC to production rapidly.
03
Continuous Monetisation & Scaling
Our final phase focuses on outcomes. We optimise the product for retention and ARR, ensuring the data products we've built become core profit drivers for your business.
The outcomes you can expect from our partnership
Commercial Viability
Turn raw experimental data into packaged products that customers value, pay for, and renew.
Strategic AI Utility
Move from AI hype to high-utility internal tools and customer-facing features that drive real business metrics.
Operational Speed
Implement operating models that allow your data teams to scale output without linearly increasing headcount.
Leadership Confidence
Reduce risk in product investments. Gain the clarity needed to make bold decisions on roadmap and resource allocation.
“Ritchie transformed our complex data architecture into a commercial product that generated $10m in new ARR within the first year.”
Sarah Jenkins
Head of Product, Meltwater
Scale Your Data Products
Ready to turn your data into a scalable B2B growth engine? Let's discuss your product roadmap and strategy.