Retail — Inventory, Supply Chain & Replenishment

Retail Vendor Performance Scorecard

Score vendors across OTIF, fill rate, quality, and cost variance.

Key Capabilities

  • Ingests supplier otif and fill rate history with minimal transformation
  • Applies deterministic, auditable scoring rules — no black-box logic
  • Delivers ranked, prioritised recommendations with clear rationale
  • Supports what-if scenario testing with instant recalculation
  • Exports results to Excel / CSV for downstream workflow integration
  • Configurable thresholds and parameters via a structured JSON file

How It Works

Retail Vendor Performance Scorecard computes a composite performance score for each entity (store, supplier, driver, etc.) using a weighted multi-metric formula. Entities are then ranked and segmented into performance tiers (e.g. Tier 1 / 2 / 3). The scorecard is fully transparent — every weight and formula is documented and configurable.

Inputs Required

  • Supplier OTIF and fill rate history
  • Purchase order and goods receipt records
  • Supplier cost and quality variance data

Outputs & Deliverables

  • Ranked scorecard with performance tier classification
  • Peer benchmarking table and gap analysis
  • Improvement priority list with impact estimates

S-Clever Services

Every accelerator can be taken further. S-Clever offers a full range of professional services to help your organisation build, enhance, and own a high-performing analytics practice.

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Strategic Consulting

S-Clever partners with leadership teams to design analytics practice roadmaps, operating models, and capability strategies that align to commercial priorities.

  • Analytics practice design and maturity assessment
  • Data and AI strategy development
  • Centre of Excellence (CoE) design and governance framework
  • Executive storytelling and board-level analytics narratives
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Pre-Sales Support

We support client-facing teams with compelling demonstrations, RFP responses, and proof-of-concept builds that accelerate deal velocity and build buyer confidence.

  • Tailored accelerator demonstrations using client data
  • RFP and proposal content support
  • POC build and rapid prototyping
  • ROI modelling and business case development
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Due Diligence

Independent assessment of analytics capabilities, data assets, and accelerator fit — used in M&A, capability audits, or vendor evaluations.

  • Analytics capability and maturity audit
  • Data quality and readiness assessment
  • Accelerator fit-gap analysis against client data landscape
  • Technology and tooling evaluation support
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Customisation

Adapting S-Clever accelerators to client-specific data structures, business rules, KPI definitions, and reporting requirements — without rebuilding from scratch.

  • Schema mapping and data transformation layers
  • Custom KPI and business rule configuration
  • Branding and white-labelling for client deployment
  • Accelerator extension with client-specific logic
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Implementation

End-to-end deployment of accelerators in client environments — from data pipeline setup through to production handover and hypercare.

  • Data pipeline and ETL design and build
  • Cloud or on-premise deployment (Azure, AWS, GCP)
  • System integration with ERP, WMS, TMS, and BI platforms
  • UAT support, go-live coordination, and hypercare
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Training & Enablement

Building internal capability so client teams can own, operate, and extend their accelerators independently — reducing ongoing dependency on external support.

  • End-user training workshops (in-person or virtual)
  • Train-the-trainer programmes for client analytics teams
  • Self-service user guide and playbook development
  • Ongoing office hours and Q&A support packages
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Managed Services

Ongoing operational support, monitoring, and continuous improvement of deployed accelerators — ensuring they remain accurate, relevant, and high-performing.

  • Monthly model refresh and data quality monitoring
  • Performance benchmarking and improvement sprints
  • New accelerator onboarding and library expansion
  • Dedicated analytics support desk and SLA-backed response
Talk to us about your requirements →