AI Operations
Research Hub
The operating layer for human-AI collaboration. Production-ready infrastructure, OCI AI Accelerator Packs, memory systems, and the path to AGI.
OCI AI Accelerator Packs
Production-ready GenAI stacks with NVIDIA enterprise software. Deploy in minutes, not weeks. Full observability included.
Route Optimizer
Fleet management and logistics optimization with NVIDIA cuOPT. 15-30% fuel cost reduction, 20-40% better on-time delivery.
Video Intelligence
Video search, summarization, and content moderation with NVIDIA Cosmos and Parakeet NIMs.
AI-Q Enterprise Reasoning
Enterprise knowledge chat agents. Self-hosted (16 A100s) or managed with OCI GenAI for cost optimization.
GenAI Search Agent
Intelligent search interface powered by LLMs for employee and customer query resolution. Oracle Fusion integration.
The 5-Layer AI Ops Stack
The complete architecture for production AI operations.
Knowledge Base
Mastery-level documentation for AI architects. 400K+ tokens of structured knowledge.
OCI AI Accelerator Packs
NEWComplete guide to enterprise GenAI stacks, industry matrix, deployment sizing
AI Models 2026 State of the Art
Grok 4, GPT-5.2, Gemini 3, Claude Opus 4.5, Llama 4 MoE comparison
Master Architecture
Complete 5-layer stack with 4 reference architectures
Implementation Patterns
6 production patterns with Python code examples
Maturity Model
6-level assessment framework and transition guides
AGI-Ready Systems
Memory hierarchies and self-improvement loops
2026 Frontier Models
| Model | Organization | Key Achievement |
|---|---|---|
| Grok 4.1 | xAI | #1 LMArena (1483 Elo), 65% hallucination reduction |
| GPT-5.2 Pro | OpenAI | First 90% ARC-AGI, 390x cost reduction |
| Gemini 3 Pro | Best multimodal (81% MMMU-Pro) | |
| Claude Opus 4.5 | Anthropic | Best coding (80.9% SWE-bench) |
| Llama 4 Maverick | Meta | Open-weight MoE (400B/17B active) |
Get Started
Deploy production AI infrastructure in minutes with OCI AI Blueprints.