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Enterprise AI Content & Citation Engine v1.0

Transform Raw Notes into Peer-Grounded Content

Automate the pipeline from raw meeting transcripts to 1,000-word Markdown blogs, social media narratives, FLUX.1 graphics, and 9:16 vertical video reels with 100% verified academic citations.

100% Verified DOIs
N8N Workflow Ready
Human-in-the-Loop Gate
Live Pipeline Execution
ID: RUN-2026-8092
Stage 1: Topic Extraction Completed

Extracted: AI Governance & Data Privacy Frameworks

Stage 2: Academic Grounding DOI Verified

doi.org/10.1016/j.chb.2023.107842

Stage 3: Multi-Modal Studio Generated

Blog Article + FLUX.1 Graphic + 9:16 Video Reel

Target Production Latency < 4.2 Minutes
100%

Academic DOI Grounding

Zero citation hallucination

< 4.2m

End-to-End SLA

95% faster than manual prep

$0.38

Unit Cost per Run

Optimized API token economics

4-Stage

Automated Pipeline

HITL human approval gate

Architecture Deep Dive

The 4-Stage Multi-Modal Pipeline

How raw meeting transcripts turn into published, multi-channel editorial campaigns.

Stage 3 & 4: Multi-Modal Generation & HITL Gate

Simultaneously generates 1,000-word Markdown articles, Facebook narratives, Instagram micro-captions, FLUX.1 visual graphics, and 9:16 vertical video reels. Requires human approval before Ayrshare broadcast.

Markdown Blog FB Story FLUX.1 Graphic 9:16 Video Reel

Human-in-the-Loop Review Gate

No content is published without human sign-off.

Ready to Automate Your Content & Citation Engine?

Connect your Directus backend and start transforming meeting notes into peer-grounded multi-modal assets today.