Zebra Technologies Corporation · NASDAQ:ZBRA
Zebra Technologies — Humans in the Loop — Zebra DevCon 2023
17 slides from Zebra Technologies's conference presentation, 2023
Slide 1: The future of humans and AI
The future of humans and AI Tess Valbuena COO - HITL
Slide 2: Over 110m people worldwide are forcibly displaced
Over 110m people worldwide are forcibly displaced. The World Bank estimates that around 1.8 billion people live in fragile/conflict affected environments. By 2030, it is estimated that 2/3 of the world’s extreme poor will live in fragile environments. In these circumstances, many are forced to take
Slide 3: AI needs humans to help it deal with the complexity of our world
AI needs humans to help it deal with the complexity of our world 85 Million jobs will be replaced by machines with AI by the year 2025 but 97 Million new jobs will be created thanks to AI One of the jobs of the future created by AI will be a professional human-in-the-loop Source: World Economic Foru
Slide 4: Introducing Humans in the Loop
Introducing Humans in the Loop We provide innovative online training and freelance work opportunities to displaced people, to help them secure their livelihoods through the global digital economy Remote work Upskilling Digital work opportunities accessible from Trainings in English & digital skills
Slide 5: Services we provide
Services we provide Dataset collection Dataset annotation Model validation Don’t have a training dataset Already have a dataset but it’s not Have a model which is already yet? We can collect, generate annotated? We can help by trained? We can test the model and curate any type of data as labeling yo
Slide 6: The present: annotation of training data
The present: annotation of training data Currently the demand is highest for gold standard human-annotated data which is used in traditional waterfall ML pipelines. But as more companies are adopting an MLOps process and infrastructure, the need for humans in the AI lifecycle will become much bigger
Slide 7: The future: human operators monitoring AI in deployment and handling alerts
The future: human operators monitoring AI in deployment and handling alerts Integration with the client’s existing MLOps systems through webhooks or data streaming in real time Handling edge cases Providing actionable in high-risk systems insights Operators address flagged or low-certainty Operators
Slide 8: Why now? Soon this will be legally required for all high-risk AI systems in the EU
Why now? Soon this will be legally required for all high-risk AI systems in the EU High-risk AI systems (in education, recruitment, surveillance) will be required to have human operators who oversee their functioning The EU AI Act will come into force starting in 2023, and will publish a registry of
Slide 9: Our advantage: real-time, 24/7, global
Our advantage: real-time, 24/7, global We focus on real-time human-in-the-loop with 24/7 availability and global teams representative of many different locations, demographics, and cultures Global crowd Raised $602M Public: ASX:APX Batch-oriented Real-time Raised $84.8M Raised $78M Raised $7.3M, exi
Slide 10: Specialized teams
Specialized teams For each client, we work with a dedicated team which receives project-specific training. This helps us ensure consistency in the interpretation of the data and a deep understanding of each client’s dataset, taxonomy, and tools Medical Geospatial Automotive Industrial Agriculture Re
Slide 11: Serving more than 100 AI companies
Serving more than 100 AI companies A new brand for medical AI Our customers
Slide 12: Expanding globally to impact 10k people by 2033
Expanding globally to impact 10k people by 2033 MOLDOVA MALAYSIA UGANDA
Slide 13: How it works: the user journey
How it works: the user journey Recruitment PDP Training Paid work Through an NGO Personal Through our Through our partner development plan foundation company We partner with Beneficiaries are We provide trainings Beneficiaries work as established non- onboarded and are in annotation skills remote di
Slide 14: Upskilling to enable professional growth
Upskilling to enable professional growth Through our proprietary training platform, we offer a variety of online trainings related to annotation skills, working online as a freelancer, ethical AI, and other topics. Through our partnership with GoSkills, we are able to give beneficiaries access to 10
Slide 15: Our Management Team
Our Management Team Iva Ivan Tess Gary Hester CEO CTO COO CCO CIO European Young 6+ years of 20+ years of 10+ years in IT 10+ years in Leader, Forbes 30 experience in Data Operations product sales and education, career Under 30 social science and management in business development, and impact Machin
Slide 16: Questions and Insights
No matter the trend or technology. We keep AI human Questions and Insights
Slide 17: Thank you
Thank you Get in touch: tess@humansintheloop.org hello@humansintheloop.org