Roadmap
Integration Roadmap
How this prototype evolves into a real autonomous marketing system — without skipping safety.
Phase 1
Prototype
In progress
DashboardBrand brainContent generationApproval queueCommunity assistant simulationMock analytics
Phase 2
Backend & Persistence
Up next
AuthDatabaseBrand profilesContent historyApproval statesAgent settingsLogs
Phase 3
LLM Integration
Planned
OpenAI / Anthropic content generationPrompt templatesBrand memoryResponse generationContent scoringSafety classification
Phase 4
Social Media Integrations
Planned
OAuthX APIInstagram Graph APILinkedIn APIBuffer / Metricool optionPublishing endpointsWebhooks for comments/messages
Phase 5
Scheduling & Automation
Planned
Cron jobsScheduled publishingWorkflow orchestrationRetry logicFailure alertsHuman approval triggers
Phase 6
Autonomous Community Management
Planned
Sentiment detectionReply generationRisk classificationEscalation workflowsAuto-replies for safe commentsAudit logs
Phase 7
Production Hardening
Planned
SecurityPermissionsRate limitsMonitoringError handlingComplianceAnalytics feedback loop
Recommended build approach
Lovable-first for rapid prototyping
Backend and AI integrations after UI validation
Human-in-the-loop first
Gradual autonomy after testing
Official APIs only
Platform policy compliance required