WirewalkAI Commission an engagement

The Operating Review › Industries › Manufacturing

Manufacturing

Standard cost said one thing. The line said another.

“That job was quoted at thirty points. It cannot have come in at nine.”

Product margin is calculated from standards, and standards are refreshed less often than anyone admits. When they drift, every downstream decision — what to quote, what to promote, what to discontinue — is made on numbers that stopped being true.

Your words, not ours.

Where it concentrates here

Five places the money tends to go in manufacturing. Each one is concentrated — a single agreement, a single queue, a single account nobody reviews — which is why sampling walks straight past them.

  1. Standard costs last genuinely rebuilt several years ago, so reported margin by product is a well-formatted guess.
  2. Scrap and rework booked to a variance account that is reviewed in total and never by line, so a single bad process hides inside an acceptable aggregate.
  3. Freight accessorials — detention, demurrage, fuel, redelivery — turning a negotiated rate into a materially different paid rate.
  4. Obsolete stock carried at cost because writing it down needs an authorization nobody wants to sign.
  5. A single-source component with no alternate qualified, priced accordingly and reviewed never.

Not every manufacturing is the same business

Where this data actually lives

Named because it changes what the intake asks for. An extract from one of these has known gaps, and the review is built around them rather than surprised by them.

Reported in your numbers, not ours

The obligations that set the deadlines

What the review would ask you for

7 requests written for manufacturing and asked of nobody else — 3 of them core. They sit alongside the operating spine every business has — finance, revenue, receivables, payables, contracts, people, IT, operations, risk, commercial and governance — which is 107 further requests.

Anything you do not have can be skipped in one click, with a reason. The intake is completed in the client portal, which saves each answer as it is given and can be returned to as often as you like.

When this stops being interesting and becomes urgent

Who this involves

Who commissions it

Operations directors, plant managers and CFOs. Phase one is priced before phase two is discussed, the report is yours either way, and we take no vendor commissions or referral fees on anything we recommend.

See the proposal and the price Talk it through first

The proposal sets out the sequence week by week, what we would need from you, and what it costs for your number of operating units. No call required to see the number.

Closest to this

Operations that share more with manufacturing than the sector label suggests.