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Appen CEO Discusses AI Industry | Appen
www.appen.com/press-release/appen-ceo-discusses-ai-industry-challenges-and-opportunities-in-exclusive-interview

Appen CEO discusses AI industry challenges and opportunities in exclusive interview. Press. Appen CEO discusses AI industry challenges and opportunities in exclusive interview. Appen. •. Aug 2024.…

AI Data Collection | Appen
www.appen.com/ai-data/data-collection

Back to AI Training Data. AI Training Data. AI Data Collection to Power Innovation. Unlock the full potential of your AI with custom AI data collection tailored to your needs. AI and ML models require large volumes of. AI training data.…

AI Safety Panel Discussion | Appen
www.appen.com/webinars/ai-safety-panel-discussion

AI Safety Panel Discussion. Webinars. AI Safety Panel Discussion. May 30, 2025. •. On-Demand. •. 1 hour. Watch now. Read the transcript. Practical Insights from Legal, Technical, and Ethical Experts on AI Risk and Responsibility.…

Harnessing AI for Good | Appen
www.appen.com/appen-ai-for-good

At Appen, leading good is part of our mission. We strive to advocate for fair and transparent AI supply chains that prioritize human rights, privacy, and autonomy.…

AI training data services | Appen
www.appen.com/ai-data

Appen has delivered annotation and AI training data programs for decades - supporting long-running search and ranking programs, and working with research groups training frontier models today.…

AI Data Security & Compliance | Appen
www.appen.com/data-security

When your goal is to launch world-class AI, our reliable training data gives you the confidence to deploy. Talk to an expert. View case studies.…

AI Circle x Appen: Experts in the Loop | Appen
www.appen.com/blog/ai-circle-appen-experts-in-the-loop

AI Circle x Appen: Experts in the Loop. Blog. AI Circle x Appen: Experts in the Loop. Human feedback. Real-world relevance. Responsible AI. Appen. , Expert insight. •. Jul 2025.…

Ai4 2024 - AI Conference | Appen
www.appen.com/events/ai4-2024

Ai4 2024 - AI Conference. Events. Ai4 2024 - AI Conference. August 12-14. •. MGM Grand, Las Vegas. •. Las Vegas, NV. Ai4 2024 - AI Conference. Join us at the event. Join Us at The Forefront of AI Innovation.…

Appen CEO on the Future of AI in 2024 | Appen
www.appen.com/press-release/appen-ceo-interview-unite-ai

Exclusive Interview: Appen CEO Ryan Kolln on AI Evolution and Strategic Growth in 2024. Press. Exclusive Interview: Appen CEO Ryan Kolln on AI Evolution and Strategic Growth in 2024. Appen. •. Oct 2024.…

Webinars & Events | Appen AI Data Sessions
www.appen.com/webinars-events

AI glossary. Join our workforce. Data security. Customer success. Developers. Careers. Scam awareness. About us. Contact. Investor relations. Corporate governance. Corporate Headquarters. Suite 8.03, Level 8. 1 Market Street. Sydney NSW 2000.…

Audio Transcription Services for AI | Appen
www.appen.com/audio-transcription

Built for AI training data, not human reading. What Appen Delivers. Speaker Diarisation and Labeling. Accurate attribution of each utterance to its speaker across multi-party conversations, meetings, interviews, and call recordings.…

Physical AI Data Annotation & Evaluation | Appen
www.appen.com/case-studies/physical-ai-robotics-annotation-eval

Physical AI performance improved in domestic household environments. See how a frontier robotics lab partnered with Appen to annotate egocentric video and evaluate robot performance — delivering 50,000+ units of Physical AI training data. Introduction.…

Case Study: AI Music Generation | Appen
www.appen.com/case-studies/music-generation

Accelerating Music Generation for Leading AI Platform. Case Study. Accelerating Music Generation for Leading AI Platform. Improved quality. of AI-generated compositions. Expansion of new. more advanced generative music features.…

Case Study: AI Fraud Detection | Appen
www.appen.com/case-studies/addressing-security-challenges-onfidos-search-for-a-flexible-labeling-tool

Solution: A Custom On-Premise Labeling Tool from Appen. To address these challenges, Onfido partnered with Appen to implement a fully customizable on-premise data labeling tool. Appen’s AI Data Platform.…

AI Model Evaluation & Integrity Services | Appen
www.appen.com/model-evaluation-and-integrity

Model Integrity & AI Evaluation. Appen is the independent auditor for model trust, safety, and regulatory compliance. We provide the rigorous human verification that ensures your models are accurate, unbiased, and compliant before and after release.…

Appen Announces Crowd Code of Ethics to Build Better AI | Appen
www.appen.com/press-release/appen-announces-crowd-code-of-ethics-to-build-better-ai

Appen Announces Crowd Code of Ethics to Build Better AI. Press. Appen Announces Crowd Code of Ethics to Build Better AI. Appen. •. Oct 2019.…

AI Data Challenges Rise in 2024 AI Report | Appen
www.appen.com/press-release/state-of-ai-2024

Appen’s 2024 State of AI Report Highlights Rising Data Challenges. Press. Appen’s 2024 State of AI Report Highlights Rising Data Challenges. Appen. •. Oct 2024. KIRKLAND, WA. October 22, 2024. —. Appen Limited.…

Retail AI: Gen AI Use Cases in Retail | Appen
www.appen.com/blog/retail-ai

How Retail AI is Transforming Shopping Experiences. Blog. How Retail AI is Transforming Shopping Experiences. Appen. , Expert insight. •. Aug 2025.…

AI Training Data & Human Data for AI Models | Appen
www.appen.com/

Human data for frontier AI. The world’s leading AI models are built on more than algorithms, they’re built on human expertise.…

Appen
www.appen.com/podcasts/benchmarked-asr-evaluation

The promise of voice AI is intuitive: speak naturally, get results. But behind every voice interface - customer support bot, medical assistant, smart device - lies a complex evaluation challenge that most benchmark leaderboards fail to fully capture.…

Appen
www.appen.com/podcasts/llm-reasoning-agentic-ai-dan-roth-oracle

Oracle Chief AI Scientist Dan Roth joins Appen’s Jeanine Sinanan-Singh to examine what changes when AI researchers stop treating the model as the entire system. Is an LLM reasoning when it produces a correct chain of thought?…

Appen
www.appen.com/podcasts/future-of-ai-agents-long-context-benchmarks

The Future of AI Agents: Long Context, Benchmarks, and Real-World Deployment | The Data Layer Ep. 2. Podcast. The Future of AI Agents: Long Context, Benchmarks, and Real-World Deployment | The Data Layer Ep. 2. July 13, 2026. •. 40 minutes. Watch now.…

Appen
www.appen.com/use-case-groups/coding-repositories

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Appen
www.appen.com/use-case-groups/model-integrity

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Appen
www.appen.com/use-case-groups/frontier-alignment

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Appen
www.appen.com/use-case-groups/agentic-ai

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Appen
www.appen.com/use-case-groups/physical-ai

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Appen
www.appen.com/use-case-groups/multimodal-ai

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Appen
www.appen.com/use-case-groups/ai-research-services-researchops

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Appen
www.appen.com/use-case-groups/speech-audio-9leba

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Appen Legal Policies | Appen
www.appen.com/legal-policies

At Appen, we are seeing an increase in scams targeting job seekers and businesses. Please be aware of the following to avoid scams. Learn more. Resources. Blog. Press room. AI glossary. Join our workforce. Data security. Customer success. Developers.…

Golden Trajectories for Agentic AI Training | Appen
www.appen.com/agentic-ai-golden-trajectories

Agentic AI. Golden Trajectory Creation. Agentic AI. Golden Trajectory Creation. Expert-annotated golden trajectories for agentic AI training , ideal action sequences that teach autonomous agents how to plan, reason, and execute reliably.…

Agentic AI Training Data & Agent Evaluation | Appen
www.appen.com/agentic-ai

Agentic AI. Agentic AI training data. Agentic AI training data teaches models to plan, act, and use tools. Talk to an expert. View case studies. Talk to an expert. Agentic AI services.…

Careers at Appen | Corporate & AI Crowd Jobs
www.appen.com/careers

Careers at Appen. Your expertise shapes the AI that powers the world. Delivering the expert-validated data that trains the world's most advanced AI models.…

Human Behavior Data for AI Models | Appen
www.appen.com/human-behaviour-ai-data

Physical AI Training Data. Biometric Human-Centric Data. Physical AI Training Data. Biometric Human-Centric Data.…

MLOps World & Generative AI World 2024 | Appen
www.appen.com/events/mlops-world-generative-ai-world-2024

MLOps World & Generative AI World 2024. Events. MLOps World & Generative AI World 2024. November 6-8. •. Austin, TX. •. Austin, TX. More info. Join us at the event. Join Appen at the event. Dates: Virtual Session: Wednesday, November 6th, 2024.…

Unleashing the Power of Generative AI | Appen
www.appen.com/blog/unleashing-the-power-of-generative-ai

Unleashing the Power of Generative AI: The Vital Role of Subject Matter Experts. Blog. Unleashing the Power of Generative AI: The Vital Role of Subject Matter Experts. •. Apr 2024.…

Appen Blog | Frontier AI Data & Evaluation Insights
www.appen.com/blog

Insights on AI data, quality & the frontier. Research, expert commentary, and practical guidance from the team building AI's data foundation — across training data, safety, evaluation, and language AI. Resources. Blog. Press room. AI glossary.…

AI Data Case Studies | Customer Results | Appen
www.appen.com/case-studies

Real results for the world's leading AI teams. See how Appen has helped companies across every AI frontier — from frontier LLMs and computer vision to speech recognition and trust & safety. Resources. Blog. Press room. AI glossary. Join our workforce.…

Enterprise Data for Frontier AI Models | Appen
www.appen.com/enterprise-data

Enterprise data to advance frontier AI. License the workflows and operational know-how your company already runs on to the AI labs building the next generation of models. You keep ownership, you see everything before it is used, and you get paid.…

Preserving Cultural Nuance in AI Translation | Appen
www.appen.com/blog/ai-translation-preserving-cultural-nuance

Preserving Cultural Nuance in AI: Beyond Translation. Blog. Preserving Cultural Nuance in AI: Beyond Translation. Sergio Bruccoleri. , VP, Delivery. •. Jul 2025.…

What New Jobs Will AI Create? | Appen
www.appen.com/blog/what-new-jobs-will-ai-create

What New Jobs Will AI Create? Blog. What New Jobs Will AI Create? Appen. , Expert insight. •. Feb 2019.…

Reward Hacking in AI Agent Evaluation | Appen
www.appen.com/blog/reward-hacking-ai-agent-evaluation

Jeanine Sinanan-Singh. , Director Gen AI Research. •. Jul 2026. Reward hacking is exposing a gap in how we evaluate coding agents. A coding agent is given a task from a benchmark.…

Case Study: AI Video Description Generator | Appen
www.appen.com/case-studies/ai-video-description-generator

Enhancing an AI Video Description Generator with Human Validation. Case Study. Enhancing an AI Video Description Generator with Human Validation. A leading software company partnered with Appen to enhance AI-generated video descriptions. Introduction.…

World Model Training Data for AI | Appen
www.appen.com/world-model-ai-data

Physical AI Training Data. World Model Data Collection. Physical AI Training Data. World Model Data Collection.…

ESG at Appen | Ethical AI, People & Sustainability
www.appen.com/environment-social-and-governance

At Appen, we feel it is our responsibility to contribute positive solutions to the social challenges faced by our global community. By leveraging our resources, we have and will continue to demonstrate our commitment to social change and progress.…

Enterprise Company Data for Agentic AI | Appen
www.appen.com/data-catalog/enterprise-company-data

AI glossary. Join our workforce. Data security. Customer success. Developers. Careers. Scam awareness. About us. Contact. Investor relations. Corporate governance. Corporate Headquarters. Suite 8.03, Level 8. 1 Market Street. Sydney NSW 2000.…

AI Detector: Ensuring Human-Generated Data | Appen
www.appen.com/blog/ai-detector

Ensure your AI data is human-generated with the AI Detector tool in Appen’s AI Data Platform (ADAP).…

Appen AI Data Platform’s Summary Table Tool
www.appen.com/blog/delivering-genuine-innovation-the-summary-table-tool

At Appen, our commitment to innovation is deeply rooted in addressing real-world challenges faced by our contributors. The new. Summary Table Tool. in our.…

Retail AI: the Future of Shopping | Appen
www.appen.com/research/retail-ai

Retail AI: the Future of Shopping. Research. Retail AI: the Future of Shopping. Download research paper. Download research paper. Get your copy today.…

The AI Detection Landscape: A Study | Appen
www.appen.com/blog/navigating-the-ai-detection-landscape

At Appen, we take a conservative approach and prioritize a metric that considers an AI detector efficient if it does not negatively impact humans, particularly the authors of the analyzed text.…

Reinforcement Learning Environments for AI Agents | Appen
www.appen.com/whitepapers/reinforcement-learning-environments-ai-agents

Reinforcement Learning Environments: Designing High-Fidelity Training Grounds for Smarter AI Agents. White Papers. Reinforcement Learning Environments: Designing High-Fidelity Training Grounds for Smarter AI Agents. Download white paper.…

Appen Releases State of AI Automotive Report
www.appen.com/press-release/appen-releases-state-of-ai-automotive-report

Appen Releases State of AI Automotive Report. Press. Appen Releases State of AI Automotive Report. Appen. •. Jan 2023.…

Physical AI training data for robotics and embodied AI | Appen
www.appen.com/physical-ai

Physical AI Training Data. Physical AI training data.…

Data annotation services for AI models | Appen
www.appen.com/ai-data/data-annotation

Consent records, licensing terms, and data lineage are produced in a form that supports EU AI Act technical documentation, GDPR and CCPA obligations, and NIST AI Risk Management Framework mapping. ➞ How Appen handles. data security and AI regulatory compliance…

Specialty AI Datasets: LLM, CAD, Clinical | Appen
www.appen.com/data-catalog/other-sets

AI glossary. Join our workforce. Data security. Customer success. Developers. Careers. Scam awareness. About us. Contact. Investor relations. Corporate governance. Corporate Headquarters. Suite 8.03, Level 8. 1 Market Street. Sydney NSW 2000.…

How Appen Optimized its Global eCommerce Funnel
www.appen.com/blog/how-a-leading-software-provider-optimized-its-global-ecommerce-funnel

Appen. , Expert insight. •. Sep 2018. A Top-10 Multinational Software Company + AppenA leading software provider needed to understand and improve its eCommerce purchasing path in multiple international markets.…

Appen at HumanX 2025 | Appen
www.appen.com/events/appen-at-humanx-2025

Appen at HumanX 2025. Events. Appen at HumanX 2025. March 10–13, 2025. •. Fontainebleau. •. Las Vegas, NV. Schedule a meeting. Schedule a meeting. Book time with our team in advance to discuss your AI goals. Join Appen at.…

Insights from AI NextCon 2018 How LinkedIn Uses AI | Appen Blog
www.appen.com/blog/how-linkedin-uses-ai-to-optimize-the-user-experience

Insights from AI NextCon 2018: How LinkedIn Uses AI to Optimize the User Experience. Blog. Insights from AI NextCon 2018: How LinkedIn Uses AI to Optimize the User Experience. Appen. , Expert insight. •. Apr 2018.…

AI Technology is Revolutionizing Climate Change Mitigation | Appen
www.appen.com/blog/how-ai-technology-is-revolutionizing-climate-change-mitigation

Technology, particularly AI, plays a pivotal role in this fight.…