Our Investment in atronous.ai to Power the Intelligent Data Layer of Commerce

February 27, 2026

By The Artemis Fund
The Artemis Fund believes technology can create prosperity for all. With offices in New York, Texas, Massachusetts, and Nevada, Artemis leads seed rounds for companies creating resilient families, individuals, and businesses across the US.
A mid-sized home goods brand lands a coveted placement with a national retailer. It should be a growth moment. Instead, the team is stuck combing through thousands of PDFs, packaging files, and spreadsheets to extract dimensions, materials, certifications, and compliance details just to meet the retailer’s listing requirements. Each marketplace uses different templates. Listings get rejected for missing attributes. Weeks turn into months, and inventory sits in warehouses while revenue is delayed. In modern commerce, the biggest barrier to selling more products is not demand, it is product data.
The product data and catalog automation market represents a roughly $20B opportunity in the U.S. alone and $80 to $100B globally, driven by more than 10 million active marketplace sellers worldwide.
The PIM (Product Information Management) and syndication market ($4B+) was built to store and distribute product data, not create it. Platforms like Salsify and Syndigo assume data arrives clean and structured. For most suppliers, it doesn't. Companies spend 2-3x their PIM investment on offshore teams, agencies, and internal staff to prepare data for systems that can't automate the upstream work.
Artemis is pleased to announce our investment in atronous.ai, the intelligent data layer for modern commerce. Today, atronous transforms messy, unstructured product data into clean, compliant listings, serving as a single source of truth for suppliers and retailers at the SKU level across marketplaces like Amazon, Walmart, and eBay.
atronous is building the retail operating system that will become the "Golden Catalog" source of truth for all product data - transforming how 4-5M+ businesses get products to market and positioning themselves as the critical infrastructure layer that powers the next generation of AI commerce agents. They're evolving from automating today's manual data processes to owning the product intelligence layer that will enable AI agents to discover, understand, and recommend products across the entire commerce ecosystem.

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atronous is led by a founding team with decades of experience building data and AI infrastructure for global commerce platforms. CEO Jayashree (Jaya) Dutta previously led Walmart’s real-time data platform processing billions of events per day, and built AI and risk systems at Robinhood, Uber, and The RealReal. CTO Surajit Dutta has architected large-scale systems at Salesforce, DoorDash, and Yahoo, including launching Salesforce Einstein and designing DoorDash’s payments ledger. Co-founder and Head of Product Niru Anisetti has led product and engineering across American Express, Cloudera, IBM, Intuit, and Yahoo, bringing deep expertise in enterprise data systems.
The Opportunity
In the U.S. alone, there are approximately 2 million businesses selling through retailers or marketplaces, each spending an average of $7,000–$12,000 annually on catalog management and product data syndication.
Within high-SKU verticals such as home goods, medical devices, electronics, and industrial tools, roughly 64,000 companies represent $0.5–1.0B in annual spend on catalog onboarding automation.
The most immediate opportunity sits within ~10,000 mid-to-large enterprises actively scaling marketplace strategies, representing a ~$300M near-term SAM.
This translates to a ~$20B U.S. TAM, expanding to $80–100B globally as more than 10 million sellers worldwide navigate increasingly complex digital retail infrastructure.
The Solution
atronous is an AI-native platform that converts raw packaging files, manuals, schematics, spreadsheets, and ERP exports into golden catalogs: structured, validated, and marketplace-ready product listings. Leveraging multimodal LLMs for text and image extraction, a proprietary taxonomy spanning 2M+ products and over 1M constraints, and a dual QA system with full traceability to prevent hallucinations, atronous automates attribute extraction, enrichment, compliance validation, and template generation.
The Impact
With atronous, onboarding cycles shrink from months to days and costs drop by up to 90%, giving suppliers a unified product data system. The atronous platform unlocks working capital, accelerates revenue capture, and increases marketplace liquidity. By enabling cleaner catalogs, faster onboarding, stronger cross-selling, and higher conversion rates, companies can scale distribution across every channel where products are sold. As commerce becomes increasingly AI-enabled, atronous is building the data infrastructure that ensures products are searchable, compliant, and ready to transact at scale.
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