SystemForgeStudio
ManufacturingBuildable

OEE & Factory Analytics Platform

Production performance is reviewed from last week's Excel — by then the shift that caused the drop is over and the supervisor has forgotten the root cause.

ROLES:5MODULES:7DELIVERY:6–9 WKSBUILD:₹130K+ starting
Scope This SystemBook a scoping call

CAPABILITIES // WHAT GETS BUILT

What this system delivers for your team

Machine-level OEE dashboard updated every shift showing Availability × Performance × Quality with colour-coded status

Downtime entry by operator with root cause category (breakdown, setup, material shortage, planned maintenance) and duration

Shift production counter linked to target — green/amber/red status visible on shop floor display boards

Quality rejection tracker with defect category and responsible machine — feeds back into OEE quality metric

Week-on-week OEE trend per machine to identify chronic underperformers vs one-off incidents

Alert engine for machines crossing downtime thresholds or falling below OEE target mid-shift

Every build is scoped to your organisation's workflow — features and modules may vary.

PROCESS // HOW I WORK

From scoping call to live system

Scoping Call

A 30–60 min free call to understand your workflow, team structure, and exact requirements. No commitment — just alignment.

Custom Build

I build the system to your specifications with weekly updates. All work is tracked — you see progress before final delivery.

Delivery & Handoff

Deployed to your infrastructure, your team trained, documentation handed over. Optional AMC for ongoing support.

FIT // WHO THIS IS FOR

Who this system is for

Plant Manager / VP Operations / Factory Head

Discrete or process manufacturer with 5 or more production machines or lines whose overall equipment effectiveness is currently calculated manually from shift reports and whose downtime root causes are never systematically tracked

OEE is calculated every Friday morning from data collected on paper during the week — by the time the number is known, five more shifts have run and the low-OEE machine is still underperforming

  • OEE is calculated every Friday morning from data collected on paper during the week — by the time the number is known, five more shifts have run and the low-OEE machine is still underperforming
  • Downtime is recorded as a total number per machine per shift, not by root cause — maintenance cannot tell whether the same machine keeps failing for the same reason or different ones
  • Senior management asks for production efficiency data in the monthly review and gets a summary number with no drill-down — the factory team prepares this report manually every month taking a full day

BEFORE

Shift supervisors fill a production report in Excel at the end of each shift. Downtime is noted as total hours with a general reason. OEE is calculated manually on Friday afternoon. Plant manager reviews last week's performance in the Monday meeting. Machines that chronically underperform are identified only when someone notices a pattern over several weeks.

WITH THIS SYSTEM

OEE is updated every shift for every machine. A display board on the shop floor shows live production vs target. Maintenance engineers see downtime by root cause and identify recurring failures before they become chronic. Plant manager starts each day with a dashboard showing yesterday's OEE, not last week's. Monthly efficiency reports generate automatically.

KEY OUTCOME

Average OEE improvement after 6 months of data-driven management: 12–18 percentage points. Time to identify a chronically underperforming machine: weeks → 3 shifts.

BUILD // WHAT I DELIVER

What gets built for you

Machine-level OEE dashboard updated every shift showing Availability × Performance × Quality with colour-coded status
Downtime entry by operator with root cause category (breakdown, setup, material shortage, planned maintenance) and duration
Shift production counter linked to target — green/amber/red status visible on shop floor display boards
Quality rejection tracker with defect category and responsible machine — feeds back into OEE quality metric
Week-on-week OEE trend per machine to identify chronic underperformers vs one-off incidents
Alert engine for machines crossing downtime thresholds or falling below OEE target mid-shift
DELIVERY: 69 WEEKS

PROCESS // HOW IT WORKS

Every build starts with a scoping call. I understand your workflow, adapt the system to your team, and deliver a detailed price estimate before any work begins.

Free scoping call — no commitment
Custom workflow mapping
Transparent price estimate before build starts
Delivery in agreed timeline

Ready to scope OEE & Factory Analytics Platform?

Book a free scoping call. I'll map your workflow, align the build to your team, and provide a detailed price estimate based on your requirements.

WORKS WELL WITH

These systems are commonly scoped together or phased into a connected build. Let me know during the scoping call if you're considering a multi-system setup — I'll structure the engagement accordingly.

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