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Use Cases & Examples

AIPI turns Intuidy into the backend for any application. This page shows real-world systems powered by the platform — what you'd build, which backend services power it, and how they connect.


Custom CRM

What you build: A customer relationship management system tailored to your exact sales process — pipeline views, contact management, deal tracking, and automated follow-ups.

How Vantage Powers It

FeatureVantage ComponentWhat It Does
Contact databaseDatabase LayerStore and query customer records, deal history, and interaction logs
Pipeline automationWorkflow EngineWhen a deal stage changes, trigger follow-up emails, update forecasts, and notify the team
AI sales insightsAI AgentsDeploy an agent that analyzes deal patterns and suggests next actions
Email integrationGmail / Outlook IntegrationSend and track emails directly from your CRM interface
Real-time dashboardsDashboard EngineLive pipeline metrics, revenue forecasts, and team performance

AIPI Flow

TriggerAIPI Action
User drags deal to "Won"Update deal record in database
Trigger "Deal Won" workflow → Send congratulations to Slack, generate invoice, update forecast dashboard
AI agent recalculates pipeline predictions

Financial Management System

What you build: An invoicing, reconciliation, and reporting platform designed for your business model — not a generic accounting tool.

How Vantage Powers It

FeatureVantage ComponentWhat It Does
Transaction databaseDatabase LayerStore invoices, payments, and ledger entries
Automated reconciliationWorkflow EngineMatch incoming payments to outstanding invoices automatically
Financial reportingDashboard EngineRevenue trends, cash flow analysis, and aging reports
Payment processingStripe IntegrationProcess payments and manage subscriptions
AI anomaly detectionAI NodesFlag unusual transactions or spending patterns

Property Management Platform

What you build: A tenant management system with lease tracking, maintenance workflows, and financial reporting.

How Vantage Powers It

FeatureVantage ComponentWhat It Does
Property & tenant recordsDatabase LayerStore unit details, lease terms, tenant information
Maintenance ticketingWorkflow EngineTenant submits a request → assign to vendor → track completion → notify tenant
Rent collectionStripe IntegrationAutomated rent invoicing and payment tracking
Occupancy dashboardsDashboard EngineVacancy rates, revenue per unit, lease expiration calendar
Tenant communicationEmail IntegrationAutomated lease reminders, maintenance updates

AI-Powered Support Portal

What you build: A customer-facing help desk where an AI agent handles first-line support using your product knowledge.

How Vantage Powers It

FeatureVantage ComponentWhat It Does
Knowledge baseAI Context & KnowledgeTrain the agent on your product documentation, FAQs, and policies
Conversational AIAI AgentsDeploy a support agent that answers questions, troubleshoots issues, and escalates when needed
Ticket managementDatabase Layer + WorkflowsCreate support tickets, track resolution, and measure response times
Escalation workflowsWorkflow EngineWhen the AI can't resolve an issue, create a ticket, notify the human support team, and provide conversation context
Support analyticsDashboard EngineResponse times, resolution rates, common topics, and satisfaction scores

AIPI Flow

TriggerAIPI Action
Customer asks a questionSend message to deployed support agent → Agent searches knowledge base, checks order history, generates response
Issue resolvedLog resolution in database
Escalation neededTrigger escalation workflow → Create support ticket, attach conversation transcript, notify support team via Slack

Operations Hub

What you build: A unified operations dashboard connecting inventory, shipping, customer orders, and team coordination.

How Vantage Powers It

FeatureVantage ComponentWhat It Does
Inventory trackingDatabase LayerReal-time stock levels across warehouses
Order processingWorkflow EngineOrder received → validate inventory → pick/pack → ship → notify customer
Shipping integrationCustom API BuilderConnect to your shipping provider's API for tracking and label generation
Team coordinationSlack / Teams IntegrationAutomated notifications for low stock, delayed shipments, and order issues
Operational dashboardsDashboard EngineOrder volume, fulfillment rates, inventory turnover

Executive Dashboard

What you build: A single-screen view of your entire business — pulling KPIs from every system into one real-time dashboard.

How Vantage Powers It

FeatureVantage ComponentWhat It Does
Multi-source dataIntegration LayerPull data from CRM, accounting, marketing, and operations systems
Real-time metricsDashboard EngineLive KPI tiles with automatic refresh
AI summariesAI Agents"Summarize this week's performance" — the agent pulls data from all connected sources and generates a narrative
Scheduled reportsWorkflow EngineGenerate and email a weekly executive summary automatically
AlertsEvent TriggersNotify when key metrics cross defined thresholds

Custom ERP

What you build: An enterprise resource planning system designed for your industry — manufacturing, construction, logistics, or professional services.

How Vantage Powers It

FeatureVantage ComponentWhat It Does
Resource databaseDatabase LayerTrack materials, labor, equipment, and costs
Process automationWorkflow EnginePurchase orders, approvals, quality checks, and compliance workflows
Cross-system syncIntegration Layer + API BuilderBi-directional sync with vendor systems, accounting software, and field tools
Compliance monitoringAI Compliance NodesAutomated regulatory checks and audit trail generation
Planning dashboardsDashboard EngineCapacity planning, cost tracking, and timeline visualizations (Gantt tiles)

Common Patterns

Regardless of what you build, these patterns apply across all AIPI applications:

PatternHow It Works
Form Submission → WorkflowUser fills out a form in your app → AIPI triggers a workflow → data is validated, stored, and follow-up actions execute automatically
Dashboard EmbeddingYour app requests dashboard data through AIPI → renders charts and metrics in your own UI
AI Chat InterfaceYour app sends user messages to a deployed agent through AIPI → agent processes with context → response streamed back to your chat UI
Event-Driven UpdatesA record changes in Vantage → event fires → your app receives a notification and updates the UI in real time
Scheduled AutomationWorkflows run on a schedule (daily reports, weekly syncs) → results available through AIPI whenever your app requests them

Next Steps