Model & Framework Selection

What's included

• ✓Public API vs. Open-Weight Models — comparative analysis of OpenAI GPT-4o / Claude 3.5 vs. Llama 3 / Mistral for latency, cost, and security.
• ✓Framework Evaluation — architectural comparison of LangGraph, CrewAI, LangChain, and custom orchestration pipelines.
• ✓Benchmarking & Proof-of-Concept Tests — evaluating accuracy, speed, and token cost on your actual business datasets.
• ✓Build vs. Buy vs. Fine-Tune — clear recommendation on whether to adopt off-the-shelf APIs, build custom agents, or fine-tune models.
• ✓Vendor Lock-in Mitigation — designing model-agnostic abstraction layers so you can swap foundation models seamlessly.
• ✓Total Cost of Ownership (TCO) Projections — 12-to-36 month cost modeling comparing API usage against self-hosted infrastructure.