Data & AI Products
Data & AI products, shipped end-to-end
Cross-functional teams of product, design, ML and engineering — building data and AI products from first prototype to production scale.
DiscoveryMVPML engineeringProduct designMLOpsScaling
Data & AI Products
Why Liplyn Information Group for your sector
Product discovery
Validate value, feasibility and viability before you build.
MVP in weeks
Ship a working prototype that real users can test.
Cross-functional team
Product, design, ML, data and engineering in one squad.
Outcome-driven
Adoption, retention and revenue — not just shipped features.
How we work
One squad accountable for the product — from problem framing to live users, with weekly demos and clear outcomes.
Opportunity assessment and product framing
Rapid prototyping with real data and users
ML model development, evaluation and monitoring
Product design system and UX research
Production engineering and MLOps
Scale-up, adoption and continuous discovery
Pitch your product
Share the problem you want to solve. We'll propose a squad and a path from prototype to production.
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All articlesBuild a data or AI product users love
Stop shipping models nobody uses. Build products with adoption baked in from day one.
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