Mercedes-Benz Korea: a training tool becomes a platform.
How we turned a pilot into a scaling enablement solution for the Korean market.
We build, roll out and operate it — end-to-end, since 2008 in 50+ countries. Digital. Smart. Future-proof.
Three clear promises. In each one, we take on all three roles: advise, build, operate. No slides — results in production.
In each of the three promises we take all three roles. That makes us the rare partner who owns the full lifecycle of digital solutions — one team, one SLA, one accountability.
Automotive is our core. We know the rollout complexity of a global dealer landscape, the regulatory depth of OEM processes and the signal intelligence modern sales needs today — because we have been shaping them for more than 15 years.
The same disciplines — data, spaces, automation — we translate into retail, industry, consulting and public. What works in automotive sales generalises.
We start with the AI readiness of your data landscape and deliver through to live operations — with SLAs, monitoring and guardrails. Models that don't stop after go-live, but keep learning.
Our teams build models, pipelines and interfaces that fit into existing systems — from the first strategy to 24/7 operations. For regulated clients: auditable, traceable, EU-AI-Act-ready. ISO 27001 certified.
More on data and AI→We build the agentic solutions your business actually needs — customized, integrated, operated.
360° customer profiles from heterogeneous sources. Proactive action recommendations for sales and service.
Content planning, 24/7 monitoring and performance-driven optimisation across many locations.
Multi-step processes across system boundaries — with guardrails, logs and audit trail.
KAITUM AI is an independent brand from our innovation program nrmnext — with its own team, roadmap and face. We integrate it where your sales benefits from signal intelligence.
How we turned a pilot into a scaling enablement solution for the Korean market.
Duties, risk classes, documentation — and how teams integrate it pragmatically into their delivery.
Three patterns from 17 audits over the past twelve months — and the one that almost always resurfaces.
Intro call with no obligation. Response within 24 hours.