An important part of marketing work is not to have a great idea, but to turn it into many coordinated actions: research, prepare, adapt, review, publish, measure and explain. These steps consume time because they combine different sources, tools that are not always communicated and decisions that have been divided between documents and people.
The agents of AI can speed up this production, but not all do the same or need the same level of autonomy. The following map presents eighteen processes that Karmina AI Studio can study and implement. Each solution must be adapted to the Knowledge Foundation, the organization's tools, permissions and risks. If a configuration has not yet been validated in that context, you work as a pilot.
Contents and editorial quality
- Social Publisher. It detects topics from approved sources, prepares pieces and adapts them to channels such as Threads, Bluesky or X. The programming or publication may require approval according to the brand policy.
- Blog Publisher. It converts a brief and a documentary basis into an article, incorporates SEO structure, internal linking and metadata and leaves it ready for editorial review or loading into the content manager.
- Review. Compare strategy, schedule, content, reports and metrics. It identifies inconsistencies and sends actionable observations to the team; it does not replace social media strategy or publish on their behalf.
Performance, positioning and listening
- Ads Monitor. Review campaigns, budgets, results and incidents. It can generate alerts or recommendations, but it does not have to modify investments without an express authorization and defined limits.
- SEO Monitor. Supervises technical and editorial tasks, detects indexing or implementation incidents and orders pending. Conclusions need context because a positioning variation does not have a single cause.
- Social Listener. It collects mentions, conversations, and trends from authoritative sources, classifies them, and helps detect risks or opportunities. It must respect the conditions of each platform and avoid sensitive inferences about people.
Analytics and reporting
- Dashboard Builder. Connect sources and transform recurring data into dashboards or reports. Before you need a dictionary of metrics, agreed formulas and responsible for validating the quality of the data.
- Meeting Notes. Transcribe authorized meetings, separate decisions, tasks, responsible and deadlines and prepare a reviewable summary. Not all conversations should be recorded and participants should know the applicable treatment.
Web and Conversion
- Landing Builder. Build a landing page from a goal, a value proposition, an identity, and proofs. The result needs content review, accessibility, privacy, forms and analytics before being published.
- Site Builder. It organizes a more complete web architecture, components, pages and integrations. It does not start from a generic design, but from the content, the navigation needs and the systems that really have to be connected.
Creativity and audiovisual production
- Video Editor. Prepare a first assembly, identify fragments, generate subtitles and adapt formats. The final selection, the rights, the narrative sense and any representation of people continue to need supervision.
- Image Editor. Cut, resize, clean backgrounds and prepare variants under a visual direction. The images generated or manipulated must be managed with traceability, rights and transparency when the context demands it.
Research and market intelligence
- Market Scout. Research markets, publics, needs and trends from defined questions. It should differentiate sources, facts, inferences, and recommendations, and not present a preliminary research as a validated conclusion.
- Benchmark Scout. Run recurring comparisons of competitors, channels, services or digital experiences. It maintains a stable methodology so that changes between periods are comparable and points out when a data is not available.
Conversation and Attention
- WhatsApp Desk. Sorts flows, templates, frequently asked questions and derivations within WhatsApp. It requires consent, contact policies, proper identification and a clear way out to a person.
- Support Desk. Classify multi-channel queries, propose answers and resolve only authorized cases. Claims, exceptions, sensitive data or commercial commitments must be escalated.
- Inbox Flow. It centralizes private messages, identifies intentions and activates the corresponding circuit. It simplifies input management, but does not convert any message into an authorization to contact or retain data.
Corporate knowledge
- Cloud Index. It would inventory files and folders, detect duplicates, gaps or sources without responsibility and facilitate the localization of documents. Before using the content with other agents, it is necessary to review permissions, versions and purposes.
Eighteen agents does not mean eighteen simultaneous projects
The list serves to build a map, not to propose a massive implementation. Many of these processes may share strategy, vocabulary, services, public or brand criteria, but each needs a particular mission and controls.
The recommended route is to identify all the opportunities, select a first agent, test it with people and reuse the base when there is sufficient evidence. In this way, each implementation can contribute to the system without expanding the risk faster than the ability to govern it.
The catalog is not a library of buttons. It is a way of identifying where repetitive work is concentrated and deciding which process deserves a first intervention.