·CTO / CDO Engineering Benchmark

Logic42 Sovereign Substrate Reference Standard · Apache Iceberg / vLLM Tier-1 · 2026 STATUTORY COHORT

Enterprise Data & AI Architecture Maturity Benchmark

Evaluate your technical stack across high-throughput lakehouse substrates, private bare-metal GPU serving efficiency, semantic FinOps routing, and autonomous agent state-machine depth.

01 · PILLAR

Data Substrates & Ingestion

Apache Iceberg, ClickHouse, Real-Time Streaming

02 · PILLAR

Model Serving & FinOps

vLLM, Bare-Metal GPU, Token Caching

03 · PILLAR

Agentic Architecture

Multi-Agent State Machines, Tool Execution

04 · PILLAR

Operational Autonomy

Build. Transfer. Operate. Team Ownership

• Diagnostic Length: 6 Calibrated Questions (~3.5 minutes)

• Auditor Gating: Immediate Non-Conformity Detection

Logic42 Sdn Bhd · Sovereign Practice · Kuala LumpurMandate: Build. Transfer. Operate.