AI SYSTEMSPRODUCTION
3X
Client Capacity

Marketing Automation for Agencies

White-label AI marketing ops — scale your agency without scaling headcount

The Insight

80% of agency work follows patterns — client briefs, campaign structures, content calendars, performance reports. The creative strategy is unique per client, but the execution pipeline is the same. Automate the pipeline, invest humans in strategy.

The Problem

Agencies hit a ceiling — every new client requires more people, more coordination, and more overhead. The work is repeatable but the execution isn't automated. Margins shrink as you grow, and quality drops when teams are stretched thin.

The Solution

Built a multi-tenant automation system that handles the repeatable agency workflows — from client onboarding and brief processing through campaign execution, content production, and performance reporting — across all client accounts simultaneously.

System Architecture

How It Works

01

Client Onboarding: Ingests brand guidelines, past campaigns, audience data, and goals — builds a client profile that informs all downstream automation for that account

02

Campaign Orchestrator: Translates strategy briefs into execution plans — assigns tasks to specialized agents for copy, design, media buying, and scheduling

03

Content Factory: Produces client-specific content at scale — blog posts, social media, email campaigns, ad copy — all branded and voice-matched per client

04

Performance Analyst: Aggregates cross-platform analytics, generates client-ready reports, identifies optimization opportunities, and recommends budget reallocations

05

Account Manager: Maintains client communication cadence, sends status updates, flags items needing approval, and escalates issues to human account leads

Measurable Impact

The Results

A commitment to data-driven growth, translating strategy into tangible performance metrics.

3X
Client Capacity Per Team
70%
Reduction in Ops Overhead
Same-Day
Campaign Turnaround
Tech Stack

Tools & Technologies

Claude Code CLIPythonMeta Ads APIGoogle Ads APISlack APIGoogle Sheets
Why This Matters

The Bigger Picture

Proves that agencies can scale revenue without scaling headcount. The system handles execution across all accounts while human strategists focus on what they do best — understanding clients and crafting winning strategies.

Interested in working together?

Let's discuss how I can help transform your marketing operations or build AI-powered systems.

Or email me directly at hello@sharonsciammas.com