Scaling AI Across Hundreds of Stores, Marketplaces, and Millions of SKUs.
We partner with retail chains, trading groups, B2B distributors, and omnichannel enterprises to integrate high-scale AI pipelines into SAP S/4HANA Retail, PIM landscapes, and multi-site supply chain operations.
AI means so many things. Which AI do you actually need? What is your specific area of application?
02 · FROM EXPERIMENT TO ENTERPRISE
We help - from short-term pilot projects and rapid experiments all the way to enterprise solutions.
03 · DISCOVER THE POSSIBILITIES
Simply streamline daily workflows or transform an entire business unit with autonomous agents? Discover the possibilities with us.
Enterprise PIM & Content Scaling
Fully automated data enrichment and localization (DE/FR/IT/EN) in Akeneo, Pimcore, and SAP Commerce.
Multi-Store Demand Forecasting
Store- and channel-level demand, allocation, and markdown models to maximize gross margin.
Enterprise AI Governance
Secure brand, pricing, and customer data architecture compliant with the Swiss FADP and EU AI Act.
Consulting Offer
Strategy, Governance & Implementation
We combine strategic foresight with industry-specific compliance and technical process implementation.
Level 1: Enterprise Retail Roadmap & ROI Architecture
“The Brain” – Value Creation for Executive Boards, CDOs & Category Management
We align your AI investments strictly with core retail KPIs: gross margin return on inventory (GMROI), inventory turnover, time-to-market, and customer lifetime value.
Omnichannel Value-Chain Audit: Deep-dive analysis of data flows between central procurement, PIM/DAM, ERP (SAP S/4HANA), central warehouses, store POS, and digital commerce.
Platform & Architecture Strategy: Integration into existing cloud data warehouses (Snowflake, Databricks, BigQuery, Azure Synapse) without creating new data silos.
Bankable Enterprise Business Case: Quantification of out-of-stock reduction, working capital release, return rate reduction, and process automation.
Level 2: Privacy, Competition Law & Brand Governance
“The Shield” – Swiss FADP, EU AI Act & Brand Safety
With millions of consumer touchpoints and sensitive supplier terms, we safeguard your AI systems legally and technically.
Privacy for Loyalty & Customer Data (Swiss FADP / GDPR): Legally compliant architecture for loyalty programs, personalization, and first-party data analytics.
Pricing & Algorithmic Governance: Control mechanisms for dynamic pricing to safeguard brand positioning, Swiss price indication rules (PBV), and regulatory compliance.
Protection of Confidential Supplier Terms: Isolated enterprise tenants prevent any leakage of supplier contracts, rebates, and margin calculations.
“The Muscle” – Production-Grade Operations in Retail Groups
We transition prototypes into high-availability enterprise pipelines and upskill your purchasing, marketing, and digital teams.
SAP, PIM & Composable Commerce Integration: Seamless connection to SAP S/4HANA Retail, SAP Commerce Cloud, Akeneo, Pimcore, Salesforce Commerce Cloud, and Commercetools.
MLOps & Scalable Data Pipelines: Automated monitoring of forecast accuracy (MAPE/WAPE), data drift, and content quality.
Role-Based Enablement Across Divisions: Structured enablement tracks for category managers, buyers, e-commerce teams, regional store managers, and IT.
AI Solution Horizons
From Quick Wins to Transformation
Structured implementation steps tailored to your industry value chain.
Phase 1: Enterprise PIM Automation & Omnichannel Service
Short-Term
Massive acceleration of time-to-market for tens of thousands of SKUs alongside relief for your central customer care center.
Automated PIM Data Enrichment Pipelines: AI-driven extraction, classification (ETIM, eCl@ss, GS1), and four-language copy generation directly inside Akeneo, Pimcore, Stibo Systems, or SAP Commerce.
Omnichannel Customer Care & Order Orchestration: Enterprise voice and chat agents directly integrated with OMS, CRM (Salesforce, Microsoft Dynamics), and carrier tracking across hundreds of thousands of interactions.
Retail AI Governance & Brand Safety Guardrails: Company-wide policies and technical guardrails for marketing, category management, and procurement to protect brand equity and supplier terms.
Predictive steering of merchandise flows, promotional planning, and pricing across central distribution centers, store networks, and e-commerce.
Store- & Channel-Level Demand Forecasting: Machine learning models predict sell-through at the SKU/store level, factoring in weather, local events, promotional pressure, and cannibalization effects.
AI-Driven Promotion & Markdown Optimization: Determining optimal promotional price points and markdown timing for seasonal and fresh goods to minimize write-offs and food waste.
Hyper-Personalization & Next-Best-Offer: Real-time product recommendations and individualized loyalty campaigns across mobile app, webstore, and POS.
Phase 3: Autonomous Merchandising & Supply Chain Systems
Long-Term
Transformation into a fully connected, self-optimizing retail enterprise.
Agentic Category Management & Supplier Intelligence: AI agents analyze assortment gaps, competitor pricing, supplier SLAs, and contribution margins as decision support for central procurement.
Automated Store Space & Planogram Optimization: Data-driven optimization of shelf-space allocation per store cluster based on local purchasing power and sell-through patterns.
End-to-End Supply Chain Resilience & ESG Tracking: Automated monitoring of global supply chain risks and seamless capture of origin, carbon footprint, and due-diligence documentation.
Swiss Tech & Data Architecture
Enterprise AI Platform Modules for Retail & Wholesale Groups
High-scale solutions for assortment, pricing, and customer operations in trading enterprises.
Whether a clearly defined project or agile support – you have full cost control.
Project Package
Maximum Planning Certainty
Ideal when the goal and scope are clearly defined. We agree on a fixed outcome at a fixed price. Scope, milestones, and acceptance criteria are bindingly defined before the project starts. Any changes are coordinated with you before implementation.
Result GuaranteeWe deliver until the agreed goal is achieved.
Budget SecurityYou know exactly what it costs. No surprises.
Expert-on-Demand
Agile Support & Interim
Book our experts flexibly as needed – whether as a strategic advisor for a few hours or as an integral part of your team.
Interim-SupportWe work hands-on operationally to bridge bottlenecks.
No OverheadFull flexibility without long-term staffing commitments.
Approach
What Are the Next Steps?
Erstgespräch (Free)
We discuss your goals with you and clarify without obligation where AI has the greatest leverage in your company. Together we define the framework for a potential collaboration.
1
2
Deep Dive Audit
We analyze your data and processes to uncover concrete automation potentials. We prioritize the use cases that deliver the highest ROI.
Pilot Phase
Instead of pure theory, we implement a working pilot project in a selected area. This proves measurable value risk-free before larger investments are made.
3
Scaling
We roll out the solution, empower your team through training, and establish Swiss FADP-compliant guidelines for sustainable, secure operation.
ENTERPRISE RETAIL BENCHMARKS
Measurable Value Creation from AI in Large-Scale Retail
Primary data from Swiss retail statistics and global enterprise benchmarks confirm the margin and efficiency leverage.
>CHF 100B2024
Annual Swiss Retail Turnover
According to the Federal Statistical Office (FSO / BFS), Swiss retail operates in a fiercely competitive market under high margin pressure – even a 1% improvement in markdowns or availability translates into millions in EBIT.
Enterprise retail benchmarks show that AI-powered demand forecasting and multi-echelon replenishment reduce stockouts by up to 30% while significantly lowering working capital tied up in inventory.
Automated PIM pipelines for attribute extraction and multilingual content generation cut onboarding lead times for new collections in omnichannel retail by up to 80%.
How do you integrate AI pipelines into our existing SAP S/4HANA Retail and PIM landscape (e.g., Akeneo, Pimcore, Stibo)?
We build event-driven API and data warehouse pipelines (e.g., via Snowflake, Databricks, Azure, or GCP) that pull master data directly from your PIM/ERP, enrich it with structured attributes, classifications, and four-language copy, and write it back with a confidence score for approval.
02
How do we prevent inaccurate product specs or off-brand copy across tens of thousands of automatically generated SKU descriptions?
We enforce strict grounding on verified manufacturer specifications (zero-invention principle), combined with brand-specific tone matrices and automated validation rules. Critical mandatory fields (e.g., hazardous goods, allergens, technical norms) are cross-checked via deterministic rules.
03
How much historical data is required for store-level demand forecasting?
Typically, 24 to 36 months of POS sell-through and promotional history from your ERP or data warehouse is sufficient. During our Phase 1 audit, we clean anomalies (such as past supply disruptions) and enrich the dataset with external weather, holiday, and calendar signals.
04
How do you safeguard our confidential supplier terms, margins, and loyalty customer data under the Swiss FADP?
All models and data pipelines run in isolated enterprise tenants (Swiss/EU data residency) with strict role-based access control. Neither supplier terms nor customer profiles from your loyalty program ever leave your protected infrastructure or feed into public training models.
Artificial Intelligence tailored to your department
We are happy to assist you in consulting on your business processes and within your selected areas of the value chain:
Sales & Distribution
Boost your conversion rates in sales: We show you how to leverage intelligent lead scoring and deeper customer insights to unlock hidden revenue potential.
Optimize your liquidity and cash flow forecasting. We support you in eliminating manual data entry and establishing precise real-time financial reporting.
Boost your conversion rates in sales: We show you how to leverage intelligent lead scoring and deeper customer insights to unlock hidden revenue potential.
Optimize your liquidity and cash flow forecasting. We support you in eliminating manual data entry and establishing precise real-time financial reporting.
Boost your conversion rates in sales: We show you how to leverage intelligent lead scoring and deeper customer insights to unlock hidden revenue potential.
Optimize your liquidity and cash flow forecasting. We support you in eliminating manual data entry and establishing precise real-time financial reporting.
Boost your conversion rates in sales: We show you how to leverage intelligent lead scoring and deeper customer insights to unlock hidden revenue potential.
Optimize your liquidity and cash flow forecasting. We support you in eliminating manual data entry and establishing precise real-time financial reporting.
Boost your conversion rates in sales: We show you how to leverage intelligent lead scoring and deeper customer insights to unlock hidden revenue potential.
Optimize your liquidity and cash flow forecasting. We support you in eliminating manual data entry and establishing precise real-time financial reporting.