Demos are not evidence
A smooth demo can hide setup work, human correction, narrow task design, and fragile reliability.
Agentic Systems Audit • July 2026
Intelligence is not speed. Intelligence is useful delay reduction.
SLDI Research audits whether AI-agent systems actually reduce delay, cost, supervision, risk, and decision failure — or merely produce faster output with hidden work behind it.
The market has AI claims. It needs audit.
Agentic products are being sold through impressive demos, automation language, and productivity promises. SLDI asks the harder business question: what actually improved?
Speed is not intelligence
Fast output is useful only when it reduces total delay, error, review time, and decision friction.
Automation can create hidden work
Some systems shift the burden from execution to monitoring, correction, prompt management, and cleanup.
“A system is intelligent only to the extent that it reduces the cost of arriving at a better decision.”
SLDI — Law of Delayed Intelligence
What SLDI measures
- •Real time saved from beginning of task to verified usable outcome.
- •Total human supervision required before the result can be trusted.
- •Error reduction across repeated runs, not isolated examples.
- •Decision delay reduced for teams, operators, buyers, and founders.
- •Hidden work created through correction, rechecking, handoff, or system drift.
First focus: Agentic Systems Audit
We evaluate AI agents, workflows, and automation products through practical outcome measures that matter to businesses and buyers.
For founders
Turn product claims into credible proof, identify failure zones, and sharpen market positioning.
For buyers
Understand whether an agent will save money and time after training, monitoring, and correction are counted.
For analysts
Compare AI-agent systems through delay, reliability, cost, and operational burden instead of hype alone.
Public Agentic Systems Audit — July 2026
SLDI Research is preparing first-stage audit notes on AI-agent products and workflows. We are open to serious submissions, collaborations, and early audit requests.