AI websites: knowledge, design, agents and maintenance

It depends on the challenge. A very simple informational page can be enough for some businesses. If the web has to capture, express a brand, manage content or integrate processes, it is necessary to order objectives, design, technology and continuity. Karmina brings these disciplines and the responsibility to review what is built.

Purpose, services, audiences, documented cases, tone, identity, usual questions and limits of the proposal. Also the current website, the materials available and the tools with which you need to connect. Knowledge Foundation sorts the sources and Karmina Brain can give continuity to knowledge; private information is separated from publishable.

Brand management and design starts from the positioning and history of the business. Criterio can turn them into a visual system and Dunder Mifflin into own photography and video. Components, typography, rhythm and content are applied consistently to the new pages, also when using AI to develop them.

We choose the technology according to the use, the team that will edit the web and the planned maintenance. We can assess AI environments such as ChatGPT Work, Claude or Codex, and work with a CMS when appropriate. The Studio website uses Codex, but this does not force all customers to adopt the same solution.

The development tool does not guarantee visibility. We work with useful content, clear structure, accessibility, performance, metadata, indexing and internal links. The search engines and systems of AI decide what they show according to their criteria. We do not promise positions, traffic or mentions for using AI.

MCP is a protocol for connecting AI applications with tools and data sources. An integration can offer queries or delimited actions. WebMCP explores interaction with tools described by a web browser. Neither way automatically activates a CRM or an agenda: compatibility, permissions, validations and maintenance are part of the project.

It can be a use case if the tools and permissions are implemented. It is necessary to differentiate prepare a brief, send a request and confirm a reservation. Actions with real effects need validation and confirmation according to risk. The assistant does not invent prices, availability or commercial commitments.

No. The Studio chat is a beta experiment on selected information. It does not represent all internal knowledge or credit operational connections with budgets, CRM or agenda. It serves to explore the interaction and identify what provides value before expanding it.

We can define agents to point out incidents, prepare dashboards or propose variants. A test needs a hypothesis, metric, sample and duration; without sufficient data a winning version is not declared. Offers, discounts and published changes are validated. The agent does not assume commercial authority for being able to generate a page.

The concrete scope architecture, design, content, implementation, checks and transfers. Analytics, CRM, assistants or private areas are only included when agreed. Before launching, we define property, access, accommodation, recurring costs, documentation and maintenance managers. You can start with a landing page and evolve in phases.