دعم القرار ونمذجة السيناريوهات

المتطلبات تصف قدرات يحتاجها النمط في بيئتك، مو الموردين اللي لازم تشتريهم. أي نظام يملأ متطلباً يحقّقه — وهذا اللي يخلّي الكتالوج قابلاً للنقل عبر الذيل الطويل من أدوات الشركات الصغيرة والمتوسطة.

1. decision_intake

   مطلوبقراءةإنسان

   Where the leader frames the decision and asks for the model.

   شكل البيانات

   Decision description: what's being decided, what options are on the table, what success looks like, what concerns motivate the analysis.
   يُملأ عادةً بواسطة

   • structured intake form for the analyst team
   • conversation with the pattern that captures the framing
   • decision document the leader is drafting
2. operational_data_access

   مطلوبقراءةطلب

   The firm's operational data the model needs to ground in reality.

   شكل البيانات

   Tables and metrics relevant to the decision: financials, customer data, operational metrics, market data.
   يُملأ عادةً بواسطة

   • data warehouse with relevant fact and dimension tables
   • BI tool with curated marts
   • financial system data for cost and revenue grounding
3. external_benchmark_data

   موصى بهقراءةمجموعة

   Comparable data from outside the firm: industry benchmarks, market sizing, peer performance.

   شكل البيانات

   Per-domain benchmarks with sources, applicability, freshness.
   إذا مفقود

   Models are grounded in firm-only data and can't compare to broader patterns. Strongly recommend for strategic decisions where external context matters.
   يُملأ عادةً بواسطة

   • benchmark databases the firm subscribes to
   • industry reports library
   • structured external data feed maintained by strategy team
4. model_construction_surface

   مطلوبقراءة + كتابةطلب

   Where the model gets built and shared with the leader, with structured assumptions and scenario controls.

   شكل البيانات

   Structured model with inputs (assumptions), formulas, outputs, scenarios. Interactive: leader can adjust assumptions and see results.
   يُملأ عادةً بواسطة

   • interactive model in a spreadsheet or modeling tool
   • purpose-built scenario UI
   • structured model document with computable cells
5. analyst_collaboration_route

   مطلوبقراءة + كتابةطلب

   How the firm's analyst or finance team participates in shaping the model. Critical because the pattern produces drafts, not final analyses.

   شكل البيانات

   Model with annotations from the analyst: assumption challenges, methodology refinements, sensitivity additions.
   يُملأ عادةً بواسطة

   • shared model the analyst can edit
   • review and comment workflow
   • structured analyst session before model goes to the leader
6. decision_archive_destination

   موصى بهكتابةمجموعة

   Where final models and the decision made get archived for organizational learning.

   شكل البيانات

   Per-decision: framing, model, scenarios considered, decision made, rationale, prediction vs. actual over time.
   إذا مفقود

   Patterns of decision-making and prediction quality stay invisible. Strongly recommend for any firm wanting to learn from its decisions over time.
   يُملأ عادةً بواسطة

   • decision archive (potentially fed by C9)
   • strategic decision library
   • structured retrospective archive