Skillsize

— Procurement & Vendors

Supplier failure risk

Scores every supplier line for the risk of failing to deliver, based on how comparable deliveries have actually performed, and sets out where dual-sourcing or contract action is warranted.

  • Procurement & Vendors
  • Traceable reasoning
  • Runs anywhere
Preview methodology

1–2 weeks → ~25 minutes

For a full population, not a sample

No coding required

Input
Historical delivery records with known outcomes
Output
Supplier-level delivery failure risk estimates
Runs in
Skillsize · ChatGPT · Claude · Copilot
Export
SKILL.md · MCP
Time saved
~1–2 weeks per run

— USE CASES

What people use Supplier failure risk for

Prioritising dual sourcing

Identifies suppliers whose delivery risk and single-source exposure justify consideration of an alternative source. Provides a reasoned recommendation to focus sourcing effort where it matters.

Reviewing category supply risk

Compares failed and reliable deliveries within purchasing categories, highlighting patterns associated with disruption. Gives category managers an evidence base for supplier strategy discussions.

Preparing supplier risk reviews

Produces supplier-level risk estimates with the factors behind each assessment. Gives procurement teams a clear basis for discussing delivery reliability and mitigation priorities with stakeholders.

Examining recurring delivery failures

Examines how lead times, lateness, quality rejects and other recorded characteristics relate to delivery outcomes. Helps advisers identify recurring risk patterns rather than treating each failure as an isolated incident.

What it works from

  • Historical delivery records with known outcomes
  • Supplier, purchasing category and region details
  • Order values and lead times
  • Lateness and quality rejection records, where available captured in delivery history

What you get back

  • Supplier-level delivery failure risk estimates
  • Explanations of the factors associated with each risk assessment
  • Category comparisons of failed and reliable deliveries
  • Dual-source recommendations supported by delivery evidence

— HOW IT BEHAVES

How Supplier failure risk produces its result

The mechanics behind this specific template — what it reads, what it calculates, and where a human stays in the loop.

Every row of the risk universe in scope

Each row of your export is processed on the same basis, so no risk is skipped however long the table is.

Composed as work product

Findings on the risk universe in scope are written up as a document that reads like professional output, with each claim tied back to a risk.

Roll-up alongside risk-level detail

Detail rows are summarised into the grouped view of the risk universe in scope without losing the underlying risks.

Why this is expensive by hand

Supplier delivery failures can disrupt operations, but deciding where to add a second source requires more than a list of late orders. Prioritising dual sourcing is the typical trigger — identifies suppliers whose delivery risk and single-source exposure justify consideration of an alternative source. Provides a reasoned recommendation to focus sourcing effort where it matters. Get it right and the conclusion holds up in the room; get it rushed and it gets picked apart. Either way it costs roughly 1–2 weeks of experienced attention.

How this Skill produces it

Here the same job runs as a Skill. Your material goes in; supplier-level delivery failure risk estimates comes out, alongside explanations of the factors associated with each risk assessment. What sits between input and output is the codified method: thresholds, sequencing and the points where a human confirms a call — all of it visible and editable in the Skill. The practical effect: 1–2 weeks of manual work becomes a ~25 minutes run, held to an identical standard on the tenth engagement as on the first.

Who it's for

  • Procurement and category managers
  • Third-party risk and vendor management teams
  • Bid and proposal teams
  • Consultants running sourcing exercises

Run it in Skillsize — or export it anywhere

Supplier failure risk exports as a structured SKILL.md file and is MCP-ready, so the same method runs in ChatGPT, Claude, Copilot or your own AI products. Adapt it to your methodology, and the intelligence stays yours — not locked to one vendor.

ChatGPTClaudeCopilotAI Products (MCP)

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