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mlop: Experiment tracking for training ML models. It is listed under Data & Analytics on AI Registry with a free plan and paid upgrades.
The tools below are approved listings in the same category, ordered by how closely their tags match mlop. This is an automatic list. We have not written a researched verdict for mlop yet, so treat it as a shortlist and check each vendor's pricing page before switching.
Built from each tool's listing. Vendors can update their own listing after claiming it.
Understand why your AI agent breaks. Iterate fast to fix it.
Laminar is an open source observability platform for AI agents. It records what an agent does during each run and presents it so developers can find and fix failures, rather than reading raw span trees. The platform automatically captures LLM calls, tool calls, sub agents, costs and tokens, and shows them in a transcr...
Infrastructure for managing GPU clusters for training/serving.
Trainy is a GPU workflow suite for AI teams, covering training job scheduling, inference serving and experiment tracking. Teams can adopt one product or all three, and each is built around keeping long running GPU work reliable. Konduktor handles training and inference. A job is described in a YAML file with node coun...
The fastest way to ship airtight AI
Openlayer is an AI governance and observability platform for regulated enterprises. It gives organizations one place to test, monitor and govern the models, agents and copilots they run, with the aim of producing audit ready evidence for each system. The platform is organized in layers. Discovery builds an organizatio...
The AI platform for CRE investment teams
PropRise is an AI platform for institutional commercial real estate teams that source and underwrite deals. It consists of two products, Primer and Beacon, and is backed by Y Combinator, General Catalyst and MetaProp. Primer turns deal documents into underwriting. A user uploads an offering memorandum, rent roll or tr...
Superb AI provides end-to-end computer vision MLOps platform
Superb AI is an industrial computer vision company that sells a platform for building and running vision models, alongside industry specific solutions. The stack runs from data labeling and curation through model training to deployment and video analytics, and is aimed at both AI engineers and on site operational teams...
Water risk mitigation for industrial sites
Waterplan is the world’s leading climate platform to measure, respond, report, and monitor companies increasingly changing climate water risk. Customers include multinational companies like Coca-Cola, Diageo, Colgate & Ab InBev. The platform combines companies’ operational data with local water satellite imagery to pro...