Manufacturing

AI for the shop floor, not just the boardroom.

We build production intelligence for manufacturers: AI-powered quality inspection, predictive maintenance, production tracking, and supply chain visibility. Built for the realities of Indian manufacturing — MSME-friendly, vernacular-first, and production-grade.

What we build

The complete stack.

Production intelligence

  • Real-time production tracking and dashboards
  • Quality inspection with computer vision
  • Defect detection and root cause analysis
  • Production scheduling and optimization
  • Shift management and workforce tracking
  • Yield and throughput analytics

Maintenance & reliability

  • Predictive maintenance from sensor and production data
  • Equipment health monitoring
  • Downtime tracking and root cause analysis
  • Maintenance scheduling and spare parts management

Supply chain & inventory

  • Raw material tracking and procurement alerts
  • Inventory optimization and reorder triggers
  • Supplier management and lead time tracking
  • Dispatch and logistics coordination

Business operations

  • Job card tracking and costing
  • Workforce management and attendance
  • Customer order tracking and delivery
  • Financial dashboards and reporting

Intelligence layer

  • Computer vision for quality inspection and defect detection
  • Predictive maintenance from production data patterns
  • Demand forecasting and production planning
  • Natural language queries for production data ("What was yesterday's output?")
  • Automated reporting and anomaly alerts

Compliance & security

  • ISO 9001 / IATF 16949 support
  • GST and tax compliance
  • Role-based access control
  • Data encryption in transit and at rest
  • Audit trails for quality records

Integrations

  • ERP systems (SAP, Oracle, Tally)
  • IoT sensors and PLCs (OPC-UA, MQTT)
  • WhatsApp Business API
  • Google Sheets / Excel (MSME-friendly)
  • Payment and invoicing systems
  • E-commerce and marketplace APIs

Why Sitio Labs

Built for this industry's realities.

Built for Indian manufacturing realities

We understand MSME operations — where spreadsheets, WhatsApp, and paper still run the shop floor. Our systems meet you where you are.

AI that works offline-first

Indian manufacturing doesn't always have reliable internet. Our systems are designed to work offline and sync when connected.

Production-grade from day one

Not a dashboard demo. Production systems that handle real production data, real shifts, and real shop-floor conditions.

Questions

Honest answers.

Do you work with small manufacturers (MSMEs)?

Yes. We built AurumOS for jewellery manufacturers — a classic Indian MSME segment. Our systems are designed for businesses that run on WhatsApp and spreadsheets today, not just enterprises with existing ERP systems.

Can it work with our existing ERP?

Yes. We build integrations with SAP, Oracle, Tally, and custom systems. We can also work alongside spreadsheets and paper processes during the transition.

How does quality inspection AI work?

We train computer vision models on your product images to detect defects, surface issues, and dimensional accuracy. The model learns from your quality standards and improves over time.

Do we need IoT sensors?

Not necessarily. We can start with data from production logs, shift reports, and manual inputs. IoT sensors add depth but aren't a prerequisite.

Let's talk about your build.

You don't need to know what tech you need. You just need to know the problem. We'll map it, scope it, and tell you honestly whether we're the right builders for it.