Technical and executive whitepapers for CTOs, DPOs and Heads of Data — SLM architecture, LGPD compliance, RAG vs fine-tuning, Shadow AI governance, ROI of API migration. No fluff, data from real implementations.
Executive framework for migrating from public AI: risk assessment, reference architecture (SLM + VPC), LGPD checklist, guardrails governance and ROI.
Download PDF38 audit items on AI use in your company. For your DPO to sign off: legal bases, contracts, PII masking and internal templates.
Download PDFTechnical comparison with 8-criteria table — when to use RAG, when fine-tuning, when to combine. Real case from Brazilian retailer (BRL 18k → BRL 2.4k/month).
Read article256K context window, MoE with 3.3B active parameters, FP8 + vLLM. How MDA's reasoning engine operates in production for mid-market Brazilian companies.
Read tech briefThe 4 LGPD principles that public LLMs violate daily. CLOUD Act, international transfer, right to explanation, Shadow AI — and how MDA covers them.
Read dossierHow to migrate from GPT-4 / Claude to private SLM while keeping the OpenAI SDK. Real case: 12 devs, USD 8.4k → USD 1.7k/month. Setup in ~30 seconds.
Read tech brief