Shopfloor AI deployment for Afrimat · Powered by Intelligent Shopfloor

Ask your shopfloor. Get answers instantly.

The ShopfloorAI Agent for Afrimat lets operators and engineers query production, downtime, safety, and maintenance in natural language — securely and in real time.

AI
Afrimat Shopfloor AI Agent
Conversational Ops • Real‑time
Show me WO requirement attainment report for June 2025
The Work Order Requirement Attainment Report for June 2025 shows the following: June 2025: Total Work Orders: 30887, On-Time Work Orders: 17347, Schedule Adherence %: 56.16%
Only for planned maintenance orders
The Work Order Requirement Attainment Report for Planned Maintenance orders in June 2025 shows the following: June 2025: Total Work Orders: 1648, On-Time Work Orders: 1158, Schedule Adherence %: 70.27%

Why ShopfloorAI Agent for Afrimat?

Empower frontline teams with natural‑language answers — no dashboards, no delays. Secure, governable, and built for industrial reality.

Natural Language Insights

Ask in plain English (or preferred language). Get precise, contextual answers instantly.

Real‑time & Historical

Tap MES, SCADA, CMMS, ERP, and time‑series data with proper lineage and context.

On‑prem or Hybrid

Deploy fully on‑prem for governance, or hybrid with strict network boundaries.

Proactive Safety & Maintenance

Push deviations, safety alerts, and suggested work orders before issues escalate.

How it works

Step 1
Connect data

Secure connectors to MES/ERP/SCADA/IIoT. Curated semantics and guardrails ensure valid answers.

Step 2
Chat naturally

Operators ask: “OEE of Line 3?” “Why did Machine‑5 stop?” Suggestions guide first‑time users.

Step 3
Answer & Action

Get instant answers, links to detail, or create work orders & alerts directly from chat.

Tailored use cases for Afrimat

Scenario Operator Query Response / Benefit
Production Throughput “What’s the hourly output of Plant B?” Current output + trend + shortfall prediction; quick root‑cause links.
Downtime Diagnosis “Why did Conveyor‑2 stop?” Trip analysis from logs; recommended checks; option to create WO.
Maintenance Scheduling “Which machines need servicing this week?” Prioritized list with parts availability and calendar alignment.
Safety / Alerts “Any safety incidents today?” Incident feed & KPIs; push notifications for thresholds/deviations.

Technical & deployment

Architecture overview
Hybrid agent runtime integrates with Afrimat systems via secure connectors; responses are grounded with provenance and audit logs.
Integrations
MES, SCADA, CMMS, ERP, historians, IoT brokers. Role‑based access, rate limits, redaction, and PII controls included.
Security & governance
On‑prem/hybrid options, VPC peering, audit trails, least‑privilege, encrypted at rest and in transit, content filters.
Localization
Multilingual prompts, units, and number/date formats aligned with site and shift needs.

Try the live Agent

Open the Afrimat Chat Agent in a new window to ask about throughput, downtime, or safety. Use the suggested prompts to get started.

Open Agent
  • “What was Plant B’s output this hour?”
  • “Any unplanned downtime in the last 60 minutes?”
  • “Which machines are due for service this week?”
Sample Queries
Work Order Volumes and Slicing
Give me WorkOrder count by required month
Break up of WorkOrders by status for the month of June 2025
Show me the details of the above work orders where status was "Work Paused"
Show me the details from the WorkOrderTask table for above work order)
Standard Report Slicing
Show me WO requirement attainment report
Only for planned maintenance orders
I want WO requirement attainment report only for Anthracite
Only for Anthracite Mine and planned maintenance orders

Start a pilot

Tell us about your site and top 3 use cases. We’ll help you launch a secure pilot aligned to Afrimat’s governance.

  • On‑prem or hybrid deployment
  • Role‑based access and audit trails
  • Fast value with targeted use cases

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