AI-Powered Applications With AI at the Core
An AI product is not a model with a text box in front of it. It is retrieval, context, guardrails, and the ordinary application engineering that makes all of it dependable.
What we build
The demo convinced everyone, and turning it into something customers can rely on daily is a different piece of engineering.
Products with AI at the core, from LLM integration and retrieval systems through to production operation.
Schedule a Free Consultation- The model inside a product
Interface, application, and data layer built around the model rather than bolted onto it afterwards.
- Grounded answers
Retrieval wired to your own data, so output comes from your content and not from the model's memory.
- Guardrails and evaluation
Output validation, fallbacks, and a way to measure answer quality before release and after it.
- Cost and latency in view
Token spend and response time measured from the first week, because with AI both are operating costs.
What we work in
The tools this work runs on, and what each one is here for.
ClaudeReasoning, tool use, and long-context work.
OpenAIGPT models where they score better on the task.
LangChainOrchestration for chains, tools, and agent steps.
QdrantVector search behind retrieval and grounded answers.
PythonThe service layer around the models and the data.
AWSWhere inference, queues, and storage actually run.
The rest of what we build
Most engagements touch more than one of these. Start wherever the problem actually is.
AI & Machine Learning
Ship AI features that survive production, from LLM integration and retrieval through to operating them reliably.
UI/UX Design
Product design with clear user flows, readable screens, and a system that keeps both consistent as the product grows.
Front-End Development
Build front ends designed for performance, accessibility, and the devices your customers actually use.
Back-End Development
Develop secure, scalable back ends, data layers, and infrastructure that stay reliable under load.
Mobile Development
Launch iOS and Android apps with fast starts, reliable sync, and a consistent experience on each platform.
QA Automation
Ship release-ready software with automated coverage of the journeys a failure would actually reach.
Start With the Problem
The technology itself is only part of the solution. We focus on building systems that are reliable, maintainable, secure, scalable, and cost-effective.