Orchestrate repeatable workflows
with agents in the loop

Build GTM workflows that start from real signals, use connected context, assign the right agents, and produce reviewable outputs your team can act on.

Start from an orchestration blueprint

Structure recurring marketing work around a trigger, context requirements, assigned agents, decision paths, and a reviewable result.

Give each step the right context

Bring relevant campaigns, reports, incidents, calls, CRM data, and funnel performance into the workflow step that needs it.

Keep the path visible

Turn agent work into decision paths, checkpoints, briefs, reports, audits, recommendations, and task-ready artifacts your team can inspect.

Workflow orchestration

Structure the repeatable process, not just the prompt

Set up recurring GTM work as a workflow with triggers, connected context, focused agents, decision paths, review points, and clear outputs.

Start from a useful signal

Define the schedule, performance change, incident, or workspace event that should begin the work.

Assign the right agents

Assign analysis, research, scoring, or recommendation work to the appropriate specialist.

Make the next step explicit

Route findings into a review, artifact, task, owner, or follow-up path.

Workflow agents

Put specialists where the workflow needs judgment

Choose agents for recurring research, analysis, quality checks, and production work, then connect them into a larger process.

Purpose-built agents

Start with focused agents for funnel performance, paid media, SEO, calls, campaign QA, or briefs.

Composable workflow steps

Use one specialist for a focused step or combine several when the workflow needs different kinds of analysis.

Reviewable handoffs

Keep briefs, recommendations, checks, and tasks visible before the workflow continues.

Features

How workflow orchestration works

Start from a trigger

Define the schedule, signal, incident, or workspace event that should begin the workflow.

Run focused agents

Give research, analysis, scoring, or recommendation work to the appropriate specialist.

Choose a path or request review

Use the result to choose a path or pause at a human checkpoint before continuing.

Create a usable output

Turn the reviewed result into an artifact, recommendation, task, or other next step.

Connected context

Bring connected GTM context into the workflow

When these sources are connected to Marcenta, their campaign, analytics, and CRM context can support the workflow steps that need them.

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Frequently Asked Questions

Everything you need to know about how Marcenta workflows use focused agents to turn connected context into usable artifacts.

What are Marcenta workflow agents?+

Marcenta workflow agents are specialists inside repeatable GTM workflows. Each agent handles a focused job such as research, analysis, scoring, QA, or recommendation work using the context available in your workspace.

What kinds of workflows can we create?+

Workflows can be structured around recurring tasks such as reviewing funnel performance, researching SEO opportunities, checking campaign setup, summarizing calls, preparing a weekly brief, or routing follow-up work. Available workflows depend on the data and product capabilities enabled in your workspace.

How do workflows use connected data?+

A workflow can pull in the relevant campaign, analytics, CRM, call, report, and incident context available in Marcenta for each step. The exact sources used depend on the trigger, assigned agents, and connections configured in your workspace.

What is an artifact?+

An artifact is a reviewable output such as a brief, report, audit, recommendation, or task-ready document. Your team can refine the result before it is shared or used.

Can people review workflow results?+

Yes. Workflows are designed around reviewable outputs and human checkpoints, so recommendations, decision paths, and downstream actions can remain under team control.

How is this different from generic AI chat?+

Generic chat usually begins with a blank prompt. Marcenta workflows begin from a trigger, use connected GTM context, run focused agents, and produce reviewable outputs tied to an operating process.

Turn recurring GTM work into orchestrated workflows