Adobe
Beyond Market Intelligence keeps Adobe in one place: 7 stories so far. The section currently leads with “AI coding rounds are rewriting the rules of the data science interview”, “How AI is empowering developers to rebuild familiar software from scratch”, and “New policy blocks top tech firms from hiring skilled foreign workers”. The syntax quiz is dead. Projects like REA and ArtCraft are proving that AI can do more than automate tasks, it can help developers rebuild familiar software from scratch. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every Adobe story on Beyond Market Intelligence, newest first.
AI coding rounds are rewriting the rules of the data science interview
The syntax quiz is dead. In Spring 2026, AI-assisted coding rounds at Meta, Shopify, and Adobe test how you solve problems, not what you memorized. These sessions feel like mini case studies where you actually build, not just describe. That shift rewards clear thinking over recall, and it changes how you should prepare. Practice with AI at your side, not against it. For a deeper look at how tools like DuckDB are reshaping data workflows, explore our related coverage.
How AI is empowering developers to rebuild familiar software from scratch
Projects like REA and ArtCraft are proving that AI can do more than automate tasks, it can help developers rebuild familiar software from scratch. By reverse-engineering tools like Adobe and Microsoft products without original source code, these projects are rethinking what's possible in software creation. It's a practical, empowering shift. For a deeper look at how AI is reshaping long-term strategy, see our coverage of "Architects Must Rethink Long-Term Strategy for an AI‑Driven Era."
New policy blocks top tech firms from hiring skilled foreign workers
A new policy blocks top tech firms from hiring skilled foreign workers, suspending companies like Capgemini, Cognizant, HCL, Infosys, Tata, and Wipro from the program. This move reshapes how global talent flows into the industry. For teams already feeling constrained by legacy tools, it adds another layer of complexity.
Self-Service GPU Metrics Bring Team Clarity Without Cross-Team Exposure
Adobe engineers have shared an open-source approach that gives teams self-service access to their own Prometheus metrics in multi-tenant Kubernetes environments, without exposing other teams' data. That is clarity without compromise. For teams feeling constrained by shared infrastructure, this is a practical step toward autonomy. It's the kind of focused tooling that empowers teams to move faster. If you are exploring how AI agents handle memory, our article on open-source tools for lasting context may interest you next.
Bring Adobe's creative tools directly into your Slack workflows.
Adobe is putting its creative tools directly into Slack, with Express, Premiere, and Acrobat set to arrive in the workspace. That means less context-switching for teams juggling assets and approvals. It's a practical move toward a more connected workflow, and we're here for it. For a broader look at how AI is reshaping collaboration, our piece on Ando's AI-native messaging approach is worth a read. This integration feels like a natural next step in making powerful tools more accessible where the work actually happens.
Adobe expands its data intelligence reach with second Indian acquisition
Adobe's acquisition of Indian market intelligence startup Rilo signals more than a portfolio update, it's a deliberate bet on data agility. This marks the company's second purchase out of India, following Rephrase.ai in 2023, and it reinforces a clear pattern: smart, targeted innovation over flashy moves. For teams wrestling with static spreadsheets, this feels like a quiet nod toward tools that think ahead. We're watching closely, and we'll keep exploring how such shifts reshape everyday workflows.
Discover how Google Pics reimagines design through simple AI prompts.
Google Pics flips the creative process on its head: you prompt, not design. It's a confident push into Canva and Adobe's territory, but the AI-first angle makes it feel less like a clone and more like a natural evolution. We're watching the spreadsheet playbook repeat, where complexity gives way to simple instruction. If you're curious how these models handle structure, our piece on paragraph navigation offers a useful lens. For now, this tool signals that accessible creation isn't a trend; it's the baseline.