AI Atlas - Daily updates on real-world AI deployments worldwide

A US six-hospital, 1,000-bed nonprofit academic health system deployed Harrison.ai Comprehensive Care (AI OHCP triage on head CT) and captured more than $100K in Medicare NTAP reimbursement across its network in roughly four months.

Austrian trade union GPA deployed checkts.gpa.at, an AI chatbot for labour law questions, with 88% of users opening the cited paragraph and 12% clicking through to the federal legal information system.

Telefónica Deutschland, a Munich-based mobile operator with about 35 million active cell phone contracts under its o2 brand, partnered with e-dialog to deploy Vertex AI Search for Commerce on Google Cloud. The OREO event-driven architecture lifted online-shop conversion 275%, achieved 17% click-through on personalized banners, and delivered 939% ROI, with the Phase 1 MVP adding 66% conversion and 550%+ ROI.

ENEOS Materials and Yokogawa Electric achieved world's first RL-based AI formally adopted for direct plant control. FKDPP (Factorial Kernel Dynamic Policy Programming, jointly developed with Nara Institute of Science and Technology) controlled a butadiene distillation column at the Yokkaichi Plant for 35 days (840 hours) continuously without manual takeover or off-spec product — reducing steam use and CO2 emissions by ~40% vs manual control. The system has operated in routine production for more than four years (2022-present) through regular shutdowns and maintenance without model-related problems.

Arizona State University's CreateAI Builder gives ASU faculty and staff access to 50+ LLMs (including AWS Nova, OpenAI GPTs, Google Gemini, Meta Llama), RAG-grounded knowledge bases, Canvas LMS integration, FERPA compliance, and usage analytics — with student access opened Fall 2026. Includes ready-made templates; Syllabot course-assistant chatbot alone has nearly 1,000 active deployments across ASU courses.

CAVA deployed Ask Astro, a Databricks multi-agent supervisor, to let employees query business data in plain English. The system routes questions across four Genie spaces, Atlassian APIs and web search, serving thousands of daily users with production guardrails covering PII and content safety.

Satispay, Italy's leading independent payment network serving 6 million consumers and 450,000+ merchants, deployed Claude Code across its engineering team after a 30-day evaluation. More than 75% of monthly committed code is now AI-generated, the core transaction service was modernized from Java 8 t

SAP deployed OpenText Content Management for SAP SuccessFactors as the document layer for its global SAP SuccessFactors Employee Central rollout, migrating 8.5 million HR records, reducing document types by 96% (2,000 to 70), and automating GDPR compliance across 105,000+ employees and more than 100 legal entities.

IBM consolidated its global HR content layer on OpenText Content Management for SAP SuccessFactors, with OpenText Content Aviator as the AI orchestration layer and the watsonx-powered AskHR chatbot as the employee experience. The deployment supports 280,000 employees across dozens of countries and 31 languages, delivering 99% faster document execution, 94% inquiry containment, and 40% lower HR operating costs.

Novartis deployed Market Logic Software's Sherlock + DeepSights generative-AI platform to centralize market insights across 7,500 internal users, cutting primary research spend by 56% ($30M annually) and saving two hours per major research query.

Japan's avatarin built a 24/7 multilingual voice-AI retail agent on OpenAI GPT-Realtime and deployed it at Yamada Denki (one of Japan's largest electronics retailers). 30,000 shoppers engaged in the first two weeks, with 92% satisfaction.

Ring built a semantic video search system on Amazon RDS for PostgreSQL with the pgvector extension that stores 100–200 billion vector embeddings across 3 PostgreSQL clusters holding 140–150+ TB, ingests roughly 2 billion new embeddings per day, and serves billions of read requests daily across 9 AWS Regions on 4 continents while holding query latency under 200ms p50 and under 2 seconds worst case. The CLIP-based AI Video Search converts video frames into vector embeddings and matches natural-language queries like 'package delivery' or 'someone wearing a blue shirt' against them.

Blue Origin used BlueGPT, its internal multi-agent AI platform built on Amazon Bedrock, the open-source Strands Agents SDK, and Amazon EKS, to design the TEAREx thermal battery for lunar hardware with a team of specialized AI agents working alongside 2–3 human engineers — compressing the hardware development cycle by roughly 90% and accelerating analysis workflows by 6x. BlueGPT now hosts more than 2,700 agents that drive roughly 3.5 million interactions per month, with 70% company-wide adoption.

Rakuten France, the French e-commerce marketplace subsidiary of Rakuten Group, runs 80+ Custom Agents inside Notion that automate more than 58,000 workflows company-wide and cut backlog health issues by 50% on the product team. AI Lead Sidney Golstein built a meta-agent called the Rakuten Agent Builder so any employee can spin up a new agent in 10–20 minutes from a plain-language description, with shared SOPs, an Agent Registry, an Agent Logs database, and a separate Delicious Improver agent closing the loop by reviewing logs and proposing updates.

Česká spořitelna's Future Lab branch in Prague runs the Czech Republic's first 24/7 AI-powered bank lobby, where a Promethist Engage digital human greets every visitor in 20+ languages, qualifies intent, and summons bankers with full context. Innovations from the lab are now feeding into Česká spořitelna's 320 branches nationwide and across Erste Group's seven-country network.

Atlassian is shipping four governed agent loop features across Jira and DX that automate the path from backlog to pull request, backed by its 2026 AI SDLC study showing 94% of engineering leaders use AI but only 6% have systems to scale it across the lifecycle. DX analysis of teams using the most Atlassian Teamwork Graph context found they shipped roughly 64% more per developer.

Atlassian deployed a distributed agent harness for Rovo Chat with split-plane architecture, programmatic tool calling ('code mode'), and interactive sub-agents to power an always-on AI assistant for Jira and Confluence workflows; internal evaluations showed code mode cut latency of complex Jira queries by over 50%, reduced token consumption by 55%, and improved accuracy by 30% against a baseline meta-tool harness.

Salesforce's Data 360 team converted roughly 100,000 unstructured Informatica documents into an AI-ready knowledge base in 24 days, beating a 30-day post-acquisition deadline by reusing established ingestion, chunking, and retrieval patterns instead of rebuilding. The resulting Informatica Help Agent resolves 80% of customer questions with only 5% human escalation.

Figma's security engineering team built a dual-model agent system (Claude Code Opus 4.8 + Codex GPT-5.6 Sol) on a precedent-based threat-model policy that catches 75.8% of bugs slipping past human reviewers plus static analysis, at a median cost of $0.50 per PR review. The same policy drives code generation and monorepo-wide auditing, and self-improvement loops update it from HackerOne bug reports and PR-author feedback.

Figma's security engineering team built a multi-layer agentic system on Claude Opus (triage) plus Claude Sonnet (intent routing) orchestrated through Tines, with AWS Bedrock + Kendra for RAG and a Snowflake-backed security data lake, that handles all initial SIEM alert response and auto-files PRs. Outcomes: 71% reduction in time-to-resolution on complex alerts, 20% drop in on-call pages, 25% fewer endpoint software approval requests.