Where AI claims meet verified evidence.
Independent benchmarks, deployment analysis, and governance research for enterprise AI — from model evaluation to production readiness. Cited by 240+ publications.
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Recent AI & Machine Learning research
Best Hydro Jetting Tampa vs. Drain Snaking (2026): A Research‑Style Comparative Review
Compare hydro jetting Tampa vs. drain snaking in 2026, including costs, effectiveness, ideal use cases, risks, and which drain-cleaning method fits your home.
AI Investment Flows H1 2026: Capital Allocation Patterns and Sector Trends
Analysis of $47B in AI-focused venture capital and corporate investment across training, inference, and infrastructure layers.
Enterprise AI Readiness Index Q3 2026: Frontier Models Consolidate, Mid-Tier Fragmentation Accelerates
Comprehensive evaluation of 24 enterprise AI platforms across deployment speed, governance readiness, model flexibility, and production reliability. 48 pages. Methodology published. Conflicts disclosed.
Foundation Model Cost-Performance Matrix 2026: The Hidden Economics of LLM Operations
Total-cost-of-ownership analysis across 18 frontier models, measured against 12 production workloads. 36 pages.
EU AI Act Phase 2 Compliance: Enterprise Readiness Assessment
Gap analysis of Fortune 500 preparedness for September 2026 enforcement. 28 pages with remediation roadmap.
AI Agent Infrastructure: Who Owns the Orchestration Layer?
Value-chain mapping across 47 vendors, with exclusive deployment data from 120 enterprise rollouts. 52 pages.
Rigor, not opinions.
Define
Fixed criteria published before any vendor is named.
Collect
Primary data, interviews, filings — on the record.
Review
Named reviewers evaluate methodology and evidence.
Publish
Methodology, limitations, conflicts — all public.