Academy / KratosLab Academy
KratosLab Academy
Clear, practical guidance for deciding what to automate, where AI helps and what a trustworthy system needs.
HOW WE APPROACH IT
Use the concept to make a better decision.
Each guide answers one practical question, shows where the approach helps, names common failure modes and ends with a next step you can use without buying anything.
PLAIN-LANGUAGE GLOSSARY
Technical terms in language you can use.
AI automationAI agentsn8n educationMCPRAG and vectorsAI SaaSEvaluation and observabilitySEO, AEO and GEO
- AI automation
- A workflow where AI interprets part of the input while rules control actions.
- Agent
- Software that selects from approved tools to pursue a bounded goal.
- MCP
- A protocol for exposing tools and context to AI systems through a consistent interface.
- RAG
- Retrieval-augmented generation: finding relevant sources before generating an answer.
- Vector database
- A store that can retrieve items by semantic similarity, not only exact words.
- Human-in-the-loop
- A designed point where a person reviews, approves or corrects execution.
- Observability
- The ability to understand what a system saw, chose, changed and escalated.
- Evaluation
- Repeatable checks of system quality, safety and task performance.
- Multi-tenant SaaS
- One product serving separate organisations with isolated data and permissions.
- Workflow orchestration
- Coordinating steps, systems, retries, approvals and state across a process.
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