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.
Lana Ashby Rowder
LookingGlass
April 2, 2026
Thank you so much for this note and for all the work your team put into this project. It truly was such a great experience working together.
We are really happy with how the prototype turned out and especially grateful for the extra backend improvements your team made. Having a more stable and scalable foundation is huge for us as we head into launch, and it did not go unnoticed.
Thank you again for being such a thoughtful and proactive partner throughout this process. We are really excited about what is ahead.
Grateful, Lana
April 2, 2026
Roy Roach
Legacy Link
November 18, 2025
They're showing me the dashboards and they're like, you didn't ask us to do this, but we hope you like it. And I'm watching like, Holy smokes, this is even better than what I thought.
November 18, 2025
CONTINUE THE JOURNEY
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