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Service — Product Development

Full-stack engineering for data- and AI-driven products.

We design and ship the web and mobile products that sit on top of your data and AI work — architecture, infrastructure, and interface, built by the same team that built the layer underneath.

Why teams call us

The model works. There's no product around it.

The problem

A great backend, no front door

The data pipeline and model are solid, but there's no product wrapped around them — or the product and data teams have never talked.

Our approach

One team, start to finish

One team designs the architecture, builds the product, and wires it to the data and AI systems underneath, end to end.

The outcome

Something users actually touch

A shipped product your users actually use, built on infrastructure that scales past the first hundred users.

What's included

Four pieces, built as one system.

Each one works standalone, but they're designed to fit together — most engagements start with one and grow into the rest.

Full-stack web & mobile apps

Production applications, not prototypes, built for the scale you actually need rather than a hypothetical one.

API & systems architecture

The integration layer between your product, your data platform, and the third-party systems you already depend on.

Cloud infrastructure & DevOps

Deployment, CI/CD, and monitoring set up from the first release, not bolted on after something breaks.

Design systems & UX

Interfaces designed around the workflow, with a design system that stays consistent as the product grows.

Where this shows up

Built for domains where the data has consequences.

This work shows up differently depending on the sector — see the full domain breakdown on the homepage.

Learning platforms (Education) Patient-facing products (Healthcare) — e.g. Vitaro Campus safety & management — e.g. Suraksha Right-sized product work (SMBs)

Have a model or dataset with no product wrapped around it? Let's talk.

info@krivedaai.com