AI Consultancy From strategy to production
Schmunk
German engineering for AI

We build AI systems that ship. German engineering discipline — precision, rigour, reliability — applied to production LLM systems and intelligent automation. Results, not slides.

Start a project →
Precision — Rigour — Reliability / AI Strategy / LLM Systems / Intelligent Automation / Data & ML Engineering / Enablement / Due Diligence / Dubai — Ajman — Europe
01 — Services

From strategy to shipped systems

Hands-on across the full lifecycle: identifying where AI moves a real business number, then building and operating the systems that capture it.

/01 AI Strategy Opportunity assessment, build-vs-buy analysis, and a prioritized roadmap tied to measurable outcomes — not technology for its own sake.
/02 LLM Systems & Agents Production-grade applications on frontier models: retrieval, agents, copilots, and domain assistants — with evaluation, guardrails, and cost control built in.
/03 Automation Intelligent automation of document-heavy and repetitive workflows — measured in hours saved and error rates reduced.
/04 Data & ML Engineering The foundation that makes AI work: pipelines, model integration, MLOps, and infrastructure that runs reliably.
/05 Enablement Hands-on training and embedded coaching so your team can extend and own the systems we build together.
/06 Due Diligence Independent technical assessment of AI products, vendors, and codebases for investors and acquirers.
02 — Approach

Small team. Senior hands. Working software fast.

Every engagement is run by people who write code — no layers of account management.

Phase 01

Diagnose

Focused discovery of your data, workflows, and constraints. We identify where AI moves a real business number.

Phase 02

Prototype

A working proof of value in weeks, tested against your actual data — before serious budget is committed.

Phase 03

Ship

Hardened for production: security, evaluation, monitoring, and integration with the systems you already run.

Phase 04

Transfer

Documentation, training, and handover. We measure success by what still runs after we leave.

03 — Projects

Featured project
Henkel · SalonLab

AI-powered hair diagnostics at molecular level — from a handheld near-infrared scan to a personalized formulation.

Henkel

SalonLab is Schwarzkopf Professional's connected hair-diagnostics ecosystem: a handheld Smart Analyzer that reads the hair's inner condition at molecular level using near-infrared sensor technology — where traditional consultation stops at outer appearance — paired with a consultant app that turns each scan into a hair profile and score, and feeds personalized treatment and color recommendations, down to bespoke formulations mixed for the individual client.

Salon consultation becomes a data product: measure, model, recommend, formulate — in minutes, at the chair.

Our role

AI & data engineering on the SalonLab diagnostics pipeline. Details under NDA — references on request.

NIR Spectroscopy ML Modelling Personalization Connected Devices
How it works Scan → Spectrum → Model → Formula
Step 01

Scan

The handheld Smart Analyzer sweeps the hair fibre. Near-infrared light penetrates beyond the surface.

Step 02

Spectrum

The reflected signal encodes the hair's molecular composition — inner quality, moisture, structure.

Step 03

Model

ML models map the spectrum to a hair profile and score — combined with the stylist's expert input in the app.

Step 04

Formula

The profile drives personalized treatment and color recommendations — down to an individually mixed formulation.

SalonLab® and Henkel® are trademarks of Henkel AG & Co. KGaA · Shown as client work — product © Schwarzkopf Professional

04 — About

Built by an engineer.
Run like a product team.

SCHMUNK was founded by Jordan Schmunk — technical founder, AI/full-stack engineer, and holder of ten granted patents — with a track record across machine learning, large-scale web systems, and technology commercialization.

The firm exists because most AI initiatives fail in the gap between the strategy deck and the codebase. We close that gap by keeping strategy and engineering in the same hands: senior people who have shipped production systems, embedded directly with your team.

The name is a promise: a German approach to engineering, applied to AI — precise scoping, documented decisions, tested systems, and software built to keep running long after handover.

Based in the United Arab Emirates. Working with clients across the Gulf and Europe, on-site or remote.

Company
Schmunk FZ LLC
Registered
Ajman NuVentures Centre Free Zone, UAE
Focus
Applied AI & intelligent automation
Founded
2026
Languages
English · German
05 — Contact

Tell us what you're trying to solve.

An honest view within two business days on whether — and how — AI can help.

hello@schmunk.xyz