AI Software for Manufacturers

AI software for the shop floor.

CitrusWeb builds AI software for manufacturers — both its AI-native manufacturing platform, CitrusWeb Works, and custom AI built for specific shop-floor problems. The goal is one intelligent view of production, scheduling, and the floor, with AI that helps you see problems before they cost you.

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// 01 — What CitrusWeb offers
Platform

CitrusWeb Works

An AI manufacturing platform (MES) that unifies production, scheduling, and real-time visibility.

Explore Works
Service

Custom AI Development

Agents and applications built for your specific processes, machines, and data.

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// 02 — The case
~50%less equipment downtime with AI-driven predictive maintenance (and 10–40% lower maintenance costs).

AI-driven predictive maintenance can cut equipment downtime by up to ~50% and maintenance costs 10–40%. With 78% of organizations now using AI, the manufacturers pulling ahead are the ones putting the floor on a modern, AI-native platform.

McKinsey ↗Stanford HAI, 2025 ↗
// 03 — Where AI helps on the floor

From end-of-shift guesswork to real-time truth.

Real-time visibility instead of end-of-shift guesswork
Predictive alerts for downtime and schedule slips
Production and scheduling on one customizable platform
Quality and traceability

Put your floor on one intelligent platform.

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// Built for your kind of shop

Every floor is different. The software should know yours.

Industry

CNC Machining

Quote in hours, schedule off the whiteboard, and see jobs after the traveler prints.

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Metal Fabrication

Cut, form, weld, finish: one live schedule for a high-mix floor.

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Tool & Die

Costing truth on long builds and a home for your veterans' knowledge.

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Injection Molding

Press uptime, mold maintenance with receipts, live cycle visibility.

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Aerospace & Defense

AS9100 evidence, faster first articles, calibration that passes audits.

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Medical Devices

FDA traceability, CAPA that closes, training records that hold up.

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// Where the money actually leaks

The floor loses money in a few predictable places.

These are the leaks the numbers keep pointing to, drawn from industry benchmarking, not our own marketing. Each one is a workflow CitrusWeb attacks directly.

24–35%

of quotes win. Most quoting labor produces no revenue, and slow quotes lose the award before you cut a chip.

Fabrication
<5%

mold and tool quote hit rates. Estimators quote dozens of builds to win a handful, priced mostly on gut feel.

Tool & Die
60→85%

the OEE gap. Typical shops run near 60% against a world-class 85%, so the capacity is bought and paid for but never seen.

CNC Machining
6.8–9.4%

of sales is cost of quality for regulated makers. Two-thirds of it is the cost of poor quality: rework, remediation, and failed audits.

Medical Devices

Sources: FMA and MoldMaking Technology benchmarking, TPM/OEE standards, McKinsey cost-of-quality research. Full detail on each vertical page.

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See it running on your business, not a slide deck.

Tell us what you’re trying to do and we’ll show you the closest platform live. If it fits, we tailor it to you. If it doesn’t, we’ll say so. Replies within one business day.

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