Executive Summary

Mid-size manufacturers fail at digital transformation when they buy software before defining a workflow. The fix is a phased, ROI-anchored roadmap that earns budget in stages.

Problem Statement

Mid-size manufacturers struggle to prioritize digital investments with unclear ROI, leading to stalled pilots and skeptical leadership.

Business Goal

Deliver a 12-month phased roadmap that demonstrably improves OEE while staying within mid-market budgets.

User Research

Reviewed industry reports, vendor case studies, and qualitative inputs from one manufacturing operations leader.

Competitor Research

Compared vendor strategies (SAP, Zoho, niche IoT players) on time-to-value and integration cost.

Personas

The Operations Head (wants OEE), the CFO (wants ROI), the Shopfloor Supervisor (wants fewer broken processes).

User Journey

Awareness → vendor demos → pilot → stall. Pilot stalls because metrics aren't pre-agreed.

Pain Points

Unclear ROI, integration debt, change management, training overhead.

Opportunity Identification

Anchor every phase to one CFO-visible metric: OEE in P1, throughput in P2, scrap-rate in P3.

Root Cause Analysis

Tools get bought before workflows are mapped. The right sequence is workflow → metric → tool.

Success Metrics

OEE delta, mean time to repair, scrap-rate, training adoption.

North Star Metric

Operational efficiency gain (OEE) vs baseline, QoQ.

Product Strategy

Sequenced rollout: instrumentation first, ERP second, automation third — each unlocking the next.

Feature Ideas

Sensor retrofit kits, lightweight ERP integration, supervisor dashboard, automated alert routing.

Prioritization

Phase 1 = instrumentation (cheap, fast). Phase 2 = ERP (high effort, structural). Phase 3 = automation (highest impact).

Framework Used

Porter's Five Forces for market read; Business Model Canvas for vendor evaluation.

Wireframes

Expected Business Impact

Modeled 8–15% OEE lift over 12 months in pilot lines.

Risks

Vendor lock-in, integration debt, change resistance from shopfloor staff.

Trade-offs

Slower, sequenced rollout costs early-mover narrative but de-risks the budget.

Future Scope

Predictive maintenance models on collected sensor data; supplier portal integration.

Lessons Learned

In B2B, the roadmap is the product. CFOs buy sequenced certainty, not features.