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Lighthouse Systems

AI score: 66 / 100 Viable with known tradeoffs

MES and OEE platform for continuous improvement in manufacturing

Type: plug-ins / best-of-breed  ·  Tech: modern  ·  Budget: traditional ($70k–$350k/yr)
Core verticals: food & beverage, plastics / chemicals / batch, OEM / industrial
General fit: pharma / nutraceutical, medical / bioscience, automotive
Functions: manufacturing / MES, quality, reporting / BI

Mid-market MES for discrete and process manufacturing. Real-time production monitoring, OEE, electronic batch records, and quality management in a single platform.

Solid mid-market MES from a UK-based vendor with global installations. Particularly strong for food, process, and regulated industries needing electronic batch records alongside OEE and production monitoring. Shopfloor-Online product is accessible; Smartworks is the enterprise tier.

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AI score breakdown, 6 dimensions

SMB implementability 25%52
Mid-market focus. Shopfloor-Online product is more accessible. Implementation typically 3-9 months. UK-based with global operations.
Purpose fit 20%70
Production monitoring, OEE, electronic batch records (EBR), quality management, traceability, downtime analysis, and ERP integration.
Tech modernity 20%68
Modern web-based platform. Cloud and on-premises deployment. Real-time dashboards. OPC integration for machine data.
Documentation quality 15%60
Good product documentation. UK-heritage vendor with global customer base. Implementation methodology documented.
Real user sentiment 10%70
Well-regarded in food and process manufacturing circles. Moderate G2 presence. Strong word-of-mouth in UK/European manufacturing.
TCO transparency 10%32
No public pricing. Mid-market range. Contact UK or regional office for evaluation.

Sources consulted

validate / explore this score: Perplexity ChatGPT Claude Google

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