Workflow Charter and Value Case

Workflow Charter and Value Case, a learner-facing working resource from the free and open-source Lumyn FDE School.

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For self-directed practice, use the fictional claims-denial case. Treat source, label, metric, and authority gaps as unknowns rather than optimistic defaults.

Evidence boundary

  • Evidence mode: live field evidence / sanitized retrospective / synthetic practice:
  • Evidence classes used: assertion / observation / policy / measured operations / exact-build test / exercised capability:
  • Intended use or decision:
  • Scope and applicability:
  • Current limitations and prohibited claims:

Decision event

  • Decision to be made: fund / continue / accept / renew / reshape / stop:
  • Decision deadline:
  • Named budget or decision authority:
  • Economic exposure or funded range:
  • Conditions and next step:

Workflow boundary

  • Trigger and eligible population:
  • Decision or action being improved:
  • Operating owner:
  • Systems of record:
  • Explicit exclusions:
  • Current counterfactual:

Outcome contract

  • Outcome statement:
  • Outcome status: draft / proposed / accepted:
  • Authority basis or explicit unknown:
  • Baseline value or status, source, and measurement window:
  • Target and measurement window:
  • Metric owner:
  • Independent verifier:
  • Adoption or operating indicator:
  • Decision threshold:
  • Attribution limits:
  • Transfer or exit condition:

Complete cost basis

Cost class One-time Recurring Evidence or assumption Sensitivity
Model and infrastructure
Integration and data preparation
Human review and exceptions
Evaluation, security, and compliance
Support, incidents, and change

Four constraint gates

Dimension Status Requirement or claim Evidence and limitation Next action class Owner
Data satisfied / blocking / unknown / not applicable
Process satisfied / blocking / unknown / not applicable
Governance satisfied / blocking / unknown / not applicable
Accountable capability satisfied / blocking / unknown / not applicable

Not applicable requires a rationale and verifier. Do not average gates into a score.

For the data gate, inspect source and label authority, permitted purpose, representative coverage, preparation lineage, freshness, access and retention, missing-data behavior, remediation owner, and remediation economics for the exact decision route.

Decision

  • Discover / build / bounded kickoff / defer / stop:
  • Evidence basis:
  • Highest-impact blocker or unknown:
  • Next field move:
  • Owner and review date: