Inside Universal
AI Systems
Agents, assistants and knowledge systems that act inside your business.
AI that does something: reads your documents, answers with sources, qualifies a lead, books a slot, writes the report — through governed actions, not free-form guessing. Built on retrieval over your approved knowledge, with every write going through permission, approval and audit.
What a session here ships
ONE SESSION · 10h- AI business assistants and internal knowledge assistants (RAG)
- AI agents with governed actions (approve → execute once → verify → audit)
- AI customer support and sales agents
- Lead qualification and recommendation systems
- AI analytics, content generation and workflows
Where it applies
Services · E-commerce · Clinics · Real estate · SaaS · Agencies
Proof
Facts, not promises.
- A multi-agent system with 24 workers runs advertising operations for 12 businesses every day
- An AI machine with a permission → approval → audit action bus, 500+ automated tests
- A cross-project memory layer with 5,000+ recorded decisions and lessons
Systems
What a session in this area can ship
- B2B services · SaaSAI Sales AssistantQualifies, answers objections, books the demo.Open →
- SaaS · e-commerce · utilitiesAI Support CenterResolves the 70%, escalates the 30% with context.Open →
- Any company with proceduresAI Internal Knowledge BaseYour procedures, answered with the source, in Slack or on the web.Open →
Related proof
Where it already runs
- Performance marketing agency — 12 client accountsA multi-agent advertising operating system~1,900 → ~180 real leadsOpen the proof →
- Agency product, piloted on a dental clinicAn AI-search visibility operating system13 MCP tools · 2 approved opportunities executed on the pilotOpen the proof →
- Consumer health product, liveA lab-results explainer, GDPR art. 9 by designLive · zero analytics, zero third-party requestsOpen the proof →
FAQ
Frequently asked
What is the difference between an AI chatbot and an AI system?
A chatbot answers. A system answers, then acts — it books, qualifies, updates the CRM and reports — with rules about what it may do alone and what needs a human approval.
Can the AI use only my approved information?
Yes. Every assistant I build answers from a versioned knowledge base you control; when it does not know, it says so and hands over to a human.
Start
Start Universal
€2,000 a month · 4 focused sessions · one active at a time. This area is included.