Model the challenge lifecycle before automating it
A prop workflow typically moves through purchase or enrollment, account creation, evaluation stages, pass/fail decisions and funded-account operations. We model these states first so the CRM, platform and rule engine do not develop conflicting definitions.
Account templates and stage transitions
Each evaluation stage can require different balance, leverage, group, symbol and permission settings. Templates make provisioning repeatable, while explicit transition rules define what happens when a participant passes, fails, resets or moves to a funded environment.
- Evaluation-stage state model
- Account and group templates
- Trading-rule data dependencies
- CRM/payment/platform identifiers
- Pass/fail/reset workflow tests
- Audit events and operational dashboards
Trading-rule events need reliable data
Rules such as loss limits, targets or activity constraints depend on account and trade data. The architecture must define which data source is authoritative, how often it is evaluated, how session boundaries are handled and what evidence is retained when a rule event occurs.
Platform, CRM and payment workflows
Enrollment, account delivery, resets, upgrades and funded-account changes cross several systems. Stable participant/account identifiers and idempotent APIs reduce duplicate accounts and make support cases easier to reconcile.
Operational controls before scale
Before increasing volume, test high-frequency provisioning, platform disconnects, delayed trade data, duplicate webhooks and rule-engine exceptions. Dashboards and audit events should let operators explain why an account changed state without editing records manually.