Research
Quantified insights for enterprise AI leaders — built for citation and digital PR.
Enterprise AI Failure Rate 2026
Survey data: over 80% of enterprise AI initiatives stall before governed production go-live.
Pilot to Production Gap
Quantifying the average 18-month gap between POC and production in financial services.
Context Engineering Adoption
How many enterprises have unified context infrastructure ready for agents.
FDE Effectiveness Study
Production go-live rates when FDEs embed vs traditional consulting models.
AI Governance Spend Trends
Where regulated enterprises invest in governance vs model spend.
Accelerator ROI Benchmark
Time-to-value and risk reduction from structured accelerator engagements.
Agent Incident Frequency
Reported production incidents and mean time to remediate in banking AI.
Eval Harness Adoption Rate
Percentage of enterprises running automated eval before production go-live.
Shadow AI Prevalence
How widespread unsanctioned AI tool use is in regulated firms.
Enterprise AI TCO Benchmark
Total cost breakdown: models, integration, operations, and risk.
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