LLM Integration

Adding an LLM to your product is easy to prototype and hard to get right in production. Latency, cost, hallucination, and data privacy all need real engineering, not just an API key. We integrate LLMs such as Claude, GPT, and open-source models into existing applications, connecting them to your databases, internal tools, and business logic through clean, maintainable architecture.

We've integrated LLMs into iGaming platforms for player insights and support, FinTech products for document and transaction intelligence, and Healthcare systems for clinical documentation support, always with attention to data residency, access control, and audit logging that regulated industries require.

Where a single model call isn't enough, we build retrieval pipelines, function-calling layers, and caching strategies that keep responses accurate and costs predictable at scale.

When this service helps most

• You have a working product and want to add AI features without a rewrite
• Current AI prototype works in a demo but breaks down at real usage volume
• Need to control LLM costs that are scaling faster than usage
• Regulated data requires careful handling around the model call