Match-AI - AI colleagues for SMEs

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AI Agents for Manufacturing

From predictive maintenance to smart order processing, concrete AI automation for manufacturing and industrial companies.

Match-AI maakindustrie team en procesomgeving
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Match-AI maakindustrie team en procesomgeving

AI-collega voor jullie branche

Manufacturing companies face unique challenges: complex supply chains, high quality requirements, scarce technical talent, and competition from low-cost countries. AI agents deliver concrete, measurable solutions, already deployed at manufacturing companies today.

Eerste focus: de terugkerende taken waar druk, wachttijd of foutgevoeligheid ontstaat. Daar bouwen we een agent omheen die voorbereidt, controleert en werk overdraagbaar maakt.

AGENT-BLAUWDRUK

Zo maken we hem bruikbaar in je team

Elke pagina krijgt dezelfde basis: concreet werk dat de agent kan doen, waar hij op aansluit en waar je team controle houdt.

01

Wat neemt de agent over?

We kiezen geen losse chatbot, maar één duidelijk werkproces: opvolgen, controleren, voorbereiden, rapporteren of escaleren.

02

Waar sluit hij op aan?

De agent werkt met jullie bestaande tools: CRM, mailbox, kennisbank, formulieren, ticketsysteem of interne documenten.

03

Wanneer blijft de mens aan zet?

Alles wat gevoelig, commercieel of afwijkend is krijgt een heldere overdracht naar je team. AI versnelt, mensen beslissen.

WAAR HET SCHUURT

Do you recognize these pain points?

01

Unplanned machine downtime disrupting production and deliveries

02

Quote processes taking days due to complex configurations

03

Supply chain disruptions noticed too late

04

Quality problems difficult to trace to root cause

05

Technical sales team spending too much time on administration

06

ERP/MES data not being converted into actionable insights

5 AI Agent Applications for Manufacturing

Praktische toepassingen die aansluiten op jullie proces, tooling en team. Geen losse chatbot, maar een werkende AI-collega met duidelijke taken.

01

1. Predictive Maintenance

An AI agent analyzes machine sensor data, detects anomalous patterns, and generates maintenance orders before a machine fails. Integrates with existing PLC systems, no machine replacement needed.

Fault reports reach the planner complete, so a second visit is needed less often

02

2. Smart Order Processing and Quoting

For configure-to-order and engineer-to-order products, an AI agent analyzes customer specifications (including from emails and drawings), validates the configuration and generates a draft quote with production specifications.

Quote requests arrive complete, so estimating does not have to call back

03

3. Supply Chain Monitoring and Risk Detection

The AI agent monitors supplier communications, logistics data and international developments. At-risk situations trigger proactive alternative identification and procurement alerts.

Deviations in quality data surface earlier than in a periodic check

04

4. Quality Control and Root Cause Analysis

The agent correlates quality data from MES/QMS with production parameters and identifies root causes of quality problems faster than manual analysis.

Deviations are recorded with the production context, so the cause can be traced back

05

5. Commercial AI Agent for Technical Sales

Identifies prospects matching your ideal customer profile, writes industry-specific outreach and automatically maintains the CRM, freeing sales staff for complex customer conversations.

Requests arrive prepared, so the conversation is about the content

Frequently Asked Questions About AI Agents in Manufacturing

Do AI agents work in traditional production environments with older machines?
Yes. AI agents don't need to run directly on the machine, they connect with existing SCADA, PLC or MES systems via standard interfaces.
How long does an implementation take for a manufacturing company?
A focused pilot (one application, one production line) is typically operational within 4-8 weeks.
Which systems does the AI agent integrate with?
Match-AI's manufacturing agents integrate with SAP, Microsoft Dynamics, and various SCADA/MES platforms. Custom integrations are always possible.
Is our production data safe with Match-AI?
Yes. All processing happens on EU infrastructure. Production data and sensitive business information are not shared with third parties.
What is the ROI of an AI agent implementation in manufacturing?
Match-AI starts with a 4-week onboarding period for €500 excl. VAT, in which we onboard the AI colleague together with you. After that, you choose whether to extend the trial period. The value depends on the application: with predictive maintenance on the failure history and the cost of downtime, with quote automation on the number of requests and the estimating time.
Do we need data scientists to manage AI agents?
No. Match-AI delivers a turnkey solution including management and monitoring. Your team gets a clear dashboard with KPIs and alerts, no AI expertise required.

How your AI colleague works

One AI colleague that connects everything. Learns from your whole team.

Cyrill distributes the work across one AI colleague per department. They work in your own systems, share one memory and learn from every task your colleagues do with them.

VOLGENDE STAP

AI Agents for Your Manufacturing Company

Schedule a no-obligation consultation with our manufacturing AI specialists. We analyze your processes and identify quick wins.