Segments is an AI driven platform for catalog operations that evaluates, corrects, and enhances product data for retailers and marketplaces. It prepares catalogs for agentic commerce by making product data structured, trusted, and machine readable across channels and systems.
Segments is an AI powered catalog operations platform designed for retailers, brands, and marketplaces running on AWS. It transforms fragmented and inconsistent product data into structured, auditable, and production ready catalogs that power modern commerce systems and AI agents.
Segments uses domain specific AI agents to audit catalog quality, extract dynamic attributes, determine parts and accessories fitment, normalize taxonomy, identify regulatory and hazmat requirements, detect multipacks and replacements, and assign accurate product tax classifications. These capabilities reduce manual catalog work, prevent data errors, and improve discovery, conversion, and compliance.
At the core of Segments are Product and Tax graphs that model relationships between products, components, accessories, and jurisdictions. This graph based approach enables agentic commerce use cases such as automated merchandising, AI driven search and recommendations, and downstream workflow automation.
Segments is deployed natively on AWS and integrates with existing PIM, OMS, search, and marketplace platforms. It is designed for enterprise scale, governance, and human in the loop review, making it suitable for production retail environments.
Highlights
AI catalog operations platform that audits, enriches, and governs product data for retail and marketplace systems
Built for agentic commerce readiness with structured, machine readable catalogs and graph based product intelligence
Deployed on AWS and designed for enterprise scale, compliance, and human in the loop workflows
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
This listing has one pricing dimension: Segments Platform Access, billed by units. You buy access to the AI catalog operations platform under a contract, and the unit quantity you commit to sets your total. Pricing scales with the number of units you purchase, so you size your commitment to your catalog operations needs. There are no separate tiers or instance sizes to choose between. The platform runs as private SaaS in your own AWS account, and this purchase can draw from your existing AWS commitment.
Top-of-mind questions for buyers
What does one unit of Segments Platform Access cover?
The pricing table defines a unit as access to the AI catalog operations platform. The platform processes product records through discovery, content, and compliance agents at SKU scale. The exact mapping of units to catalog volume or throughput is not specified in the available data, so confirm sizing with the vendor.
Does the platform process product records in real time, in batches, or both?
Both. You can call synchronous endpoints when a product is created, edited, or reviewed for real-time enrichment. You can also submit up to 50 products per batch for asynchronous processing and poll status or subscribe to completion events. This flexibility does not change your unit-based commitment.
What runs inside the platform, and does my data leave my environment?
The platform ships as private SaaS deployed in your own AWS account, so data stays within your boundary. It runs discovery, content, and compliance agents that classify products, extract attributes, generate content, and flag compliance signals. Each agent returns an auditable decision record with a retrieval identifier for downstream systems.
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Vendor refund policy
Refunds for Segments are evaluated on a case by case basis. Customers may request a refund within 14 days of purchase if the product has not been materially used or services have not been delivered. Refunds do not apply to completed audits, delivered outputs, or services already rendered. Refund requests must include the AWS Marketplace order ID and be sent to support@paladio.ai
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Support is provided by the Segments engineering team via email and scheduled calls. Customers receive onboarding support, architecture guidance, and ongoing technical assistance. Contact support at support@paladio.ai
AWS infrastructure support
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