We build LLM applications with model routing, prompt and context management, structured outputs, safety controls, evaluation, and cost-aware production architecture.
Generative AI built for business constraints
Useful LLM products require more than a prompt. We engineer context, permissions, structured interfaces, evaluations, monitoring, and fallbacks around the model.
Technology ecosystem
Tools selected for the product, not imposed on it
OpenAI
Azure OpenAI
Python
TypeScriptWhat we deliver
AI copilots
Contextual assistance embedded in customer and employee workflows.
Content intelligence
Generation, transformation, review, and brand-safe publishing workflows.
Structured automation
Reliable extraction, classification, summarization, and decision support.
Model optimization
Routing, caching, latency, token usage, and quality tradeoff management.