AI-Native Engineering
Initializing AI stack…
Production-grade integrations with OpenAI, Anthropic Claude, Google Gemini, and open-source models — complete with multi-provider failover, semantic caching, streaming responses, and full observability so your AI features stay online and cost-efficient at scale.
Production-grade integrations with OpenAI, Anthropic Claude, Google Gemini, and open-source models — complete with multi-provider failover, semantic caching, streaming responses, and full observability so your AI features stay online and cost-efficient at scale. Our team brings production-grade expertise to every engagement, ensuring your llm integration implementation delivers measurable business outcomes from day one. We architect, build, and maintain solutions that scale with your organisation and satisfy GCC regulatory requirements.
The measurable outcomes our clients achieve with LLM Integration.
Automatic failover across OpenAI, Anthropic, and Gemini keeps your product live even during provider outages.
Semantic caching and intelligent model routing slash LLM costs without compromising output quality.
Per-endpoint cost dashboards and quality scores let you track exactly what your AI is spending and producing.
Server-sent events deliver tokens as they arrive, creating a fast, interactive feel with zero perceived latency.
A structured, transparent process from kick-off to launch and beyond.
Audit existing workflows, identify which features benefit most from LLM integration, and define success KPIs (latency, accuracy, cost-per-call).
Benchmark candidate models on your actual prompts and data for accuracy, latency, cost, and data residency compliance.
Design and document the API gateway with routing logic, semantic caching strategy, streaming handlers, and structured output schemas.
Implement the gateway, instrument every LLM call with Langfuse, and configure real-time cost and quality dashboards.
Simulate production load, validate failover behaviour, pen-test prompt injection vectors, and tune caching TTLs.
Deploy to production with live dashboards, hand over runbooks, and establish an optimisation cadence for cost and quality.
Where LLM Integration delivers the most impact.
The proven technology stack we use to deliver LLM Integration.
Everything you need to know about LLM Integration.
Talk to our team and get a tailored proposal in 48 hours.