AI systems, built to run in production
Cogniroll takes AI projects from prototype to production: retrieval systems, agentic workflows, and the cloud infrastructure that keeps them fast, observable, and affordable at scale.
Most AI work fails after the demo: retrieval quality drifts, costs spiral, nothing is observable, and no one can say why the model did what it did. We engineer for the part that comes after.
Retrieval systems, tool-using agents, and model-backed features designed with evaluation and guardrails from day one.
AWS architecture that scales on demand and bills by use, defined in code and deployed through CI from the first commit.
The apps around the model. React Native and Next.js products built type-safe end to end and shipped to the stores.
Every model call logged, traced, and attributable, so compliance questions have answers and regressions surface before users find them.
Four stages, each ending in something you can inspect — not a status deck.
We pressure-test the use case against data, cost, and latency limits, and tell you early if a model is the wrong tool.
A narrow slice running on real data with an evaluation set, so quality is a number rather than an impression.
Infrastructure as code, CI/CD, tracing, rate limits, fallbacks, and cost controls before a single user sees it.
We monitor quality and spend in production and iterate, or hand over a system your team can run without us.
Client engagements and our own products — each one live and in daily use.
A passenger booking site and operator portal for the Tadipatri ↔ Bangalore route — schedules, seat maps, tour packages and rent-a-bus enquiries, all configured by the operator.
Three React Native apps — customer, cook and driver — on a fully serverless AWS backend, connecting home chefs with customers and coordinating live delivery between them.
A static marketing website for a Bengaluru-based, AICTE-affiliated software training and certification institute — course catalog, live-project format, and job-assistance track record, all in one fast site.
A closer look at what we've shipped — for clients, and for ourselves.
A home-cooked food marketplace connecting home chefs with customers across India. Three React Native apps, a fully serverless AWS backend, real-time delivery tracking, and payments — built and operated end to end by Cogniroll.
A passenger booking site and operator portal for the Tadipatri ↔ Bangalore route — schedules, seat maps, tour packages and rent-a-bus enquiries, all configured by the operator.
A static marketing website for a Bengaluru-based, AICTE-affiliated software training and certification institute — course catalog, live-project format, and job-assistance track record, all in one fast site.
DevOps utilities for mobile teams: EAS builds, code-signing rotation, and store submissions, automated.
Turns a written brief into production-ready sites, with the generated code reviewed against real build checks.
A control layer for multi-step agent workflows with bounded tool access and full execution traces.
A new AI product, a prototype that needs to reach production, or cloud infrastructure that has outgrown its design — send us the shape of the problem and we'll tell you how we'd approach it.
admin@cogniroll.comWe reply within one to two business days.