Data, Analytics, and AI Services

Building the intelligence layer of your supply chain.

Custom pipelines, optimization models, and digital twins — built by experts in supply chain and tech. Turn data into decisions, and operations into fast, measurable, optimized systems.

Book a 30-min discovery call. No sales reps. No commitment.

🛒
Procurement
i
  • Tender Management (Pre & Post)
  • Material Compliance Cockpit (BOM-Level: REACH, RoHS)
  • Supplier Quality Cockpit
  • R&D Project Cockpit
🏭
Production
i
  • Production Forecasting
  • Finished Good CO₂ Cockpit (BOM Level)
  • Supply Chain Visibility
  • What-If Scenarios & Simulation
📦
Warehouse
i
  • Inventory Optimization
  • TABC – XYZ Cockpit
🚚
Distribution
i
  • Linehaul Optimization (Digital Twin)
  • Transport CO₂ Footprint
  • Distribution Optimization
  • Truck Utilization
Data & Technology Layer
⚙️
ERP / TMS
▶
Ingestion
🗄
Data Lake
▶
Modelling
📊
Dashboards
⚙️
Any step in any of your supply chain processes.
We optimize exactly where it matters.

Who trusts us?

Case Study — Linehaul Optimization

A shipping network that couldn’t see itself.
Now it runs 5–7% leaner.

𝒊
The Problem
No cross-network visibility. Routing efficiency was unmeasurable. Scanning errors could only be found by manually checking individual shipments — one by one.
𝒊
What We Did
Built a full digital twin of their network. Simulated consolidation scenarios — up to 24h hold windows. Delivered a live Power BI dashboard for routing, error visibility, and ongoing simulation. In 3–4 months.
𝒊
Business Value
5–7% annual cost reduction through smarter load consolidation. Full error visibility by location and type — for the first time. Staffing and hub reduction potential identified as next step.

-5-7%

Annual cost reduction
through smarter consolidation

3-4 mo

Full delivery — simulation,
routing guide & live dashboard

Zero

Error visibility before Log-hub.
Full location + type breakdown after.

Need a Digital Twin? This is for you.

We can model your network and show you the savings before you commit to anything.

NEW INITIATIVE

We mapped 50 ways to cut costs in your industry.

Covering every place cost and time hide across LSP and manufacturing operations. Pick your industry and see the use cases already proven.

Logistics Service Providers

Getting back LSP’s margin

For groupage, FTL, 4PL and contract logistics businesses — guaranteed cost savings already proven across live networks.

01Daily Network Controlling
02Dynamic Line-Haul Optimization
03SLA-Based Consolidation
04Pickup & Delivery Optimization
05Tour Optimization
06FTL Business Controlling
07FTL Dispatch Automation
08FTL Empty Mile Optimization
09Logistics Network Controlling
10Automated Location Planning
11Store Distribution Optimization
12Inbound Order Management
13Brownfield vs. Greenfield
14Cost-to-Serve on SKU Level
15Distribution Controlling
16Live Operational Optimization
17Annual Strategic Optimization
18Multi-Site Tariff Benchmarking
19Multi-Site Flow & Cost Optimization
20Dock Scheduling
€12M+
Annual savings identified
79→84.5%
Truck utilisation improved

Industrial Manufacturers

Fast & controlled manufacturing

Get production and planning back in control — every place cost hides across demand, supply and inventory planning.

01Demand Forecasting
02Demand Shaping
03Consensus Planning
04Supplier Coordination
05Upstream Design Study
06Procurement Planning
07Inventory Cockpit
08Inventory Policy Design
09Safety Stock Planning
10Replenishment Planning
11Multiechelon Inventory Planning
12Production Planning
13Production Location Planning
14Material Compliance
15Logistics Network Controlling
16Automated Location Design
17Store Distribution Optimization
18Inbound Order Management
19Brownfield vs. Greenfield
20Distribution Controlling
21End-to-End Controlling
22End-to-End Optimization
23US Tariff Evaluation Engine
24CO₂ Footprint on Material Level
25R&D Project Controlling
18–32%
Transport cost savings on flagged lanes
Weeks→Days
Network redesign scans

THE TEAM

Real Experts. Real Relationships.

This isn’t a black-box service. You know exactly who is working on your project. Our team combines deep supply chain domain knowledge with hands-on data engineering— a rare combination.

David Leifsson

Sandro Brändle

Chief Data & Analytics Officer

Janne Lehtimaki

Jonas Sigmund

Senior Data Engineer

Fernando Penteado

Felix Mutter

Senior Data Engineer

CP Van Vuren

Daniel Schade

Data Engineer

Log-hub Saravanan Maniarasu

Saravanan Maniarasu

Supply Chain Consultant

Asli İsgören

Jan Sigmund

CEO

Alexander Sigmund

Alexander Sigmund

CTO

Asli İsgören

Jürgen Rahtz

VP USA

THE REAL CONVERSATION

We hear this every week.

Most companies we talk to says one of three things. Here’s what they mean in reality.

WHAT THEY SAY

Dashboards and data exist, but decision-making still depends on manual work.

THE REALITY

A structured and connected data foundation eliminates manual aggregation, consolidates data in one place, and creates trusted, decision-ready insights.

WHAT THEY SAY

AI is in place, but it runs on unstable data and isolated use cases.

THE REALITY

A stable analytics and data foundation enables AI to deliver reliable, scalable, and sustainable value in real supply chain decisions.

WHAT THEY SAY

ERP systems store data, but they do not provide analysis, optimization, or decision support.

THE REALITY

ERP data is transformed into structured analytics, optimization models, and scenario planning tools that support real supply chain decisions.

OUR EXPERTISE

Where we go deep

We build the foundation, automate the processes, and enable your people – so nothing needs to be rebuilt afterwards.

01

Network Intelligence

Digital twin, simulation, what-if scenarios

Cost & service optimization across linehaul, network efficiency, and planning.

02

Decision Optimization

Resilience, service level, costs, CO₂

Quantified risk exposure, robust networks, and emissions targets met.

03

Operational Enablement

Data platforms, BI, supply chain cockpits

Embedded analytics that enable decisions at scale across your organization.

WHAT CLIENTS SAY

Trust, built one project at a time.

Our relationships don’t end at go-live. They start there.

“The significant added value of Log-hub AG is that they deliver what they promise. They possess technical expertise, have profound supply chain and logistics knowledge, and deliver what they promised quickly and with high quality. Additionally, what I find very positive is their flexibility and agility in collaboration. We always find a mutually agreed-upon solution.”

Fabio Menegola

Head of Supply Chain Excellence, Huber & Suhner

WHAT WE DO

Data. Analytics. AI.

Three disciplines, one goal: turning your supply chain complexity into a competitive advantage.

DATA

From chaos to clarity

You have more data than you can use, and less you can trust. We make it clean, connected, and reliable.

Business
Technical
  • One source of truth across all departments — no more conflicting reports
  • Decisions made on data you can actually trust, updated in real time
  • Your team stops wasting hours chasing numbers and starts acting on them
  • Multi-source integration: ERP, TMS, WMS, Excel, APIs
  • Automated KNIME pipelines with data quality checks and alerts
  • Validated, version-controlled data models refreshed on schedule

ANALYTICS

See what was invisible

Live dashboards update automatically. Model supply chain scenarios before you commit. Spot bottlenecks on time.

Business
Technical
  • Real-time visibility dashboards your team actually uses every day
  • Identify cost-saving opportunities you didn't know existed
  • Faster decisions — from days of reporting to seconds of insight
  • Power BI & Tableau dashboards with live data connections
  • Scenario simulation: route, network, and inventory levels
  • Automated alerts on thresholds, anomalies, and KPI deviations

AI

Predict. Automate. Optimize.

AI models that forecast demand, simulate your entire network, and optimize decisions automatically.

Business
Technical
  • Stop reacting to disruptions — start predicting and preventing them
  • Reduce inventory costs while maintaining service levels
  • Digital twin of your supply chain to test every strategic scenario safely
  • ML demand forecasting integrated with inventory replenishment logic
  • Digital twin models built on Log-hub's supply chain optimization engine
  • CO2 analytics and sustainability reporting automation

THE TECHNOLOGY

Some of the tools we use

We don’t only advise you on what to do. We do it for you. And we know how.

HOW IT WORKS

From first call to live dashboard.

A structured process with no surprises — you always know what’s happening and why. Most projects go from kickoff to first results in 4–8 weeks.

STEP 01
📞
48 hours

Discovery Call

30 min with Sandro. We understand your challenge, data landscape, and goals. You get clarity — fast.

STEP 02
🔍
2–3 weeks

Data Audit

We assess your data sources, quality, and gaps. You get an honest picture and a concrete roadmap.

STEP 03
⚙️
2–3 months

Build & Automate

Our team builds the pipeline, models, and dashboards — with you in the loop at every stage.

STEP 04
🚀
Month 3

Go Live

Real-time dashboards deployed. Your team trained. Results and ROI visible from day one.

STEP 05
📈
Ongoing

Evolve & Scale

We iterate with you. New departments, new use cases — one solution becomes many.

THE QUESTIONS WE ALWAYS ASK

✔ Where exactly is your data, and is it up to date?

✔ How fast can you react when a market disruption hits?

✔ Who last validated your numbers, and when?

✔ How long does it take to answer a question your CEO asks today?

WHAT OUR CUSTOMERS SAY AFTER WORKING WITH US

✔ Without you, this would have taken another year.

✔ With this development we now have daily transparency.

✔ We can finally react to operational questions in real time.

✔ Once one department saw it, every other one wanted the same.

A Word From Our SENIOR DATA ENGINEER

At a high level, we’re enabling companies to leverage the data they already have so their operations run more smoothly. In many large IT environments, systems tend to be static and slow to change—that’s the reality for most organizations, and we help them break through that inertia and work effectively with their data.

Jonas Sigmund

Senior Data Engineer

COMMON QUESTIONS

Honest answers to real questions.

We’ve heard every objection. Here’s how we think about them.

"We already have our data in Excel — why do we need this?"

Excel is a great tool — until it’s your only tool. The problem isn’t Excel itself, it’s that Excel doesn’t update automatically, doesn’t alert you when something breaks, and doesn’t scale across departments. We turn your existing data into a living system that works for you 24/7.

"Everything is working fine. We don't have a problem."

That’s what most of our clients say before the data audit. The real question is: how fast can you make a decision when something goes wrong? If the answer is “we need to compile a report first,” then there is a problem — it just isn’t visible yet.

"How long does a project take?"

First results are typically visible in 4–8 weeks. A full visibility dashboard with automated pipelines usually takes 8–16 weeks depending on data complexity. We work in stages, so you see progress — and value — early in the process.

"We have an IT department. Why do we need you?"

IT builds systems. We build supply chain intelligence. We’re not replacing your IT — we work alongside them. Our value is in combining deep logistics domain expertise with data engineering. Most IT teams don’t have both.

"Is this just a consulting project that ends after delivery?"

No. We build systems that continue to deliver value after go-live. Most of our clients have ongoing relationships with us for continuous improvement, new use cases, and scaling to new departments. The goal is a long-term partnership, not a one-time report.

"Our data is too messy or incomplete to work with."

Messy data is our starting point, not a blocker. Data cleaning and modeling is the first phase of every project. We’ve never walked away from a project because the data wasn’t perfect — because it never is.

"We tried analytics projects before and they didn't stick."

We hear this often. Usually, it’s because solutions were built for analysts, not for the people who actually need to make decisions. We design dashboards with the end user in mind — intuitive, actionable, and integrated into existing workflows.

"Why Log-hub specifically?"

Because we are both a technology company and a supply chain analytics company. We don’t just implement generic BI tools — we bring the supply chain logic, optimization algorithms, and logistics knowledge that turns data into real decisions. Nobody else combines these the way we do.

One call. Zero commitment. Real Clarity.

Talk to Sandro directly. In 30 minutes, you’ll know exactly what’s possible for your supply chain, and whether we’re the right fit. No sales pitch. Just an honest conversation.

Sandro Brändle

Chief Data & Analytics Officer
You’ll talk directly with Sandro — not a sales rep.

Schwandweg 5, Schindellegi

Switzerland 8834

Tel: +41 41 560 03 99

support@log-hub.com

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