Large language models like Claude and GPT can transform your product — if they're integrated properly. We design and build production-grade LLM features: summarization, extraction, classification, drafting, translation and conversational interfaces, engineered with the guardrails real businesses need.
We handle the hard parts: prompt engineering, evaluation, cost control, latency, fallbacks, data privacy and abuse prevention — so the feature you ship is reliable, not a demo.
Identify where an LLM genuinely adds value in your product, then prove it fast.
Claude, GPT and open-source models integrated with retries, fallbacks and streaming.
Systematic prompts with test suites that catch regressions before your users do.
Models that return validated data and safely call your internal APIs.
Model routing, caching and batching that keep bills and response times low.
PII handling, content filtering and audit logging built in from day one.
Tell us about your project and we'll come back with a plan. No obligation, no cost for the first consultation.
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Grunt Technology