01
Editorial Systems & Content Infrastructure
End-to-end publishing pipelines — strategy, production, scheduling, and distribution. Built as systems, not one-off projects.
From the Studio
Publishing infrastructure for operators who think in systems.
LLM-native content systems and brand publishing infrastructure. One operator. No agency overhead. Built to scale — and documented so it keeps scaling without you.
Vanessa Saddi
Principal
DVNCI DIGITAL LLC
№ I
Vol. I
Trusted Infrastructure
Claude Agent SDK
Gemini · Veo
MCP Servers
Meta Ads API
Editorial QA
Chapter One
Six disciplines of the studio.
Engaged independently, delivered as a system.
02
Brand Publishing Strategy
Multi-brand positioning, voice, and messaging architecture. Built for operators who publish consistently, not campaigns that launch and disappear.
03
LLM-Powered Content Production
Custom multi-agent pipelines on Claude Agent SDK, Gemini, and Veo. Autonomous batch generation, scoring, captioning, queuing — live in production.
04
Publishing Automation & Workflow Architecture
MCP servers, API integrations, and workflow automations that eliminate manual overhead. Systems that replace 3–5 FTE outputs.
05
Paid Media & Distribution Strategy
Live Meta Ads across multiple brands. Audience architecture, copy testing, creative rotation, and performance reporting built around editorial content.
06
Multi-Brand Operations
Multiple active clients with documented systems, templates, and agent-assisted delivery. Operational infrastructure built to scale without adding headcount.
Chapter Two · A Note on Difference
“
Most content agencies are manually operated boutiques. Dvnci Digital runs live LLM and agentic infrastructure that generates, scores, and delivers content autonomously — across multiple brands, in production today.
I.
Scales without headcount.
Output grows through automation and documented systems — not through hiring.
II.
Quality through scoring.
Automated content scoring plus editorial QA keeps every asset brand-consistent.
III.
One operator, accountable.
No agency overhead, no account managers. Direct access, direct delivery.
Chapter Three
Begin a correspondence.
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2026
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2026
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Vanessa Saddi
Principal, DVNCI DIGITAL LLC
vanessa@dvncidigital.comUEI
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