Signal over noise.

ISM at 55.6, sodium-ion factories breaking ground, iron-air shipping from West Virginia. Here's the procurement lens on what a four-year manufacturing high actually means for cost models and vendor strategy going into Q4.

Manufacturing expansion at a four-year high while DRAM contract prices escalated 13–18% QoQ and Peak Energy picked Sacramento for America's first commercial-scale sodium-ion factory. Three signals, one cost story.

When GM commits to manufacturing sodium-ion cells commercially, it's not a technology story — it's a supply chain inflection. NAND hit a record $46B in Q1. Factorial listed on Nasdaq. The vendor landscape is moving faster than most procurement functions can track.

Gartner pegged agentic SCM software spend at under $2B in 2025 and $53B by 2030. That's not a forecast about software — it's a forecast about how procurement functions will be staffed and audited. Here's what I've built and what the gap still is.

Gartner's April forecast put agentic SCM software spend at $53B by 2030. What that misses: the value isn't in the software spend, it's in what becomes possible when a two-person procurement team can manage 200 vendors with full audit trails. That's the diligence conversation changing.

Industrial electricity hit +8.6% year-over-year by February. If you're running a domestic CM program, that number isn't in your contract — but it's in your conversion cost. Here's how to model it before your CM passes it through.

AI demand triggered a DRAM and NAND supercycle entering 2026. If you're sourcing BMS components for a battery program, the embedded electronics cost stack just moved materially. Here's what the memory price trajectory looks like and what to do about supplier contracts.

The December contraction (47.9) flipped to 52.6 expansion in January, with New Orders surging nearly 10 points. That's not just a macro headline — it's a signal about CM capacity, lead times, and what your Q2 sourcing leverage actually looks like.

ISM closed 2025 at 47.9 — contraction. The Fed cut to 3.50–3.75% and signaled a pause. DRAM prices were beginning to move. Non-lithium battery manufacturing was still a narrative. Here's what that baseline looked like and why eight months later the picture is almost unrecognizably different.