Ontologies for Retail
From personalized recommendations to supply chain traceability — unify customer, product, and supplier data into a semantic layer that powers real-time decisions and audit-ready compliance.
The Problem
Siloed Supply Chain Data
Product, ingredient, supplier, and manufacturing data live in disconnected systems — making it impossible to trace contamination, assess multi-tier supplier risk, or model the downstream impact of a disruption without weeks of manual effort.
Untraceable Compliance
Sustainability and quality obligations — ESG reporting, recall readiness, ethical sourcing — require end-to-end traceability that fragmented data and legacy systems simply cannot provide. Audits become costly exercises in guesswork.
Disconnected Intelligence
Personalization, demand forecasting, and inventory optimisation suffer because customer, product, and supply data are never unified. AI models trained on isolated datasets generate recommendations that ignore real-world constraints.
The Ontology Advantage
Drive Revenue
- Measurable revenue uplift from personalised recommendations grounded in real inventory and behavioural signals
- Serve each shopper the right product at the right moment — recommendations that account for actual stock and margin
- Optimise promotions dynamically based on customer lifetime value, inventory position, and real-time demand
- Increase average order value with intelligent complementary product signals at every touchpoint
Optimise Operations
- Reduce overstock and stockouts by connecting sales velocity, supply chain, and real-time demand signals automatically
- Multi-tier supplier visibility with cascading impact analysis and instant batch recall capability
- Align store labour and fulfilment operations to real-time demand patterns across stores and digital channels
- Inventory optimisation through connected demand and supply intelligence — no ETL, no data movement required
Strengthen Compliance & Trust
- Maintain accurate provenance, ingredient, and certification data across all SKUs with traceable lineage
- Recall and contamination root cause identified in minutes, not days — with full audit-ready lineage to source
- Automate labelling, recall, and reporting workflows to meet evolving consumer protection requirements
- ESG and ethical sourcing reporting with built-in, audit-ready lineage across the full supplier network
Unlock Customer Intelligence
- Unify online and offline customer identities across all channels to power consistent, relevant experiences
- Loyalty signals connected to inventory and personalisation engines — every recommendation is supply-aware
- Omnichannel decisioning powered by a governed knowledge layer — not disconnected models per channel
- Zero data migration — works on existing ERP, WMS, and POS infrastructure in a single session
Get Started in One Session
Every implementation is tailored to your unique challenges.
From Our Happy Customers
Prometheux is a Trusted Knowledge and Decision Intelligence platform. Imagine being able to define concepts connected to any source and orchestrate these to solve complex business challenges. In the age of AI and LLMs, Prometheux is a critical tool to ensure decisions are made with proper context, transparency and explainability.
Generative AI without ontologies is an engine without a road. Prometheux builds the road.
Prometheux is more than just technology; it is a catalyst for fact-based decision-making. The ability to query heterogeneous databases through a flexible ontology makes it possible to infer deep knowledge and automate complex tasks, delivering trustworthy insights that far exceed the capabilities of traditional systems.
With Prometheux, we achieved a speed-up of over 250% on critical tasks involving complex reasoning over knowledge graphs with hundreds of millions of nodes and billions of edges. In the financial domain, where timeliness and analytical depth are both essential, this level of performance improvement significantly enhances our ability to extract insights, manage risk, and support data-driven decision-making at scale.
Prometheux enabled us to build a system that can access our databases, process all the client’s historical variables, and provide an intelligent, understandable explanation autonomously.
Prometheux is a Trusted Knowledge and Decision Intelligence platform. Imagine being able to define concepts connected to any source and orchestrate these to solve complex business challenges. In the age of AI and LLMs, Prometheux is a critical tool to ensure decisions are made with proper context, transparency and explainability.
Generative AI without ontologies is an engine without a road. Prometheux builds the road.
Prometheux is more than just technology; it is a catalyst for fact-based decision-making. The ability to query heterogeneous databases through a flexible ontology makes it possible to infer deep knowledge and automate complex tasks, delivering trustworthy insights that far exceed the capabilities of traditional systems.
With Prometheux, we achieved a speed-up of over 250% on critical tasks involving complex reasoning over knowledge graphs with hundreds of millions of nodes and billions of edges. In the financial domain, where timeliness and analytical depth are both essential, this level of performance improvement significantly enhances our ability to extract insights, manage risk, and support data-driven decision-making at scale.
Why Prometheux?
The only data engine that makes ontologies operational
Works across your existing infra. No migrations. No GraphDBs
Exponential speed gains, minutes not months
Deterministic, auditable, compliance-ready
Purpose-built for deterministic agentic workflows you can trust
Transparent by design
Power Up Your Stack in 1 Click.
Deploy on your existing infrastructure. Run workloads natively on your existing compute, entirely within your environment with our native integrations.
Resource Center
Perspectives on our customers, future of data, AI, and ontologies.
Driving measurable uplift through intelligent, real-time product recommendations.
Prometheux brings ontology-based data processing directly on Snowflake.
Transforming credit risk analysis from 17 minutes to 5 seconds.
