AI-POWEREDSCRIPTAPPROVALENGINE
A 7-stage autonomous agent pipeline that drafts, critiques, and delivers client chasers — with human oversight at every step, few-shot learning from your edits, and multi-channel delivery.
Agent Pipeline
Seven autonomous stages from memory retrieval to human approval.
Core Capabilities
Everything the agent does, and how you stay in control.
Human-in-the-Loop
LangGraph interrupt() pauses the pipeline. Team leads review, edit, or reject every AI draft before delivery. State persisted across sessions.
Quality Scoring
6-dimension analysis: hook strength, CTA clarity, brand alignment, platform fit, pacing, tone consistency. Binary pass/fail self-critique prevents score inflation.
Few-Shot Learning
The agent learns from team lead edits. Last 3 approved examples injected per client to continuously improve future generations.
Channel Strategy
Sliding-window response-rate comparison between email and WhatsApp. Automatically selects the channel with 20%+ advantage. Escalation sends both.
Memory System
RAG retrieval with pgvector embeddings. AI consolidation summarizes 20+ memories into 6 actionable statements using Claude Haiku.
Auto-Escalation
After 3 failed chasers, scripts escalate automatically. Overdue cron job triggers the full agent pipeline on a schedule.
Integrations
Connected services for onboarding, delivery, and analytics.
End-to-End Workflows
From onboarding to final approval, fully automated.
Client Onboarding
SSE-streamed automation: welcome email, Google Drive folder, Notion page, Airtable record, WhatsApp notification. All optional, graceful skip.
Content Briefs
Form intake parsed by Claude into structured briefs. Context-aware: pulls client brand voice and memories for accurate parsing.
Review Cycle
Versioned review links via Resend. Each chase bumps the version, generates a new token, and clears stale feedback. One-click approval.
Ready to automate approvals?
Set up your pipeline in minutes. Let the agent handle the chasing while you focus on creative.
get started