Metsä Machinery Oy
Industrial maintenance & construction
If you're evaluating an ERP for an industrial buyer (Lemonsoft, IFS, Epicor) — start here.
PO Queue: 1,983 POs auto-coded with predicted cost-centre and approver Project Portfolio: success forecasts for active maintenance & construction work Staffing simulator: swap a person on a project, see P(success) move Anomaly detection on PO coding mistakes In this dataset
Wärtsilä ABB Caverion NCC Konecranes Neste
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Aurora Retail Oy
Multi-channel retail · 24 stores
If you're evaluating an ERP for a retail buyer (Oscar Software, ERPly, Lightspeed) — start here.
Recommendations: cross-sell & similar products via _search + _match Demand Forecast: SKU-level seasonality across 1,800 products Inventory Intelligence: predicted stockouts and tied-capital flags Catalog Intelligence: missing attributes filled in by Aito In this dataset
Valio Marimekko Iittala L'Oréal Verkkokauppa Posti
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Helsinki Studio
Professional services · 42 consultants
If you're evaluating a horizontal ERP for a services firm (Severa, Workday, Visma Severa) — start here.
Project Portfolio: success forecasts for 55 active client engagements Utilization & Capacity: per-consultant load with at-risk allocation flagged What-if forecast: Aito predicts role + allocation for any person × project type Smart Entry on consultant-level vendor invoices (AWS, Adobe, Figma) In this dataset
Adobe AWS Microsoft Figma Slack Eficode
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