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.
Jonathan
Truvle
March 2, 2026
Product is now in a testable state. Overall sentiment was positive. The team noted a large jump in usability and that the product feels useful and ready for thorough testing.
March 2, 2026
Avani Kanubaddi
Brandtuit
December 30, 2025
Thanks, everyone, for the hard work that went into this first beta client. We have now officially released our first Zena report to a client. We will meet with him on Monday to review his candid feedback on what is working well and what needs improvement.
This was a significant step, so we should take a moment to commemorate and celebrate it. We will have two more beta tests in the new year, so the work continues. As we turn the calendar, I wanted to take a moment to appreciate this team. I wish everyone a fantastic start to 2026, and I hope we can continue to build on this promising start.
December 30, 2025
CONTINUE THE JOURNEY
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