2,806 customer stories of AI tools: What did AI deliver in ?
- Auth0's product security team uses Snyk Open Source and Snyk Container to find, prioritize and fix vulnerabilities in the open source dependencies of its Node.js stack.Auth0 uses Snyk.Vendor case studysnyk.ioCaptured Oct 7, 2026
- MongoDB's security team uses Snyk Open Source to automatically find and fix known vulnerabilities in third-party open source dependencies, replacing manual package checks before releases.MongoDB uses Snyk.Vendor case studysnyk.ioCaptured Oct 7, 2026
- NatWest Group uses Comet as the central system of record for experiment tracking, model management and reporting across its decentralized data science and ML engineering teams.NatWest uses Comet Opik.Vendor case studycomet.comCaptured Oct 7, 2026
- CareRev's machine learning team uses Comet to track and compare model training experiments, store artifacts, and keep a model registry in one place.CareRev uses Comet Opik.Vendor case studycomet.comCaptured Oct 7, 2026
- AssemblyAI's machine learning research engineers use Comet to log, track and compare experiments while training their speech recognition models.AssemblyAI uses Comet Opik.Vendor case studycomet.comCaptured Oct 7, 2026
- Uber AI researchers use Comet to track and organize offline deep learning experiments, including hyperparameters, metrics and code changes.Uber uses Comet Opik.Vendor case studycomet.comCaptured Oct 7, 2026
- Zencoder uses Opik to trace and evaluate the outputs of its LLM-based coding agents, debug unexpected model behavior, and compare prompts and models across experiments.Zencoder uses Comet Opik.Vendor case studycomet.comCaptured Oct 7, 2026
- Ancestry's data science team uses Labelbox's model-assisted labeling and native image and text editors to produce training signal for models that extract genealogical data from historical records.Ancestry uses Labelbox.Vendor case studylabelbox.comCaptured Oct 7, 2026
- Edelman's Data & Intelligence team uses Labelbox to produce training data for proprietary models that score consumer trust in brands from web text.Edelman uses Labelbox.Vendor case studylabelbox.comCaptured Oct 7, 2026
- Nayya, an AI-first company that recommends employer benefit plans, uses Labelbox to produce labeled data for offline model training, live prediction evaluation, and expert verification.Nayya uses Labelbox.Vendor case studylabelbox.comCaptured Oct 7, 2026
- Positronic Robotics trains machine learning models that control cleaning robots, using virtual machines with GPUs on Nebius Compute Cloud.Positronic Robotics uses Nebius AI Cloud.Vendor case studynebius.comCaptured Oct 7, 2026
- SynthLabs uses TractoAI on Nebius to run large-scale distributed offline LLM inference. This validated the accuracy of its open-source mathematical reasoning dataset, Big Math, for reinforcement learning research.SynthLabs uses Nebius AI Cloud.Vendor case studynebius.comCaptured Oct 7, 2026
- Simulacra AI uses Nebius distributed GPU compute to pre-train large wavefunction models that combine ab initio quantum chemistry with deep learning.Simulacra AI uses Nebius AI Cloud.Vendor case studynebius.comCaptured Oct 7, 2026
- Unum, an AI research lab, trains and open-sources compact multimodal models for perception and search on Nebius, running some of its experiments there while using other cloud and on-premise environments for the rest of…Unum uses Nebius AI Cloud.Vendor case studynebius.comCaptured Oct 7, 2026
- Dubformer trains its speech recognition and speech synthesis models on a fleet of GPU virtual machines in Nebius Compute Cloud, streaming training data from Object Storage.Dubformer uses Nebius AI Cloud.Vendor case studynebius.comCaptured Oct 7, 2026
- Slingshot AI uses Nebius GPU clusters and cloud infrastructure to train, fine-tune, and run reinforcement learning and inference for Ash, its foundation LLM for psychology that powers a mental health support chatbot.Slingshot AI uses Nebius AI Cloud.Vendor case studynebius.comCaptured Oct 7, 2026
- Unum used Nebius infrastructure to port and optimize its open-source string processing library StringZilla to run on GPUs.Unum uses Nebius AI Cloud.Vendor case studynebius.comCaptured Oct 7, 2026
- Compugen, an immuno-oncology biotech, used Nebius AI Cloud GPUs to train a model that predicts tertiary lymphoid structures (TLS) at the single-cell level from tumor expression data.Compugen uses Nebius AI Cloud.Vendor case studynebius.comCaptured Oct 7, 2026
- vLLM, an open-source LLM inference framework, uses Nebius compute clusters and storage to test, benchmark and optimize inference for large models such as DeepSeek R1.vLLM uses Nebius AI Cloud.Vendor case studynebius.comCaptured Oct 7, 2026
- Recraft trains and runs inference for its Recraft V4 image generation foundation model on an NVIDIA HGX B200 cluster in Nebius AI Cloud, having migrated from Hopper-based GPUs with minimal code changes.Recraft uses Nebius AI Cloud.Vendor case studynebius.comCaptured Oct 7, 2026
- Ultimate Bots runs its Studio app, which turns uploaded phone videos of human movement into motion files for humanoid robots, as a serverless workflow on Nebius AI Cloud.Ultimate Bots uses Nebius AI Cloud.Vendor case studynebius.comCaptured Oct 7, 2026
- Voxel51 pairs its FiftyOne data platform with Nebius AI Cloud compute, object storage and managed Kubernetes to run a synthetic data generation pipeline.Voxel51 uses Nebius AI Cloud.Vendor case studynebius.comCaptured Oct 7, 2026
- Lamons uses Darktrace / SECURE AI to see which AI tools employees use and what they do with company data. The company uses these findings to shape its AI usage policy and to inform executive discussions about AI…Lamons uses Darktrace.Vendor case studydarktrace.comCaptured Oct 7, 2026
- The city uses Darktrace across its network, cloud, email and industrial systems for threat detection and autonomous response, plus exposure and attack surface management.City of Las Vegas uses Darktrace.Vendor case studydarktrace.comCaptured Oct 7, 2026
- Center Parcs uses Darktrace to monitor and protect its network, email, identity and cloud environments from a single platform.Center Parcs uses Darktrace.Vendor case studydarktrace.comCaptured Oct 7, 2026
- The nonprofit uses Darktrace to protect its email and cloud-based apps, which it saw as the most at-risk entry points.American Kidney Fund uses Darktrace.Vendor case studydarktrace.comCaptured Oct 7, 2026
- Advance Publications uses Cyera to categorize its data accurately, which reduces risk and user friction.Advance Publications uses Cyera.Vendor case studycyera.comCaptured Oct 7, 2026
- Vetcor uses Cyera to discover sensitive data across its systems, including data left over from a Google-to-Microsoft migration, and to clean it up.Vetcor uses Cyera.Vendor case studycyera.comCaptured Oct 7, 2026
- Ballpoint's Creative Operations Lead uses Fyxer to organize the inbox and draft replies in her own tone of voice while managing communications with a large network of creators and clients.Ballpoint uses Fyxer AI.Vendor case studyfyxer.comCaptured Oct 7, 2026
- Blackbird's Business Ops & GTM lead uses Lindy to run outbound sales into hospitality without an SDR team. Lindy builds and enriches lead lists, researches prospects, drafts personalised cold emails with follow-ups, and…Blackbird uses Lindy.Vendor case studylindy.aiCaptured Oct 7, 2026
- Catalyst Education uses Atomicwork's conversational AI assistant, Atom, inside Microsoft Teams so learners can get answers and materials at any hour.Catalyst Education uses Atomicwork.Vendor case studyatomicwork.comCaptured Oct 7, 2026
- Perk's recruiting team uses Metaview's AI notetaker to transcribe and summarize interviews, including those in multiple languages, so recruiters can focus on candidates instead of taking notes.Perk uses Metaview.Vendor case studymetaview.aiCaptured Oct 7, 2026
- Meltwater's People team used Metaview Reports to analyze interviews with its top global sellers (the "Golden Circle") and extract common themes.Meltwater uses Metaview.Vendor case studymetaview.aiCaptured Oct 7, 2026
- The Bowdoin Group, a healthcare and life sciences search firm, uses Metaview to capture structured interview notes with custom templates across candidate calls and client kickoff meetings.The Bowdoin Group uses Metaview.Vendor case studymetaview.aiCaptured Oct 7, 2026
- Brex's recruiting team uses Metaview to record and transcribe engineering values interviews and to score them against a shared rubric template.Brex uses Metaview.Vendor case studymetaview.aiCaptured Oct 7, 2026
- Telit Cinterion uses Zenity to scan, monitor and govern the low-code/no-code applications and automations its employees build on Microsoft Power Platform and Zapier.Telit Cinterion uses Zenity.Vendor case studyzenity.ioCaptured Oct 7, 2026
- Varonis uses Zenity to gain visibility into and apply security governance over its low-code/no-code integrations and automations.Varonis uses Zenity.Vendor case studyzenity.ioCaptured Oct 7, 2026
- Cars.com uses Hightouch as a Composable CDP together with Iterable to deliver personalized email experiences to car shoppers.Cars.com uses Hightouch.Vendor case studyhightouch.comCaptured Oct 7, 2026
- Morning Brew syncs data from its Snowflake warehouse to email, paid media and on-site tools with Hightouch, replacing manual CSV pulls.Morning Brew uses Hightouch.Vendor case studyhightouch.comCaptured Oct 7, 2026
- Heap uses Hightouch as a reverse ETL layer on top of Snowflake to sync data into Salesforce, Zendesk, and Marketo.Heap uses Hightouch.Vendor case studyhightouch.comCaptured Oct 7, 2026
2,806 stories about 2,473 companies and 288 AI tools. 2,103 carry a figure printed on their page. All come from vendor case studies: they show what vendors chose to publish.