Ready-to-Use AI Diagram Prompts

Create a BPMN swimlane process for customer onboarding, showing how Customer, Platform, Notification Service handle submit trial signup, validate email token, send verification reminder, create customer workspace, send onboarding guide. Include the happy path plus exception handling and any parallel work that should happen at the same time.

Create a BPMN swimlane process for api request processing, showing how API Gateway, AI Service, Audit Log handle authenticate api credentials, prompt client to refresh key, verify rate and quota limits, validate request schema, execute inference request. Include the happy path plus exception handling and any parallel work that should happen at the same time.

Create a BPMN swimlane process for model training pipeline, showing how ML Engineer, Training Cluster, Model Registry handle define training dataset, preprocess and label data, provision gpu training cluster, run model training job, evaluate holdout metrics. Include the happy path plus exception handling and any parallel work that should happen at the same time.

Create a BPMN swimlane process for data ingestion workflow, showing how Source Connector, Data Platform, Data Warehouse handle fetch source batch, validate source schema, profile batch quality, request corrected source file, normalize and enrich records. Include the happy path plus exception handling and any parallel work that should happen at the same time.

Create a BPMN swimlane process for user authentication & sso, showing how User, Auth Service, Audit Log handle submit login request, redirect to identity provider, verify password credentials, challenge mfa token, record failed sign-in attempt. Include the happy path plus exception handling and any parallel work that should happen at the same time.

Create a BPMN swimlane process for payment & billing, showing how Billing System, Customer, Ledger handle calculate billable usage, generate customer invoice, charge default payment method, collect manual payment, send dunning notice. Include the happy path plus exception handling and any parallel work that should happen at the same time.

Create a BPMN swimlane process for support ticket resolution, showing how Customer, Support Team, Knowledge Base handle submit support ticket, auto-triage severity and intent, assign level 1 responder, assign engineering responder, investigate customer context. Include the happy path plus exception handling and any parallel work that should happen at the same time.

Create a BPMN swimlane process for subscription management, showing how Customer, Billing Platform, Notification Service handle submit subscription change, validate contract and entitlements, calculate prorated charge, calculate service credit, update limits and feature flags. Include the happy path plus exception handling and any parallel work that should happen at the same time.

Create a BPMN swimlane process for ai model inference, showing how API Layer, Inference Engine, Cache Store handle receive inference payload, apply auth and rate limits, parse and normalize payload, request corrected payload, extract runtime features. Include the happy path plus exception handling and any parallel work that should happen at the same time.

Create a BPMN swimlane process for compliance audit logging, showing how Compliance Team, Platform Logs, Audit Repository handle launch audit evidence request, collect access and event logs, export control configuration evidence, review controls against framework, create remediation actions. Include the happy path plus exception handling and any parallel work that should happen at the same time.

Create a BPMN swimlane process for alert & notification system, showing how Monitoring, Operations, Notification Service handle detect anomaly signal, validate alert condition, page on-call engineer, send team notification, create incident record. Include the happy path plus exception handling and any parallel work that should happen at the same time.

Create a BPMN swimlane process for model versioning & release, showing how ML Team, MLOps, Registry handle select release candidate, run regression evaluation suite, build release artifact, rollback candidate changes, create version tag. Include the happy path plus exception handling and any parallel work that should happen at the same time.

Create a BPMN swimlane process for usage metering & analytics, showing how API Gateway, Metering Service, Billing Warehouse handle capture usage event, update customer quota counters, enrich billing dimensions, issue throttle notification, persist billable usage event. Include the happy path plus exception handling and any parallel work that should happen at the same time.

Create a BPMN swimlane process for customer feature request, showing how Customer, Product Team, Delivery Tracker handle submit feature request, review customer problem statement, request clarification from customer, score impact and demand, estimate delivery effort. Include the happy path plus exception handling and any parallel work that should happen at the same time.

Create a BPMN swimlane process for security vulnerability scanning, showing how Security Platform, Engineering, Ticketing System handle kick off release security scan, run dependency vulnerability scan, run static code analysis, run container image scan, create remediation ticket. Include the happy path plus exception handling and any parallel work that should happen at the same time.

Create a BPMN swimlane process for a/b model testing, showing how Experiment Service, ML Team, Analytics handle define experiment guardrails, split traffic for experiment, deploy model a variant, deploy model b variant, monitor experiment metrics. Include the happy path plus exception handling and any parallel work that should happen at the same time.

Create a BPMN swimlane process for customer offboarding, showing how Customer Success, Platform, Compliance Vault handle receive cancellation request, run retention outreach, restore active subscription, export customer data package, calculate final charges. Include the happy path plus exception handling and any parallel work that should happen at the same time.

Create a BPMN swimlane process for incident response, showing how Monitoring, Engineering, Communications handle detect production incident, assess severity and impact, open incident war room, create incident ticket, contain blast radius. Include the happy path plus exception handling and any parallel work that should happen at the same time.

Create a BPMN swimlane process for partner integration onboarding, showing how Partner Ops, Solutions Engineering, Sandbox Platform handle review partner inquiry, request missing partner documents, sign partner agreement, provision partner sandbox, enable api credentials. Include the happy path plus exception handling and any parallel work that should happen at the same time.

Create a BPMN swimlane process for data governance & compliance, showing how Governance Office, Security, Audit Repository handle inventory governed data assets, classify data sensitivity, map legal basis and retention, configure encryption and access controls, create and assign remediation plan. Include the happy path plus exception handling and any parallel work that should happen at the same time.