MALAK VENTURES: SOFTWARE & AUTOMATION BRIEF Business problem and current process: Project contact: Desired first-release outcome: Trigger, inputs, steps and outcome: Records and allowed status changes: Roles: read, create, edit, approve, export: Anonymized sample data structure: External API and account owners: Usage limits and recurring fees: Duplicate events, retries and failure notifications: Who can pause or override the workflow: AI task, approved sources and allowed actions: Human review and fallback: First-release acceptance checks: Migration, training, handover and support: Share only information needed for the project. Do not include passwords, OTPs or identifiable customer records. Project enquiries: hello@malakventures.xyz