Build & Integrate · Service 008
LLM Consulting & Optimization
Select the optimal model architecture for latency, accuracy, and unit economics.
Schedule Scoping Session
Typical Cadence: 3–6 weeks
Executive Summary & Architectural Scope
Navigate the complex landscape of proprietary vs. open-source LLMs (Claude, GPT-4, Llama 3, Gemini). We optimize latency, context caching, and GPU/API expenditure.
Best For: Engineering teams building high-throughput AI applications.
Core Deliverables
Model Benchmark & Tradeoff Report
Intelligent Query Router Architecture
Context Caching & Quantization Setup
Continuous Eval Harness
Commercial Outcomes
60–80% cost reduction through intelligent routing & caching
Sub-second inference response times
Model sovereignty with open weights where required
Ready to implement llm consulting & optimization?
Book an introductory 45-minute working session. We will evaluate feasibility, data requirements, and provide a clear timeline in writing.