The Data Product Factory
Dataknobs resolves the tension between deep R&D and rapid market validation, providing the fastest way to ship and prove trusted data products.
Discover HowClosing the Gap Between R&D and Validation
“Data products generally require validation both of whether the algorithm works, and of whether users like it... builders face an inherent tension between how much to invest in the R&D upfront and how quickly to get the application out to validate that it solves a core need.”
– Harvard Business Review
This core challenge leads to failure. Products are either over-engineered without user feedback or shipped too quickly without the necessary quality and governance. Dataknobs provides the integrated factory floor to solve this.
An Integrated Data Product Factory
From raw data to governed applications, our platform streamlines the entire lifecycle.
Kreate
The creation engine. Transform raw data into interactive, intelligent products. Kreate unifies GenAI, Agentic AI, and traditional engineering to generate new data signals, interfaces, and assistants with speed and reliability.
Accelerate Speed-to-Market
Knobs
The experimentation and diagnostics layer. Knobs are tunable levers that allow you to experiment, validate, and optimize data products, from algorithms to user interfaces. They bridge the gap between R&D and user validation.
Validate Performance & Adoption
Kontrols
The governance and trust engine. Kontrols embeds guardrails across data, infrastructure, models, and business processes, ensuring every data product remains secure, compliant, explainable, and aligned with business goals.
Ensure Safe & Sustainable Cycles
Why Choose Dataknobs?
Build faster and safer, with validation at the core.
Fast + Safe
Enable rapid prototyping with built-in governance from day one.
Validation at Scale
Close the loop on both algorithmic correctness and user experience.
True Factory Model
Move seamlessly from raw data to insights to governed, user-facing applications.