Articles

Useful ideas for running the work your business buys.

Practical articles on third-party spend, sourcing, vendor governance, operating systems, and AI in the real world. Every article includes a resource you can actually use.

Topics
Illustration of a buyer holding a Rate Bridge chart that steps down from the old price to the new price, beside a phone on a call with the account team, a sticky note that says show me the bridge, and a calendar with budget season circled.

What Really Happens When You Ask for a Rate Reduction

Sourcing & NegotiationSeptember 23, 2026 · 12 min read · Alex Rochlitz, Founder

Your procurement savings target is the first thing a good account team studies about you, because they don't have to make your company cheaper, only the line you're measured on. Here are the four plays a provider runs after you ask, the six places a lower price can actually come from, and the one sentence that stops you accepting a number you can't explain later.

Read the article → Includes: Buyer Negotiation Blueprint and Rate Reduction AI Kit

All articles

A delighted founder rides a glowing computer cursor into a tunnel of invoices and mirrored reflections.

My $4K Cursor Hallucination

AI, HonestlyJuly 23, 2026 · 10 min · Alex Rochlitz, Founder

The invoices were not the painful part. The painful part is that I was thrilled while they piled up, because I thought I had finally cracked the code. I had not. Here is what two months inside an AI hall of mirrors taught me about what hallucination actually means, why it keeps happening to me, and the QA system that gets you out.

Includes: The AI QA Tool

Resources

Practical tools & templates

A compact library of the scorecards, self-checks, worksheets, and operating templates paired with each article. Use the search above as the library grows.

Get ScaleX Weekly

A personal note from Alex, one Outsourcing Insights Article, one practical tool or resource, and a short ScaleX and Maxx update. Subscribers receive it before LinkedIn.