AI Stack & Vendor Landscape
New AI tools ship every week. The question is: which ones are worth deploying?
The AI stack market is growing faster than most companies can evaluate. Claude, GPT, Gemini, Mistral, LLaMA, each model carries different trade-offs in cost, latency, quality, and data security. Then there are the platforms: Make, n8n, LangChain, Vertex AI, Amazon Bedrock. In this hub, we publish comparisons, benchmarks, and hands-on tests of AI tools, from language models and orchestration platforms to no-code solutions and APIs. We test on real business cases, not synthetic prompts. ROI & Shine evaluates the stack objectively, for ROI, compliance, and scalability in the European mid-market, not Product Hunt hype.
Articles
Google Gemini CLI: Open-Source AI Agent for Your Terminal
Google’s new open-source Gemini CLI brings AI into the terminal—write, refactor, test, and automate devops with multi-file context and enterprise control.
OpenAI’s 10‑Year RFP: The Race to a US AI Hardware Ecosystem
OpenAI’s decade-long RFP signals a shift from software-only to a US-built AI hardware ecosystem—spanning data centers, robotics, and consumer devices. Here’s wh…
Nvidia Neotron 3 Nano Omni: The Edge-Ready Multimodal Agent Engine
Nvidia’s Neotron 3 Nano Omni is an open, CUDA-optimized multimodal model for agent AI, built for edge deployment. Here’s how to turn it into ROI in e-commerce a…
OpenAI GPT-5.5: Agentic AI Built for Real Work
OpenAI GPT-5.5 is here: a new class of agentic AI built to plan, use tools, self-check, and execute multi-step work. See benchmarks, ROI, and how to deploy.
Thailand’s Sora AI Video App Meets Malaysia’s Ryt AI Bank: The First-Mover Playbook
Asia just set a new AI benchmark. Thailand launched OpenAI’s Sora AI video app with Thai + TikTok integration, and Malaysia debuted Ryt AI Bank with real-time l…
Google Veo 3: 4K AI Video With Control, Speed, ROI
Google Veo 3 brings 4K/60fps, multi-shot consistency, fast generation, and safety-first controls to AI video. See features, ROI models, EU AI Act guidance, and …
Thailand’s Sora and Malaysia’s Ryt Bank: SEA’s AI Leap
Thailand launches OpenAI’s Sora app and Malaysia debuts Ryt, an AI-powered bank. Here’s how Southeast Asia is fast-tracking real-world AI adoption and what to d…
Sora in Thailand & Ryt Bank in Malaysia: The AI Playbook
Thailand launches OpenAI’s Sora with Thai support; Malaysia debuts Ryt Bank, a fully AI-driven bank. What this means for AI in Southeast Asia, marketing ROI, an…
OpenAI Codex with GPT-5: The 2024 Coding Power Play
OpenAI Codex now runs on GPT-5. Expect faster coding, fewer errors, and enterprise-grade security—plus a clear roadmap to deploy it across your SDLC.
Google Gemini 3.1: Real-Time Voice & Image for Marketers
Google Gemini 3.1 brings simultaneous real-time voice and image analysis to marketers and CX teams—cutting manual review by 40–60% and unlocking new multimodal …
Claude 1 Million Token Context: The Enterprise Playbook
Anthropic’s Claude just jumped to a 1,000,000-token context window, topping text and coding leaderboards. Here’s the first-mover briefing, a deployment framewor…
Microsoft Copilot Reorganization: The Unified AI Playbook
Microsoft has unified Copilot across consumer and enterprise under four pillars—experience, platform, Microsoft 365 apps, and AI models. Here’s what changed, wh…
OpenAI GPT-5.4 Mini & Nano: Fast, Low-Cost AI for Scale
OpenAI’s GPT-5.4 mini and nano deliver near frontier performance at a fraction of the cost. Here’s the ROI, the playbook, and the edge for Polish marketers and …
NVIDIA NemoClaw Debuts: Single-Command OpenClaw Agents
Deploy in seconds, not days. That’s the commercial promise of NVIDIA NemoClaw—an open-source breakthrough that collapses the complexity of agent deployment into…
ChatGPT Integrations Go Live: DoorDash, Spotify, Uber, Canva, Expedia
One AI, five everyday outcomes. With OpenAI’s latest update, ChatGPT now integrates directly with DoorDash, Spotify, Uber, Canva, and Expedia. That’s not a nove…
Google Gemini Workspace Upgrade: From Storage to AI-Generated Docs
Google’s March 13, 2026 Gemini upgrade turns Workspace into an AI-driven engine that auto-generates docs, sheets, and slides from emails, chats, Drive, and the …
OLMo Hybrid 7B: Open Hybrid Model, Half the Tokens, Same Power
Ai2’s OLMo Hybrid 7B sets a new efficiency and transparency bar: same MMLU accuracy as OLMo 3 using 49% fewer tokens, trained openly on 512 Blackwell GPUs.
OpenAI GPT-5.4: 1M-Token Context, Native Computer Use, and Enterprise Plugins
OpenAI GPT-5.4 arrives with 1M-token context, native computer use, and enterprise plugins for Excel and Google Sheets—rewiring how Polish and European businesse…
Anthropic Hits $20B Run Rate as Claude Overtakes ChatGPT
Anthropic nears a $20B revenue run rate as Claude surpasses ChatGPT in the US App Store. Here’s what the feature velocity, safety stance, and market shift mean …
Claude Code Security: Anthropic’s AI For Safer Code
Anthropic launches Claude Code Security, an AI tool that flags subtle code vulnerabilities, speeds remediation, and supports open-source maintainers—reshaping e…
New version GPT-5.2: Instant vs Thinking vs Pro for Real ROI (Agents, Long Context, Spreadsheets, Slides)
GPT-5.2 is not a vibes upgrade. It is a work upgrade. If your team uses ChatGPT for board packs, operating reviews, research synthesis, or agentic tool runs, th…