Thought leadership and trusted advisor perspectives on AI implementation, EDI operations, AP automation, and ERP consulting — written by practitioners who've been inside the environments.
Scope creep doesn't start at go-live. It starts at the discovery call — with one question nobody asked. Here is what that question is, why consultants skip it, and how the answer changes the entire project estimate before a contract is signed.
By the time a duplicate invoice surfaces in your monthly review, the payment is already out the door. Here is what continuous AP anomaly detection catches in the first 30 days — and why the timing of detection is everything.
Most AI projects don't fail because of the technology. They fail because the problem was never clearly defined. We look at the pattern — and what operations leaders should do before signing the next vendor contract.
Scope creep doesn't start at go-live. It starts at the discovery call — with one question nobody asked. Here's what that question surfaces, and how to use the answer before the contract is signed.
Read →By the time a duplicate invoice surfaces in your monthly review, the payment is already out the door. What continuous detection catches in the first 30 days.
Read →When document rejects pile up, the first call goes to the trading partner. It usually shouldn't. Five ERP-side misconfigurations account for most EDI failures.
Read →Most AI projects don't fail because of the technology. They fail because the problem was never defined. Here's what that costs — and what to do instead.
Read →We ran the numbers across six distribution clients. Expedited freight, missed volume discounts, and unmanaged price creep — the total was larger than any of them expected.
Coming Soon →After reviewing over a dozen JDE EDI configurations, the same three gaps appear with enough regularity that we've built a specific diagnostic step around each of them.
Coming Soon →Most AP exceptions follow detectable patterns — duplicate vendor IDs, billing amounts outside contract bounds, timing anomalies. Humans shouldn't be the first line of review.
Coming Soon →It rarely starts with a big change order. It starts with one undocumented assumption in week one. Here's the pattern across Acumatica implementations and how to stop it.
Coming Soon →In construction and manufacturing, cost overruns become unfixable at a specific point in the project timeline. We mapped that window — and built an agent to surface the signal before it closes.
Coming Soon →No vendor content. No listicles. What we saw in real environments — and what it cost.