AI Development Company
That Actually Ships

A working proof of concept is usually ready in 4–6 weeks. A full production system typically takes 3 to 5 months, depending on complexity. We give you a detailed scope with timeline and cost estimates before any work begins, no surprises.

Not always. For use cases like chatbots or content generation, pre-trained LLMs require little to no proprietary data. For predictive models or computer vision, your own labelled data improves accuracy significantly. We help you assess what you have and design a data strategy accordingly.

APIs like OpenAI are great for getting started quickly. Custom models make sense when you need tighter control, lower running costs at scale, or the ability to keep sensitive data off third-party servers. Most of our projects use both, an LLM for reasoning with a custom layer tuned to your domain.

We treat data security as a design requirement, not an afterthought. Sensitive data is encrypted and never shared with third-party APIs unless you approve it. For regulated industries, we can deploy models entirely within your own cloud environment so data never leaves your infrastructure.

Yes. We start with a technical audit, reviewing existing code, model performance, data pipelines, and architecture decisions. From there we give you an honest assessment of what to fix, what to rebuild, and what's worth keeping. We've successfully rescued several projects that other teams couldn't complete.