3,009 customer stories of AI tools: What did AI deliver in ?
- Cubico uses FloQast to standardise and centralise month-end close, reconciliations and trial balances across its decentralised global business units, which run on different ERPs.Cubico uses FloQast. Energy, Utilities & Cleantech.Vendor case studyfloqast.comCaptured Oct 7, 2026
- Liquid AI's in-house finance team uses FloQast to consolidate close management, reconciliations and flux analysis, and uses FloQast Transform to build custom AI Agents.Liquid uses FloQast. Crypto & Web3.Vendor case studyfloqast.comCaptured Oct 7, 2026
- Mitek's accounting team uses FloQast for close management, compliance and SOX control tracking, intercompany reconciliation, and AI-assisted variance analysis.Mitek Systems uses FloQast. Cybersecurity.Vendor case studyfloqast.comCaptured Oct 7, 2026
- Graylog runs Arti, a 1mind Superhuman built from its owl mascot, on its ungated website to answer deep technical questions from commercial buyers, open source users, and students at any hour.Graylog uses 1mind. Cybersecurity.Vendor case study1mind.comCaptured Oct 7, 2026
- Alteryx runs three AI agents built on 1mind across its customer journey: an inbound BDR on its website that qualifies visitors, a solution engineer that joins live sales calls to run product demos, and a customer…Alteryx uses 1mind. Data & Analytics.Vendor case study1mind.comCaptured Oct 7, 2026
- Ironclad's business development team uses Actively AI to analyze each rep's territory daily, prioritize likely-to-convert contacts, and draft outreach.Ironclad uses Actively. Legal & Compliance.Vendor case studyactively.aiCaptured Oct 7, 2026
- Plaid's security team uses Cyberhaven to see how sensitive data moves across its AWS-native, Mac-based environment, detect insider threats and data exfiltration, and use Data Lineage to trace a document's history during…Plaid uses Cyberhaven. Fintech & Payments.Vendor case studycyberhaven.comCaptured Oct 7, 2026
- BioIVT uses Cyberhaven's data lineage and DSPM capabilities to get a single view of sensitive data across its SaaS systems such as Microsoft 365, SharePoint, Salesforce and GitHub.BioIVT uses Cyberhaven. Biotech & Pharma.Vendor case studycyberhaven.comCaptured Oct 7, 2026
- Helvetia uses Snyk to automatically detect lifecycle and dependency issues in software it writes itself as it moves to cloud infrastructure.Helvetia uses Snyk. Insurance & InsurTech.Vendor case studysnyk.ioCaptured Oct 7, 2026
- 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. Cybersecurity.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. Data & Analytics.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. Banking & Mortgages.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. HR & Recruiting.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. Artificial Intelligence.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. Mobility & Ride-hailing.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. Artificial Intelligence.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. Data & Analytics.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. Agency & Studio.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. HR & Recruiting.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. Artificial Intelligence.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. Artificial Intelligence.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. Marketing Tech.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. Insurance & InsurTech.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. Artificial Intelligence.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. HealthTech & Digital Health.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. Insurance & InsurTech.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. IT Services & System Integration.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. Artificial Intelligence.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. Artificial Intelligence.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. Sports & Fitness.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. Artificial Intelligence.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. Manufacturing.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. Government & GovTech.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. Travel & Hospitality.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. Non-profit & NGO.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. Media & Publishing.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. Hospitals & Care Providers.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. Cybersecurity.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. Investment & VC.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. EdTech & E-learning.Vendor case studyatomicwork.comCaptured Oct 7, 2026
3,009 stories about 2,634 companies and 303 AI tools. 2,245 carry a figure printed on their page. All come from vendor case studies: they show what vendors chose to publish.














































