Google AI Studio vs Llama (Meta)

Multimodal input ingests PDFs and images; Function calling outputs JSON directly into accounting software. System instructions lock the extraction schema across all documents.

Llama 3.3 70B runs on private infrastructure with complete control over weights and inference logs. Zero records leave the internal network - financial services runs analysis 40%.

Fine-tuning on 5,000 deidentified patient notes reduces hallucinations from 12% to 2%. Legal teams achieve 85% higher statute retrieval precision after domain-specific training.

Llama API calls via Groq summarize threads, extract action items, and write issue tracker tickets in sequence. 200 weekly meeting notes processed and ticketed in under 4 minutes.