Brief of March 2026
Google Cloud launches, New York event and B2B projects
In newsletter: Two case studies, MrBenny award and OPTI community.
See March BriefPage 1 of 12
Schema.org in 2026: Practical Guide for B2B, E-commerce and AI Search
24.04.2026
NEW
How schema.org works in 2026 to be read by AI (GEO/AI Search): entities, graph-first approach, implementation for B2B services and e-commerce products.
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What Happens When the Same Question Gets Three Different Answers: AI in Business
17.04.2026
NEW
The same question, three different yet complementary answers: business and software architecture, AI legislation, and cybersecurity. A participant's experience at AI in Business Practice by Bee Global.
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What is Hybrid AI Architecture? From Silicon Valley to the Real Economy
07.04.2026
NEW
Why does ChatGPT fail in B2B? Discover how Hybrid AI Architecture (neuro-symbolic) protects data and combines neural networks with strict business rules for distribution, manufacturing, and B2B.
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Updates: Vertex AI Search for commerce (Retail) – Google's Managed AI Recommendations Solution
26.03.2026
Major 2025-2026 updates to Vertex AI Search for commerce: Conversational Search API, Merchandising Console with Agentic Explainability, and UCP readiness. Case studies from Toolstation and Grupo Casas Bahia. Hybrid ERP integration by OPTI Software.
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New York Event: Safe AI and Business Guardrails – Applications in Google Cloud (April 28, 2026)
20.03.2026
BeeGlobal & System2 conference in New York, April 28, 2026. Marian Călborean (OPTI Software) presents hybrid AI architecture and guardrails in Google Cloud. In-person event in Manhattan.
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![[UPDATE] The Romanian startup awards will be presented on March 12. Mr. Benny won 3rd place at the Romania Startup Awards 2026.](/images/new-post/medium_long-romania-startup-awards-2026-mrbenny.jpg "[UPDATE] The Romanian startup awards will be presented on March 12. Mr. Benny won 3rd place at the Romania Startup Awards 2026.")
[UPDATE] The Romanian startup awards will be presented on March 12. Mr. Benny won 3rd place at the Romania Startup Awards 2026.
10.03.2026
The Romania Startup Awards will be held on Thursday, March 12. Mr.Benny, the OPTI Software spinoff for cybersecurity and IT management (NIS-2 compliance), is nominated in the top 60 technological innovations of the year
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Sell B2B like Netflix or Uber: 5 AI projects that bring the "consumer" experience to production, distribution and corporate
05.03.2026
Algorithms that influence buyer psychology and maximize margin: B2B portal customization, contextual cart retrieval, technical compatibility engine, Cold Start new products...
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![[UPDATE] AI in Business Practice 2026: BeeGlobal Conference at UiPath Bucharest](/images/new-post/medium_long-beeglobal-ai-business-practice-2026.jpg "[UPDATE] AI in Business Practice 2026: BeeGlobal Conference at UiPath Bucharest")
[UPDATE] AI in Business Practice 2026: BeeGlobal Conference at UiPath Bucharest
04.03.2026
BeeGlobal conference "AI in Business Practice 2026" at UiPath Bucharest, March 10th. AI-ready data strategies, business rules, legacy modernization and hybrid cloud. Marian Călborean (OPTI Software) presents B2B hybrid architecture.
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B2B Security: How to Validate an AI Provider in the Era of NIS2 and GDPR (Due Diligence)
25.02.2026
AI procurement brings new Supply Chain risks. As a Google Cloud & ROTLD accredited partner, OPTI details the technical due diligence steps for NIS2 compliance.
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AI for "blue collar" jobs: 5 (out of 10) projects to increase sales in the real economy: manufacturing, distribution, pharma
24.02.2026
Move beyond office chatbots. OPTI introduces "Blue Collar AI": 5 engineering projects driving sales growth in the Real Economy (Distribution, Manufacturing, Pharma).
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