Scalable Large Language Model Architecture & Gateways
Design unified LLM gateways that route requests dynamically between models, enforce safety guardrails, and slash API inference expenses.
Key Capabilities & Technical Architecture
- Dynamic model routing based on query complexity, latency, and cost
- Semantic caching layers reducing redundant inference calls by up to 45%
- Enterprise guardrails preventing prompt injection, PII leakage, and toxic outputs
- Centralized token budgeting, telemetry, and detailed latency observability
- Vendor-agnostic fallback orchestration between OpenAI, Anthropic, and local models
Enterprise Impact & Implementation
Our LLM gateway infrastructure gives enterprise technology leaders complete visibility and control over all organizational AI consumption and spending.