kuos.ai — this very platform
A full-chain consulting SaaS designed, built and operated by a 24-agent digital workforce
- 1Företagets krav
- 2Lösningsdesign
- 3PoC / pilot
- 4Leverans & utrullning
Prove AI transformation with a real operating company, not slideware
Most AI adoption stories are slideware: pilots that never reach production and demos nobody operates. KUOS needed a reference case with real users, real content, real revenue flows and real governance.
Human leadership sets direction while a specialised digital workforce supports research, content, courses, sales and invoicing without requiring a large internal AI department.
Nothing may ship — article, course or customer commitment — without human approval, with audit logging and GDPR / EU AI Act compliance built in.
A cognitive workforce with human approval gates, on one stack
- Deployed a cognitive workforce of 24 AI agents across nine departments — strategy, engineering, content, compliance, sales, customer success and a full university faculty — orchestrated under human leadership.
- Full-chain SaaS capabilities on one stack: multilingual marketing site, CMS, blog engine, KUOS University, client portal and an ERP back office covering inquiry → lead → quotation → invoice → payment.
- Multi-agent pipelines instead of single prompts: NOVA researches, PIXEL enhances, SAGE imports to the knowledge base; the university crew designs curricula, lessons, exams and certificates; ERP clerks move deals through quote-to-cash.
- Agent Studio makes orchestration visual and reusable: a drag-and-drop flow library with sub-flows, built-in workflow nodes, dispatch by key and checkpoint resumption for long-running work.
The platform itself as the pilot
- Declared the workforce as data: agent manifests, personas, skills and policy tiers loaded at boot, not hardcoded into prompts.
- Deterministic multi-step workflows for content, courses and ERP, each saving checkpoints so long jobs survive restarts.
- Validated in public: the blog you read and the courses you take come from these flows — every visitor interacts with the pilot.
From working pilot to client-facing delivery channels
Connected the consulting front door to the agent back office: a visitor inquiry becomes a scored lead, a drafted quotation and, on acceptance, an invoice — without human re-keying.
Hardened for production: sandboxed code execution with tiered policies, rate limits, audit trails, six-language delivery and a shared headless browser for real web research.
Client delivery channels: per-client API keys with rate limits, quotas and usage metering for hosted agents, plus a self-hosted Gitea (gitea.kuos.ai) for private source and image delivery to client infrastructure.
Resultat
From strategy and compliance to a university faculty, coordinated under human approval.
Consulting pipeline automated end to end: lead triage, quotation, invoicing and payment reconciliation.
Nothing ships — article, course or quote — until a human approves it.
“Every workflow on this site — the article you read, the course you take, the quote you request — is produced by the same agent workforce we deploy for clients. KUOS is not a pitch deck about AI adoption; it is the adoption.”
Teknikstack
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