3.009 estudos de caso de ferramentas de IA: Que a IA trouxe em ?
- 10x“Experiment tracking has given us 10x velocity”Woven by Toyota usa Weights & Biases. Indústria automotiva.Estudo de caso do fornecedorwandb.aiPublicado em fevereiro de 2024Capturado em 8 de out. de 2026
- 62,000 models“the team has used W&B to train 62,000 models over the span of 271,000 hours”Aleph Alpha usa Weights & Biases. Inteligência artificial.Estudo de caso do fornecedorwandb.aiPublicado em outubro de 2023Capturado em 8 de out. de 2026
- over three thousand“W&B has helped train over three thousand personal models”Personal AI usa Weights & Biases. Inteligência artificial.Estudo de caso do fornecedorwandb.aiPublicado em outubro de 2023Capturado em 8 de out. de 2026
- 50 or 100 times“We're now driving 50 or 100 times more experiments versus what we were doing before on the Mk1 IPU systems”Graphcore usa Weights & Biases. Semicondutores e hardware.Estudo de caso do fornecedorwandb.aiPublicado em outubro de 2023Capturado em 8 de out. de 2026
- 4.3x“we speeded up EEF training by 4.3x and also improved model accuracies”Lyft usa Weights & Biases. Mobilidade e transporte por aplicativo.Estudo de caso do fornecedorwandb.aiPublicado em outubro de 2023Capturado em 8 de out. de 2026
- NEURA Robotics uses Weights & Biases Models to track training and validation metrics, simulation testing, and real-world robot testing for its perception-language-action foundation model.NEURA Robotics usa Weights & Biases. Inteligência artificial.Estudo de caso do fornecedorwandb.aiPublicado em agosto de 2026Capturado em 8 de out. de 2026
- RadAI's machine learning team uses the Weights & Biases model registry to move models from research to production.Rad AI usa Weights & Biases. HealthTech e saúde digital.Estudo de caso do fornecedorwandb.aiPublicado em agosto de 2026Capturado em 3 de out. de 2026
- JetBrains uses W&B Weave as its observability provider for running agent evaluations on Koog. Reviewing the logs helped the team find that some of their core AI algorithms were not working correctly.JetBrains usa Weights & Biases. DevTools e infraestrutura.Estudo de caso do fornecedorwandb.aiPublicado em agosto de 2026Capturado em 8 de out. de 2026
- Decart uses W&B Models to track every training experiment for its Oasis 3 world model, run sweeps for hyperparameter optimization, and version datasets, checkpoints, and model outputs with Artifacts.Decart usa Weights & Biases. Inteligência artificial.Estudo de caso do fornecedorwandb.aiPublicado em junho de 2026Capturado em 8 de out. de 2026
- ReelData, which provides an AI suite for land-based fish farmers to optimize feeding and fish care, uses Weights & Biases as the central platform for its ML workflow.ReelData usa Weights & Biases. Agricultura e AgTech.Estudo de caso do fornecedorwandb.aiPublicado em janeiro de 2026Capturado em 8 de out. de 2026
- Shell's NLP research team uses Weights & Biases to log experiments, build custom dashboards, run hyperparameter sweeps, and track evaluations and user feedback while adapting large language models to its internal…Shell usa Weights & Biases. Energia, utilities e cleantech.Estudo de caso do fornecedorwandb.aiPublicado em novembro de 2025Capturado em 8 de out. de 2026
- IBM uses Weights & Biases to tune model parameters before launching large training runs of its Granite foundation model, and to accelerate the ML workflows of its AI researchers.IBM usa Weights & Biases. Serviços de TI e integração de sistemas.Estudo de caso do fornecedorwandb.aiPublicado em outubro de 2025Capturado em 8 de out. de 2026
- Pinterest uses Weights & Biases as a core part of its standardized ML engine, MLEnv, for experiment tracking across the organization and for model management through the W&B Registry.Pinterest usa Weights & Biases. Mídia e editoras.Estudo de caso do fornecedorwandb.aiPublicado em julho de 2025Capturado em 8 de out. de 2026
- SambaNova uses Weights & Biases Models to track and validate model training, and uses W&B Weave to trace, evaluate and benchmark LLM inference workloads.SambaNova usa Weights & Biases. Semicondutores e hardware.Estudo de caso do fornecedorwandb.aiPublicado em março de 2025Capturado em 8 de out. de 2026
- Captur's ML team uses Weights & Biases to track training runs and metrics, record datasets, training, evaluation and deployment as Artifacts, and manage release candidates and production deployments through Registry for…Captur usa Weights & Biases. Inteligência artificial.Estudo de caso do fornecedorwandb.aiPublicado em janeiro de 2025Capturado em 8 de out. de 2026
- Riskfuel uses Weights & Biases experiment tracking to monitor and compare model training runs across many client projects, where it builds neural network replicas of derivatives pricing models.Riskfuel usa Weights & Biases. Inteligência artificial.Estudo de caso do fornecedorwandb.aiPublicado em novembro de 2024Capturado em 8 de out. de 2026
- Neuralift AI, a marketing segmentation platform, uses W&B Weave to log, trace and evaluate the LLM-generated summaries, insights and suggested actions in its product, and to compare models and providers.Neuralift AI usa Weights & Biases. MarTech.Estudo de caso do fornecedorwandb.aiPublicado em setembro de 2024Capturado em 8 de out. de 2026
- Canva's ML platform team uses Weights & Biases for experiment tracking and uses the W&B Registry as a central hub to separate production-ready models from experimental ones.Canva usa Weights & Biases. MarTech.Estudo de caso do fornecedorwandb.aiPublicado em abril de 2024Capturado em 3 de out. de 2026
- Wayve, a developer of AI systems for autonomous driving, uses Weights & Biases to track and compare training experiments, monitor GPU and compute utilization, and document experiments in shared reports.Wayve usa Weights & Biases. Inteligência artificial.Estudo de caso do fornecedorwandb.aiPublicado em dezembro de 2023Capturado em 8 de out. de 2026
- M-KOPA's data science team uses the Weights & Biases Model Registry as a central hub to track, promote and audit production forecasting and credit-related models.M-KOPA usa Weights & Biases. Fintech e pagamentos.Estudo de caso do fornecedorwandb.aiPublicado em outubro de 2023Capturado em 8 de out. de 2026
- Kabam's ML team uses Weights & Biases to log and visualize data from their ML pipelines, debug unexpected behavior through dashboards, and compare new experiments against previous runs.Kabam usa Weights & Biases. Games e esports.Estudo de caso do fornecedorwandb.aiPublicado em outubro de 2023Capturado em 8 de out. de 2026
- Cohere's product team uses Weights & Biases to log and track experiments when building custom language models for enterprise customers, comparing datasets, hyperparameters and model configurations.Cohere usa Weights & Biases. Inteligência artificial.Estudo de caso do fornecedorwandb.aiPublicado em outubro de 2023Capturado em 8 de out. de 2026
- Square's ML team uses Weights & Biases to store training data and models for its conversational AI tools, version and tag models as they move from shadow to challenger to champion, and track dataset and model lineage…Square usa Weights & Biases. Fintech e pagamentos.Estudo de caso do fornecedorwandb.aiPublicado em outubro de 2023Capturado em 8 de out. de 2026
- OpenFold, an open source project that recreates AlphaFold 2 as a trainable model, uses Weights & Biases to log, track, compare and visualize its model training experiments.OpenFold usa Weights & Biases. Biotecnologia e farmacêutica.Estudo de caso do fornecedorwandb.aiPublicado em outubro de 2023Capturado em 8 de out. de 2026
- Capella Space's data science and ML teams use Weights & Biases to track and log model experiments across many projects and proofs of concept.Capella Space usa Weights & Biases. Aeroespacial e defesa.Estudo de caso do fornecedorwandb.aiPublicado em outubro de 2023Capturado em 8 de out. de 2026
- MARZ, an AI-enabled VFX studio, uses Weights & Biases to evaluate and compare ML experiments for its Vanity AI tool.Marz usa Weights & Biases. Streaming e conteúdo.Estudo de caso do fornecedorwandb.aiPublicado em outubro de 2023Capturado em 8 de out. de 2026
- Inverted AI, a small team building human-like non-playable characters for autonomous vehicle simulation, uses Weights & Biases to track experiments, run hyperparameter sweeps, share results internally via reports, and…Inverted AI usa Weights & Biases. Inteligência artificial.Estudo de caso do fornecedorwandb.aiPublicado em outubro de 2023Capturado em 8 de out. de 2026
3.009 estudos de caso sobre 2.634 empresas e 303 ferramentas de IA. 2.245 trazem um número impresso na página. Todos vêm de estudos de caso dos fornecedores: mostram o que os fornecedores escolheram publicar.