Most automation is over-engineered, fragile, and expensive to maintain. We apply a razor-sharp philosophy: if a simpler path delivers the same result, we take it every time.
"Entities should not be multiplied beyond necessity."
— William of Ockham, 14th CenturyA better prompt beats a new tool. Always.
If it needs babysitting, it's an employee — not automation.
The simplest path to the result wins. No exceptions.
We apply Occam's Razor across two domains — lean AI consulting and automated financial intelligence.
We audit and rebuild AI workflows for independent consultants and small teams. No bloat, no unnecessary subscriptions — just lean, stable automation that runs itself.
Real-time SEC forensic analysis powered by automation. Our Signal Sentinel monitors filings, detects anomalies, and delivers high-signal intelligence — while you sleep.
InsightfulAgents.AI is founded by John Gillespie, a former Professional Scrum and Kanban trainer with 7+ years of experience helping teams cut complexity. Today, that same philosophy drives everything we build — from lean AI workflows for consultants to automated financial intelligence systems that monitor the SEC around the clock.
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