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.
$3.5 Million Raised
PathWork
A tech-forward AI platform insurance distribution.
PathWork partnered with Melt Studio to build and launch a high-conversion marketing site and internal tools. With a $3.5M seed round on the horizon, they needed to move fast—crafting a digital presence that impressed investors, attracted leads, and laid the foundation for future product growth.
September 1, 2025
$2M Seed Round + $7.5M Series A
Litlingo
A platform that Evaluates real-time Communication
LitLingo and Melt Studio have collaborated on multiple aspects of the LitLingo platform, from the rapid prototyping of new technologies to the timely and high-quality delivery of production applications.
February 24, 2024
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