Danielius Studio

AI agents & automation

AI Integration Engine

AI, Airtable, MCP tools, and external APIs wired into one reliable product flow.

Operator your team day to day End User the person paying Web App what they sign into signs in signs in Login auth and sessions Admin Dashboard settings and records Chat UI where the AI talks User Workflows automations they fire Notifications email and in-app sign in admin chat workflows alerts Airtable structured data home API Gateway one entry point AI Orchestrator decides what AI does edits prompts triggers syncs infers watch routes tool call Sync Logic Airtable to app Background Jobs async work queue Workflow Engine multi-step actions MCP Server AI tool layer LLM Provider OpenAI or Claude queues check registry push out executes gated calls External APIs third parties Validation Layer is the output safe Tool Registry what AI can call throttle on fail Rate Limiter stop runaway spend Error Recovery retries and fallback Audit Log who did what when logs Billing subscriptions Admin Console internal control Customer Health usage and churn plan info weekly digest alerts

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