AI Agent Platform for Automated Marketing Workflows
Case Study Agnitio
Agnitio is building an Agentic Workflow Orchestration Platform where Gilbert AI orchestrates 16 specialist agents. Users can discover agents in an Agent Marketplace and run guided tools like Pixel Builder (Tereik) for GTM-based tracking setup.
THE CHALLENGE
Orchestrating multi-agent marketing operations
Agnitio needed an end-to-end system that reduces manual handoffs across planning, execution, and reporting. The platform required persistent context, an always-on “account director” (Gilbert), and enterprise-ready security and compliance.
INITIAL STATE
OUR SOLUTION
A platform blueprint: Gilbert-led orchestration, marketplace discovery, and governed workflows
Requirements
Simplification
Defined core objectives: end-to-end automation, persistent context across agents, transparent audit trails, and enterprise controls (multi-tenancy, RBAC, GDPR/CCPA/SOC2 alignment).
Application
Building
Specified key modules like Agent Marketplace, Workflows, Integrations, Data Management, and a Gilbert co-pilot entry point—plus agents such as Pixel Builder (Tereik) for GTM deployment.
Prototype
Release
Documented phased roadmap for expanding agent profiles and Q&A, adding a workflow builder + SDK, and evolving toward a community marketplace and cross-account learning.
DELIVER STATE
CUSTOMER FEEDBACK
Faster Launch, Better Experience
Customers report faster execution, clearer insights, and measurable time savings. Automated workflows and transparent metrics help teams reduce manual work, improve performance, and make better decisions with confidence.
“The current platform cut manual reporting, and bring clear metrics, smarter workflows, and real time savings across our customers.” — Early Adopters, Private Beta (2025)
Trusted by Startups Across the U.S.
We have delivered products for startups from Anchorage to New York.
Brandon Gonzalez
SemGraph
Exceptionally high skill and little oversight required, which at the moment allows me to work on other parts of the project. The engineers are self-starters and take initiative on their own. I really look forward to working long-term with you all
March 18, 2021
Sang Seo
Truvle
hi juan, wanted to drop a note, i think luis has really stepped up, he's meeting my expectations especially over the last week. will keep monitoring but this is really promising. in other news, wanted to leave feedback for the dev team, hans, oscar, and sebastian have been absolute superstars. i've never worked with a group of guys who are so good about executing good quality code aligned to business expectations. when i don't have to touch the SDLC constantly and almost have too little to do for a project i know the team is proactive. please let them know they're doing great. off the back of this, i work for another company that is seeking an initial exploration into moving away from eastern europe in their current engagement, would love to have a discussion with you about that company's needs as well. 4 person team + pm. we are only just barely getting started with exploring the idea of changing the team but i thought i'd throw it your way as a heads up for possibility.
July 12, 2024
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