Common Business Decisions Executed With CLE
Business Decisions Change Faster Than Software
Model business decisions in Excel. Execute them through reusable APIs. From pricing and classification to validation, enrichment and configuration.
Common Business Decisions Executed With CLE
Most enterprise applications contain hundreds of business decisions.
Pricing models calculate customer prices. Classification models assign products to categories. Validation models identify inconsistencies. Configuration models determine valid combinations. User interface models control visibility, editability and validation behavior in business applications.
These decisions evolve continuously while software releases remain slow and expensive.
CLE allows organizations to keep business decisions separate from application code and execute them through reusable APIs.
Decision Models Executed By CLE
CLE is designed for business decisions that combine calculations, validations, lookups, classifications, reference data, application behavior and interconnected dependencies.
Pricing & Discount Calculation
Pricing rules are rarely simple.
Sales prices may depend on purchase prices, customer groups, product categories, quantity tiers, countries, currencies, discounts, margins and contractual agreements.
Instead of implementing this logic directly in ERP systems, web shops, CPQ solutions and custom software, pricing models can be maintained in Excel and executed centrally by CLE.
Typical decisions include:
- Sales price calculation
- Customer-specific pricing
- Margin calculation
- Discount determination
- Quantity-based pricing
- Multi-currency pricing
- Price approval logic
Pricing Logic in Excel: Keep the Model, Replace the Runtime
Many organizations already rely on sophisticated Excel pricing models containing discount matrices, quantity tiers, customer-specific agreements, margin calculations and pricing exceptions. Rather than rewriting this logic, CLE executes the existing model as a reusable decision service.
See how Excel pricing models can be compiled into executable dependency graphs, exposed through REST APIs and reused consistently across ERP systems, CPQ solutions, e-commerce platforms and custom applications.
Product Classification
Modern product catalogs often contain tens of thousands of products.
Classifications are frequently derived from technical attributes, manufacturer information, product hierarchies and business-specific rules.
CLE can evaluate classification models and automatically assign products to categories, assortments, market segments or publication groups.
Typical decisions include:
- Product categorization
- Product family assignment
- Attribute derivation
- Market-specific classifications
- Regulatory classifications
- Assortment allocation
Data Validation
Poor data quality creates operational costs across ERP, PIM, e-commerce and data integration platforms.
CLE can execute validation models that identify missing information, inconsistent values and business rule violations before data is published or transferred.
Typical decisions include:
- Mandatory field validation
- Plausibility checks
- Range validations
- Product completeness checks
- Compliance validations
- Data quality scoring
Product Enrichment
Many product attributes are derived rather than manually maintained.
CLE can calculate and enrich business objects using formulas, lookups, reference data and classification logic.
Applications submit a product as JSON and receive an enriched product containing additional calculated attributes.
Typical decisions include:
- Derived attributes
- Technical calculations
- Marketing attributes
- Standardized values
- Unit conversions
- Reference-data lookups
Product Configuration
Configuration decisions often include hundreds or thousands of dependencies between options, features and product variants.
CLE evaluates configuration models and determines valid combinations, restrictions and dependencies.
Typical decisions include:
- Variant configuration
- Option compatibility checks
- Feature dependencies
- Configuration validation
- Automatic option recommendations
- Manufacturing constraints
ERP Business Logic
ERP systems contain large amounts of business-specific decision logic.
Rather than hardcoding the logic, ERP applications can externalize decision models to CLE.
Typical decisions include:
- Purchasing decisions
- Sales calculations
- Inventory rules
- Shipping determination
- Tax calculations
- Approval workflows
PIM Decision Models
Product Information Management platforms often contain complex publication, enrichment and validation logic.
CLE can centralize these decision models and provide reusable services across multiple systems.
Typical decisions include:
- Product publishability
- Information quality scoring
- Product completeness
- Product lifecycle management
- Attribute validation
- Assortment decisions
Real-world example: Product Naming and Golden Record Decisions
CPQ Logic
Configure-Price-Quote systems depend heavily on business rules.
CLE can execute product configuration models, pricing models and sales logic independently from the CPQ platform itself.
Typical decisions include:
- Product configuration
- Price calculation
- Quote generation rules
- Bundle logic
- Discount approvals
- Commercial validations
User Interface Decisions
Most business applications contain hundreds or thousands of UI decisions.
Field visibility, mandatory fields, editability, validation rules and workflow transitions are business decisions that often become hard-coded into applications.
CLE allows organizations to model UI behavior in Excel and execute UI decisions through APIs.
Typical decisions include:
- Field visibility
- Mandatory fields
- Read-only fields
- Validation activation
- Dynamic forms
- Workflow-dependent behavior
- UI configuration
Real-world example: Business Rules For User Interfaces
One Runtime. Many Decisions.
Whether the decision concerns pricing, classification, validation, enrichment or configuration, the underlying challenge is usually the same:
Business logic changes faster than application code.
CLE provides a dedicated runtime for business decisions. Excel remains the modeling environment. Applications remain responsible for data and workflows. CLE becomes the execution layer in between.
Model once. Compile once. Expose through APIs. Reuse everywhere.