Company or leadership
Bring AI into business processes
To introduce AI into a business, choose an activity with a recognizable outcome and a bounded trial. MAIOS connects this assessment to a working context you can configure with Setup AI; consulting lets you discuss the case and scope any subsequent work.
Draft generated by Codex on . Updated on . Human review remains pending.
A business decision before a purchase
An activity such as preparing a project document or finding internal information involves people, tools and responsibilities. Describe the current work and what should change: this gives you a basis to compare an AI solution with tools and methods already available.
From a customer request to a proposal
Imagine a team repeatedly rebuilding information from emails, technical documents and business systems. A first AI integration can help bring authorized sources together and prepare a document for review. The business question is concrete: does the step become clearer, more complete and easier for the next person to continue? The comparison needs to include retrieval, preparation, correction and handoff.
Setup, consulting or integration?
Setup AI prepares an initial configuration from your context. Consulting starts with a Context Report and a discussion of the case; scope, timing and financial terms are agreed before work begins. Integration into business systems is scoped as a separate step.
What AI consulting can clarify
The discussion can connect context architecture, internal knowledge, decisions, workflows and existing tools. This can lead to a pilot, integration or development work with an agreed scope. A well-described first case helps identify the competences and resources needed, significant dependencies and who will maintain the system after the trial.
First AI project brief
Use this brief to discuss a case with the team before choosing a vendor or technology.
Activity
Which process are you addressing, and who is responsible for it?
Outcome
Which change would be useful, and how would you recognize it?
Sources
Which documents and systems are needed, with which permissions?
People
Who uses, checks and approves the outcome?
First trial
Which bounded case can you compare with the current work?
Cost and continuation
Which integration, usage and maintenance costs need assessment? When do you decide whether to proceed?
Include in the brief a piece of knowledge that could be reused: where it matters, who verifies it and which different case will let you observe its usefulness.
What capability remains after the first trial?
A first AI project can leave your business with a capability that remains useful after the initial trial.
Imagine preparing a customer proposal. During review, someone notices a missing delivery condition. The proposal is corrected. If the check is reusable, it can also become part of the method used for future proposals, together with its purpose and the sources to consult.
MAIOS develops this relationship between the result of a task and the knowledge and competences that can evolve through experience. A competence is reusable knowledge or a method that helps guide later work.
For your own project, identify something that currently depends on one person’s knowledge or has to be reconstructed repeatedly. Describe where it matters, who can verify it and how it should inform the next task. It might concern a commercial condition, the reason behind a decision or a way to recognize an exception.
Add this information to your first project outline. It will help shape the initial configuration and let you observe whether useful learning becomes available in later work.
Use Setup AI to start from the context you have prepared.
Setup AI · Form 0.16.1
Start with MAIOS
Bring the brief to the Form to describe your goals and constraints. The setup package and consulting path are two available continuations.
MAIOS sources
MAIOS, kernel_chat and MAIOS Project Kernel are independent projects. ChatGPT is an OpenAI product. Publication on ChatGPT Sites does not imply OpenAI endorsement or certification.