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Research Hub v3.0Updated Feb 2026

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.

$571B
Global AI Capex 2026
40%
Enterprise Agent Adoption
+26%
Memory Accuracy Boost
90%
Token Savings (Mem0)
OCI Official

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.

cuOPTA100 GPULogistics

Video Intelligence

Video search, summarization, and content moderation with NVIDIA Cosmos and Parakeet NIMs.

CosmosParakeetMedia

AI-Q Enterprise Reasoning

Enterprise knowledge chat agents. Self-hosted (16 A100s) or managed with OCI GenAI for cost optimization.

NVIDIA NIMsEnterpriseChat

GenAI Search Agent

Intelligent search interface powered by LLMs for employee and customer query resolution. Oracle Fusion integration.

RAGLLMKnowledge
Included in all packs:
PrometheusGrafanaMLFlowKEDAvLLMPostgreSQL

The 5-Layer AI Ops Stack

The complete architecture for production AI operations.

Layer 5
Interface
Open WebUI, LibreChat
Layer 4
Orchestration
LangGraph, CrewAI
Layer 3
Memory
Mem0, Qdrant
Layer 2
Observability
Langfuse, LangSmith
Layer 1
Gateway
LiteLLM, Portkey

2026 Frontier Models

ModelOrganizationKey Achievement
Grok 4.1xAI#1 LMArena (1483 Elo), 65% hallucination reduction
GPT-5.2 ProOpenAIFirst 90% ARC-AGI, 390x cost reduction
Gemini 3 ProGoogleBest multimodal (81% MMMU-Pro)
Claude Opus 4.5AnthropicBest coding (80.9% SWE-bench)
Llama 4 MaverickMetaOpen-weight MoE (400B/17B active)

Get Started

Deploy production AI infrastructure in minutes with OCI AI Blueprints.

Research compiled by FrankX Research Council • 2026

"AI Ops is not a product. It's a practice. The infrastructure you build today determines the intelligence you can deploy tomorrow."