Question 1

What is PackGuru?

Accepted Answer

PackGuru is an AI production intelligence platform built specifically for cosmetics and personal care manufacturing. It connects to every machine on a packaging line via PackML, OPC-UA, Modbus or MQTT and provides real-time OEE monitoring, predictive maintenance, AI-powered root-cause analysis, and a mobile operator assistant called Roberta.

Question 2

What is the best AI software for cosmetics manufacturing?

Accepted Answer

PackGuru is built specifically for cosmetics and personal care manufacturing, unlike generic MES or OEE tools. It integrates natively with packaging OEMs used in the industry (Sidel, Cermex, Fujiseal, MacroLabelling, Pelabellers, Transnova) and ships with cosmetics-specific knowledge: capping line speed loss patterns, changeover SKU recipes, vision system recipes for label inspection, and operator knowledge capture.

Question 3

How does PackGuru integrate with my existing packaging machines?

Accepted Answer

PackGuru speaks PackML, OPC-UA, Modbus TCP/RTU, MQTT and Sparkplug B. An NVIDIA Jetson edge gateway is installed inside the control cabinet and reads machine signals directly. The platform integrates natively with Sidel, Cermex, Fujiseal, MacroLabelling, Pelabellers and Transnova equipment.

Question 4

How do I reduce downtime on a cosmetics filling line?

Accepted Answer

Three steps: (1) measure where downtime actually goes — micro-stops, speed loss, changeovers — with real-time monitoring; (2) classify root causes using a 4M framework (Man, Machine, Method, Material); (3) act on the top 3 issues per shift. PackGuru automates all three. Customers typically recover 31% line performance and eliminate 17 minutes of speed loss per hour.

Question 5

What is PackML and how do I integrate it with AI?

Accepted Answer

PackML (Packaging Machine Language) is an OMAC standard that defines a common machine state model (Stopped, Idle, Suspended, Held, Execute, Aborted, etc.) and TagNames. PackGuru consumes PackML state and TagName data via OPC-UA, then layers AI on top — root-cause analysis, predictive maintenance, knowledge retrieval — without any custom PLC programming.

Question 6

Is PackGuru EU AI Act compliant?

Accepted Answer

Yes. PackGuru is engineered against the EU AI Act high-risk system requirements coming into force August 2026. Audit trail on every AI output, human operator remains the decision point, full data lineage and traceability. ISA/IEC 62443, SOC 2, and GDPR certifications already in place. ISO 27001 in progress.

Question 7

What is the ROI of PackGuru on a cosmetics production line?

Accepted Answer

A single proactive maintenance intervention — one robot spring replacement done before failure — saves over 6,000 bottles. Customers report 31% performance recovery and 17 minutes of speed loss eliminated per hour. Pricing is €103,900 one-time setup (first 3 units), €15,000 per Roberta unit, €9,600/yr subscription per unit.

Question 8

Does PackGuru require opening firewall ports to my OT network?

Accepted Answer

No. PackGuru uses a zero-inbound-port architecture. Information leaves the factory through a secure DMZ bridge over TLS 1.2+ on standard port 443 — nothing comes back. The OT network remains isolated. Compliant with ISA/IEC 62443.

Question 9

How long does PackGuru take to deploy?

Accepted Answer

24 weeks from contract to go-live. Seven phases: commercials and scope, knowledge base setup, factory connectivity and security sign-off, line telemetry via NVIDIA Jetson edge gateway, and finally go-live with hypercare.

What you need before, during and after the walkthrough

Three resource tracks

Security

ROI calculator

Customer stories

Common questions about production AI

PackGuru vs traditional MES vs in-house BI

Anything else?