AX (AI transformation) changes how work gets done: AI agents handle the repetitive work while people keep judgment and approval. Noventis designs and builds business automation in four stages (AX diagnosis, agent design, build & PoC, operate & improve). A first project usually targets one touchpoint and reaches PoC within 4–8 weeks.
Each service page covers the questions it answers, scope, what we don't do, deliverables and FAQ (in Korean).
What we do
We connect four areas of expertise
into automation that actually runs,
proven on client projects.
We design and build agents that orchestrate LLMs around your business rules and approval points.
We turn repetitive content operations (multilingual subtitles and translation, content conversion, review) into automated pipelines. We don't produce content for you; we build the systems your team runs.
We automate the operating loop from creative generation to publishing, performance analysis and issue monitoring.
We build iOS and Android apps, web, backend and admin consoles end to end.
How we work
We separate what to automate from what people decide, and move validated scope into operation first.
We map repetitive work and data flows, then separate what to automate, where people decide and where approval is required.
We define inputs, outputs and approval rules for each task, and when to hand off to a person on failure. Brand facts and tone come first.
We build agents on real business data and people review the results. Only validated scope moves into operation.
We measure throughput, errors and review time, re-measure on the same basis, and widen the agents' scope.
We review results on real business data and move validated scope into operation. When considering adoption, check these items in the proposal and contract.
Accuracy review criteria (in Korean)Items to check in an operating contract (in Korean)
From choosing a vendor and picking tasks to accuracy and security checks, operating contracts and costs, in buying order (articles in Korean).
Our work
From research to delivery and operation.
Client projects and our own product.
13 countries0
AI subtitle and dubbing translation
Tocom Media Delivered
Subtitle and dubbing translation system, marketing operations automation, custom CMS agent
2026.01Agentria platform testing and agent design advisory
Content and global localization partnership (MOU)
AI subtitles & translation (13 countries), marketing ops automation, CMS agent
Short-drama OTT app and admin
Media monitoring system
Educational shorts platform PoC
AI family task manager (our own product)
From starting AX to working with Noventis.
Noventis describes reviewing results on real business data and moving validated scope into operation. When considering adoption, check the reviewer and approval or rejection criteria, how throughput, errors and review time are measured, handoff conditions when a task fails, and the scope moving to operation in the proposal and contract. These review items do not guarantee any individual project's features or results.
Sources: Noventis · AX diagnosis through operation · Accuracy review criteria (Korean) · Items to check in an operating contract (Korean)
AX stands for AI Transformation: changing how an organization works so that AI agents do the repetitive work while people keep judgment and approval. Noventis works by the principle “Repetition to AI, judgment to people” and covers diagnosis, design, build and operation.
Sources: Ministry of Trade, Industry and Resources · Manufacturing AX results: 30% productivity improvement across 170 sites (Seoul Shinmun, September 11, 2026; Korean source) · Korea Policy Briefing · Large-scale AI transformation projects begin (Korean source)
We have validated four domains on real client projects. (1) AI agents: Agentria platform testing and agent design advisory for Genesis Lab; CMS and marketing operations agents for clients. (2) Media & content: Fox Edu educational shorts PoC; AI subtitle and dubbing translation for 13 countries. (3) Marketing & data: marketing operations automation; a media monitoring system for Korea's milk checkoff board (in operation). (4) Service platforms: KShort short-drama OTT app and admin; full-stack iOS, Android and backend.
RPA and macros repeat fixed rules and screen sequences, and chatbots mostly answer questions. AI agents read unstructured input such as emails and documents and carry the work through classification, summarization and drafting. Because they can be wrong, Noventis first defines the inputs, outputs and approval rules for each task and when to hand off to a person, and we never design automation that sends messages, makes payments or deletes data without approval.
In four stages. (1) AX diagnosis: we review repetitive work and data flows and separate what to automate from where people decide. (2) Agent design: we define input, output and approval rules for each task. (3) Build & PoC: we build agents on real business data and validate the results. (4) Operate & improve: we measure outcomes and widen the agents' scope. Contact us at contact@noventis.io.
LLM orchestration, RAG, prompt evaluation and guardrails, and multi-LLM routing (agents); generative AI, STT, TTS and LoRA (media); ad ops automation, monitoring and KPI dashboards (marketing & data); Swift, Kotlin, Flutter, Next.js, Supabase and PostgreSQL (platforms). We don't lock into one model; our evaluation framework lets us switch and re-validate models.
A first project usually targets one touchpoint (inquiry emails, quote requests, booking calls, etc.) and reaches PoC within 4–8 weeks. Cost depends on the automation scope and the number of systems to integrate, and is confirmed in a written quote after the diagnosis meeting. We don't promise outcomes; we report measured values such as throughput, errors and review time.
We don't build automation that sends messages, makes payments or deletes data without approval, we don't guarantee outcomes we can't measure, and we don't produce video or ad content for you. Noventis designs, builds and operates systems that automate a company's repetitive work, and reports results as measured values such as throughput, errors and review time.
Email us at contact@noventis.io. We reply in Korean and English. Our address is 4F, 13 Yeonnam-ro, Mapo-gu, Seoul, Republic of Korea.
The next change starts with your work
Tell us what keeps repeating.
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