Exact use case

This is sales-opportunity scoring, not financial credit scoring.

Credit-risk APIs estimate solvency or default risk. MachineSignal answers a different question: which records in the buyer's existing B2B Italy list deserve internal attention first, and why?

Capability	MachineSignal DEC-250
Input	Existing Italian B2B company, domain, CRM or lead records.
Primary result	Sales-opportunity score, classification, ranking and priority.
Explanation	Reason, observable evidence, uncertainty and confidence.
Suggested action	Buyer-controlled internal route such as review, watchlist or prioritize.
Excluded	Credit risk, target discovery from scratch, contact enrichment and automatic outreach.

Machine-readable output

One routable decision for every valid input record.

A score alone forces the customer machine to guess what it means. DEC-250 returns the decision envelope needed to rank records and apply the buyer's own policy.

opportunity_score and global rank
confidence, priority and decision
reason, observable evidence and uncertainties
suggested_route for a buyer-controlled workflow
credit, idempotency and side-effect status

{
  "opportunity_score": 86,
  "confidence": 0.81,
  "priority": "high",
  "decision": "prioritize",
  "rank": 1,
  "reason": "Recurring quoting demand and manual handoffs",
  "suggested_route": "review_in_crm",
  "external_action_allowed": false
}

Controlled machine purchase

How an authorized external buyer machine starts.

Check fit

Confirm B2B Italy scope and that the buyer already has a company or lead list.

Read contract

Fetch the production OpenAPI and validate the order-intent payload locally.

Submit intent

POST one real MS-DEC-250 intent with buyer authority and a unique idempotency key.

Poll privately

Keep the receipt private and follow authenticated checkout, paid input and artifact actions.

There is no anonymous checkout URL. Production rejects synthetic or placeholder buyer data. Intake does not execute payment, issue an invoice, send to SDI, contact targets or perform a Wise payout.

Canonical API and discovery resources

Production OpenAPIAuthoritative order, status, paid dataset and artifact schemas. MS-DEC-250 productPrice, eligibility, included outputs and controlled purchase path. Canonical machine buyer guideThe complete ten-step route from discovery to authenticated delivery. Synthetic JSON exampleOne complete valid decision; no real buyer or company data. Read-only MCPFit checks, examples and local order preparation without buyer data. Method and transparencyGeneral principles, controls, responsibilities and operational limits. Buyer-agent discoveryProduct-fit rules and permanent commercial boundaries. llms.txtPlain-text machine discovery index.

Receive a ranked company list directly in your software.