Case Study: Photonics & Optical Instrumentation

Laser-Focused Analytics for Photonics Manufacturing

How a global optics leader collapsed a two-day reporting cycle to 15 minutes, lifted first-pass yield by 4.5 points, and freed engineers to innovate

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Business Context

Building laser modules and precision lenses is unforgiving: a micron-level variance can scrap a $5000 assembly. The client’s ERP, MES, and SPC tools all held pieces of the story, yet executives waited two days for stitched-together spread—sheets—too slow to catch drift in dielectric coatings or diode alignment.

Challenges

  • Streamlined KPIs missed their SLA each month; engineers wasted 25 hrs/week on manual queries.
  • Model Mismatch ERP logged wafers as “lots,” MES as “batch-es,” SPC as “runs,” producing contradictory yields.
  • Yield Leakage Inability to spot early-shift anomalies cost an estimated $150K per week in scrap and rework.
  • Eroding Trust Only 42% of managers said they “fully trust” the numbers used in quarterly reviews.

SmartForge Deployment

Pillar

Delivered Capability

Photonics-Specific Value

Fabric Lakehouse

OneLake ingests 250+ tables every 15 min from ERP; harmonised semantic model across enterprise

Aligns wafer, optic, and module hierarchies for apples-to-apples yield and throughput KPIs

Role-Based Dashboards

200 plus Power BI reports (manufacturing operations, supply chain, inventory, sales)

Engineers see in-process variance before it becomes scrap

Tangible Outcomes (First 6 Months)

Metric

Impact

Report latency

97% faster

First-pass yield

4.5 pts → $1.8M scrap saved p.a.

Quote-to-Ship cycle

35% faster revenue capture

Support tickets

65% IT overhead

Analytics payback

Rapid ROI

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Footprint

7 fabrication plants | 20+ countries served

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Service

Data analytics and AI

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Industry

Photonics & Optical Instrumentation

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Technology

Microsoft Fabric

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Pain

1000+ reports delayed, siloed & mistrusted

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Outcomes

97% faster reporting + 4.5pt first-pass yield $1.8 M annual scrap savings

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What the client said

"We went from arguing about whose spread-sheet was ‘right’ to debating how fast we could reinvest the savings. SmartForge gives us laser-sharp insight exactly when we need it." - VP Operations, Global Photonics Manufacturer