Industries/Manufacturing
Industry focus

Manufacturing

Factory-floor software that turns machine data into decisions.

We help manufacturers digitize production, MES views, IoT dashboards, quality workflows, and supply visibility, with interfaces operators will actually use.

MES, IoT, and supply chain automation.
18%
OEE lift
35%
Less downtime
1 shift
To train operators
Challenges

What manufacturing teams struggle with

01

Shop-floor reality

Dusty tablets, gloves, and shift changes demand rugged, simple UX.

02

Machine data sprawl

PLC, sensors, and ERP rarely speak the same language.

03

Quality pressure

Defects need fast feedback loops, not weekly reports.

How we help

Solutions we ship for Manufacturing

MES dashboards

Live line status, OEE, and work orders.

Quality systems

Inspections, NCRs, and corrective actions.

Supply visibility

Inbound, WIP, and outbound tracking.

Capabilities

  • MES UIs
  • IoT dashboards
  • Work-order systems
  • Quality management
  • Maintenance apps
  • Supplier portals
  • ERP integration
  • Alerting

What you get

  • 1Plant discovery
  • 2Operator UX
  • 3Data ingestion
  • 4Role-based consoles
  • 5Pilot line launch
Engagement model

How we work with Manufacturing teams

Phase 1

Discover

Plant walk + systems inventory.

Phase 2

Design

Operator-first screens and alarm hierarchies.

Phase 3

Build

Edge/cloud data path and apps.

Phase 4

Launch

Pilot line, then expand.

Technology we use

Stack choices follow your constraints, these are tools we commonly use in manufacturing engagements.

ReactNode.jsTimescaleDBMQTTPythonAWS IoTGrafana

FAQs

Can you work with on-prem constraints?

Yes, hybrid edge/cloud architectures are common in our manufacturing work.

Do you support OT networks?

We partner with your OT team and keep IT/OT boundaries explicit.

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Ready to build for Manufacturing?

Book a discovery call. We'll come back with a scoped plan tailored to your sector.