Context & Data
Accuracy & Trust
Engineering Tax
Observability & Governance
Cost at Scale
Time-to-Value
summit · production
death zone — where pilots stall
base camp — graveyard of PoCs
The Enterprise AI Gap
The Gap Isn’t Building PoCs.
It’s Delivering Value in Production.
Everyone reaches base camp. Only few make it to summit
01 — Pre-Agentic · the lowland
Humans did the thinking.
Applications executed predefined logic
Work spanned systems, teams and data silos
Intelligence required specialized teams and time
02 — Agentic Promise · base camp
AI learned to think,
reason & act.
LLMs made reasoning and automation accessible
Agents and copilots could be built in weeks
Enterprise experimentation exploded
03 — Production · summit
Now the challenge is production.
Agents need governed enterprise context
Accuracy, reliability and cost get tested at scale
Days to prove; months to operationalize
The question has shifted — from
“Can AI do this?” to
“Can we run it in production, at enterprise scale?”