# Explosion

Explosion builds **developer tools** for AI, Machine Learning and Natural Language Processing.

## Project

- [spaCy](/content/_/project/spacy/index.html)
- [Prodigy](/content/_/project/prodigy/index.html)
- [Ellf](/content/_/project/ellf/index.html)
- [Thinc](/content/_/project/thinc/index.html)
- [Consulting](/content/_/project/consulting/index.html)
- [Case Study](/content/site-root.html)

## Topics

- [LLMs](/content/_/topic/llms/index.html)
- [NLP Strategy](/content/_/topic/strategy/index.html)
- [Annotation](/content/_/topic/annotation/index.html)
- [Biomedical](/content/_/topic/biomedical/index.html)
- [Finance](/content/_/topic/finance/index.html)
- [Media](/content/_/topic/media/index.html)
- [Legal](/content/_/topic/legal/index.html)
- [Humanities](/content/_/topic/humanities/index.html)
- [Computer Vision](/content/_/topic/computer-vision/index.html)

## Category

- [Blog](/content/_/category/blog/index.html)
- [Release](/content/_/category/release/index.html)
- [Universe](/content/_/category/universe/index.html)
- [Talk](/content/_/category/talk/index.html)
- [Interview](/content/_/category/interview/index.html)
- [Video](/content/_/category/video/index.html)
- [Paper](/content/_/category/paper/index.html)
- [Book](/content/_/category/book/index.html)

## Tasks

Select...Code GenerationCoreference ResolutionDependency ParsingDistillationEmbeddings & VectorsEntity LinkingEvaluationImage ClassificationImage SegmentationLayout AnalysisLemmatizationNamed Entity RecognitionObject DetectionOptical Character Recognition (OCR)Part-of-Speech TaggingPII AnonymizationQuestion AnsweringRelation ExtractionRetrieval-Augmented Generation (RAG)Rule-Based MatchingSpan CategorizationText ClassificationText GenerationTokenizationWeak Supervision

## Authors

Select...Adriane BoydÁkos KádárBasile DuraChung-Fan TsaiDamian RomeroDaniël de KokDuygu AltinokEdward SchmuhlHelena SteckmeisterIndia KerleInes MontaniKabir KhanLj MirandaMadeesh KannanMagdalena AniołMatthew HonnibalPaul O’Leary McCannPeter BaumgartnerPhilip VolletRaphael MitschRehan AhmedRichard HudsonRyan WesslenSofie Van LandeghemVictoria SlocumVincent D. WarmerdamVinit RavishankarWalter Henry

## How Love Without Sound helps the music industry recover millions in revenue for artists with NLP, spaCy and Prodigy

[A case study on Love Without Sound’s innovative AI-powered tools for the music industry and law firms specializing in royalty negotiations.](/content/blog/love-without-sound-nlp-music-industry/index.html)

## How the Guardian approaches quote extraction with NLP

[A case study of the Guardian's spaCy-Prodigy workflow to modularize quote extraction for content creation. This study includes iterative annotation guidelines and custom interface functionality.](/content/blog/guardian/index.html)

## How GitLab uses spaCy to analyze support tickets and empower their community

[A case study on GitLab’s large-scale NLP pipelines for extracting actionable insights from support tickets and usage questions.](/content/blog/gitlab-support-insights/index.html)

## How S&P Global is making markets more transparent with NLP, spaCy and Prodigy

[A case study on S&P Global’s efficient information extraction pipelines for real-time commodities trading insights in a high-security environment.](/content/blog/sp-global-commodities/index.html)

## How Nesta uses NLP to process 7m job ads and shed light on the UK’s labor market

[A case study on Nesta’s workflow for extracting 7 million job ads to better understand UK skill demand, using a custom mapping step to match skills to any government taxonomy.](/content/blog/nesta-skills/index.html)

## Deploying a Prodigy cloud service for Posh’s financial chatbots

[A Prodigy case study of Posh AI's production-ready annotation platform and custom chatbot annotation tasks for banking customers.](/content/blog/posh-prodigy-financial-chatbots/index.html)