Agentic AI: strategic impact on content creation management

Use case: Content Creation

Unstructured

3 days
(24 hours)
  • Incomplete briefs and constant rework
  • Manual iterations between writers and reviewers
  • Lack of standardization and version control
0 %

Structured

1 day
(8 hours)
  • Standardized, centralized briefs
  • Request queue with clear prioritization
  • Fewer back-and-forths between requester and creators
67 %

Automated

6 hours
(6 hours)
  • Automated notifications and smart assignment
  • Embedded checklists and validation rules
  • Reduced manual work coordinating the workflow
75 %

Agentic

Minutes
  • AI generates content from the initial brief
  • Agents refine and evolve versions automatically
  • Reviewer approves quickly without rework

Meet the AI Agents that power your content creation process

Agents automate generation, refinement, and content readiness—speeding delivery and reducing errors.

Initial Draft Agent

Analyzes the complete brief and creates the first version of the content based on the context provided.

Automated activities:

  • Interprets requester specifications and requirements
  • Generates the initial content draft (copy, description, key points)
  • Adapts language to the requested asset type

Refinement Agent

Evolves the generated content by adjusting tone, depth, clarity, and consistency across the brief elements.

Automated activities:

  • Refines and restructures previously generated text
  • Ensures alignment with the asset goal
  • Adjusts formats (social post, email, script, etc.)

See how Pipefy turns content creation into an intelligent workflow.

Stage
Pain points
Automated activities
AI Agents
Content request

Pain points

Incomplete briefs

Lack of context

Multiple back-and-forths for adjustments

Automated activities

Standardized form

Automatic request logging

Organization of essential details

AI-powered production

Pain points

High rework

Waiting between writers and reviewers

Inconsistent quality

Automated activities

Initial content generation

Automatic refinement by a specialist agent

Record of reasoning and adjustments made by AI

Initial Draft Agent
Review and approval

Pain points

Lack of status visibility

Slow approval

Content misaligned with the brief

Automated activities

Automatic handoff to the owner

Option to request another round with the agents

Version history and decision trail logging

Refinement Agent

80% less time to produce content

A significant reduction in the creation cycle—from idea to final approval.

3x more deliveries per month with the same team

Productivity increases with automation and generative AI.

90% less manual rework

Content is created ready to go—reviewed and aligned to the brief.

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Become a Pipefy expert: master AI Agent creation and take your processes to the next level.

Learn hands-on how to build, automate, and scale your processes end to end in Pipefy Academy.

What you’ll learn:

Build and organize your processes

Create forms and portals to centralize requests. Structure pipes and cards to track tasks with clarity and control.

Manage information with ease

Build custom databases and keep your team’s data always up to date and connected.

Automate and accelerate results

Eliminate manual tasks with automation, AI Agents, and email tools that work for you.

Analyze and improve your operation

Create reports, interfaces, and dashboards to visualize metrics, spot bottlenecks, and make data-driven decisions.

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Start the Process Manager course now

Learn to use Pipefy strategically, build your first agent from scratch, and gain autonomy to scale your workflows—and gain autonomy to scale your workflows.

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Get answers, learn more, and connect with other specialists.

Join conversations, share best practices, and discover new ways to supercharge your processes.

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Frequently asked questions

If you need help, we’re here to guide you and provide full support

How does AI help with content creation?
Pipefy’s AI Agents generate, refine, and adjust complete content versions before human review, reducing time, rework, and inconsistencies.
Can the process be customized?
Yes. You can tailor forms, agents, stages, and automations to match your operation and the type of content your team produces.
Does the solution support different content formats?
Yes. Agents can produce posts, blogs, scripts, emails, technical descriptions, and other formats used by Marketing teams.
How does Pipefy reduce rework in creation?
Content reaches reviewers already structured and aligned to the brief, because agents handle inconsistencies and automatically refine it before approval.
Do I need a technical team to set it up?
No. Pipefy is no-code, so Marketing can configure everything independently, without relying on IT.
Can I request new content versions automatically?
Yes. Reviewers can trigger new rounds with the agents directly on the card, speeding updates without opening new requests.
Does the process keep a version history?
Yes. Each agent round and each review decision is logged, ensuring traceability and control.
Can it integrate with external tools?
Yes. You can connect Pipefy to DAMs, CRMs, CMSs, and other Marketing platforms via native integrations or API.
Does AI follow our brand voice?
Yes. Agents learn from the brief, style rules, and references your team provides—ensuring consistency with your brand identity.
How long does it take to implement Pipefy’s AI Agents for content creation and see results?
Pipefy’s AI Agents are quickly configured in a no-code studio, enabling AI-powered content creation workflows to go live in just a few days. With unified orchestration and built-in governance, you can generate measurable impact and ROI in days—not months.

The platform global leaders trust to innovate and scale

Pipefy is one of the market’s most respected platforms, recognized by leaders for its innovation, robustness, and operational impact.

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