Automation is different in technology, software and internet businesses because the sector is already highly digital, event-driven, and API-rich, so the opportunity is less about digitising paper and more about orchestrating systems at scale.
The cybersecurity example in telecom shows how automation can absorb high alert volumes, standardise response, and reduce operational drag, while similar patterns apply across product operations, infrastructure, support, and revenue workflows.
Duolingo deploys GitHub Copilot across its 300-strong engineering team to accelerate development across more than 400 microservice repositories. Developers new to a codebase gain at least 25% speed improvement, while code review turnaround time has dropped by 67%.
Deutsche Telekom deployed askT, a generative AI HR chatbot, alongside the Eightfold talent intelligence platform to automate employee HR queries and transform recruitment and skills matching across its 200,000-person workforce, accumulating over 2.5 million employee conversations.
ADP embed Gong's Revenue Intelligence Platform into their enterprise sales organisation as part of a modern seller transformation initiative. Sales representatives who review their calls in Gong consistently achieve higher enterprise win rates than those who do not, with AI-powered deal insights and coaching improving pipeline management across all revenue teams.
The Associated Press use the Automated Insights Wordsmith natural language generation platform to automatically produce thousands of quarterly earnings articles from structured financial data, scaling coverage without adding editorial headcount.
Bloomberg deploy Cyborg, an internal AI system that automatically generates initial drafts of financial news articles from structured market data and earnings releases, with human journalists verifying and refining content before publication.
Spotify automate the production and delivery of Wrapped, an annual personalised year-end recap campaign distributed to over 574 million users globally. The system aggregates a full year of per-user listening data into shareable visual stories, driving mass organic social amplification and measurable platform re-engagement at scale.
Reuters deploy News Tracer, a machine learning system that monitors over 12 million tweets daily to automatically detect, verify, and distribute breaking news events, giving journalists an 8- to 60-minute head start over rival outlets.
Uber is building an automated "Dynamic Language Tiering" and localisation system to accelerate entry into new markets, leveraging AI to manage the cultural and linguistic adaptation of its platform across 70+ countries.
This automation enables Vodafone to scale its security operations through a robust SOAR framework, utilising n8n to orchestrate threat intelligence, fraud detection, and incident response. By automating the triage of security alerts and the scanning of malicious data, the system has drastically accelerated threat response times from hours to minutes while delivering significant cost avoidances.