AI software for tool & die shops

AI software for tool and die shops.

Long-lead, one-of-a-kind builds priced mostly on gut feel, and thirty years of know-how walking toward retirement. CitrusWeb gives tool rooms live job costing, honest schedules, and a place to keep the knowledge.

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<5%
typical mold and tool quote hit rate: estimators quote dozens of builds to win a handful (MoldMaking Technology)
~20%
estimate-to-actual cost variance on tools priced from experience and spreadsheets (MoldMaking Technology)
70%
of critical undocumented knowledge can leave with a single retirement (NAM / Manufacturing Institute)

Sources: MoldMaking Technology and PlasticsToday estimating coverage; NAM and Manufacturing Institute workforce data. Quoting is the tool room's most expensive habit, and its hardest to see.

// Where AI helps in your shop

Where AI helps in tool & die shops.

Costing truth on long builds

A die build that runs months hides its losses well. Live job costing shows burn against estimate while there is still time to act.

Schedules that survive reality

One-of-a-kind work does not fit repetitive MRP. Works schedules high-mix, long-lead jobs with the floor's real capacity.

Capture the veteran's head

The setup tricks, the customer quirks, the "we tried that in 2009": an AI knowledge base your shop can question in plain English, grounded in your own records.

Quote complex work faster

AI-assisted estimating drafts from your history of similar builds, and your toolmaker approves it.

Read the manufacturing brain drain, quantified, see CitrusWeb Works, or start at AI software for manufacturing.

// What shops use today, and where it falls short
Experience & spreadsheets for quoting

Most tool and mold builders estimate from memory and a spreadsheet, and often end up with wrong calculations: over-quote and lose the order, or under-quote into a loss. Estimate-to-actual variance around 20 percent is common.

Multiple estimators, tiny hit rate

Large mold shops run several estimators quoting dozens of tools a week to win a handful; typical acceptance rates sit in the low single digits, so most of that estimating labor never converts.

The binder / tribal knowledge

The judgment that runs a one-of-a-kind build lives in one veteran's head. Every "document everything" initiative fails the same way: writing it down is a second job, and the notes are stale before anyone needs them.

Generic ERP job costing

Built for repetitive work, awkward for long, one-off builds. Costing truth arrives after delivery, when a losing job can no longer be saved.

Sources: MoldMaking Technology and PlasticsToday estimating coverage; NAM workforce data. CitrusWeb speeds the many quotes and keeps the knowledge, priced per shop.

// Questions shops actually ask
Can AI really capture tribal knowledge?+
It captures what you feed it: job notes, setup sheets, photos, closeout debriefs. The AI retrieves and explains from your records; it never invents an answer.
We are a small room. Is this overkill?+
CitrusWeb tools are single-workflow and flat-priced. Start with the one that hurts, usually costing or knowledge, and add later.
Does it replace our ERP?+
No. It runs beside whatever you have, including nothing but spreadsheets.
Who owns the knowledge base we build?+
Ownership is set out in your project agreement and agreed before any build starts.
// Related industries
Injection MoldingCNC MachiningAll manufacturing
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