News

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.

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.

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.

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.

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.

Algorithms that influence buyer psychology and maximize margin: B2B portal customization, contextual cart retrieval, technical compatibility engine, Cold Start new products...

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.

Move beyond office chatbots. OPTI introduces "Blue Collar AI": 5 engineering projects driving sales growth in the Real Economy (Distribution, Manufacturing, Pharma).

5 common ERP data quality problems and technical solutions to enable AI in B2B: abbreviation chaos, improvised text fields, inconsistent measurement units, and unstructured attributes.

30-Day Sprint for AI adoption in your company. Structure your decision and preliminary analysis, before committing to actual development costs.

A strategic framework for choosing the right AI implementation partner (Global vs. Agile) in 2026, after the launch of Guide #1 on AI Recommendations & Business Rules.

Forbes Romania interview with Marian Călborean (OPTI): On the transition to software products (MrBenny, AI Sales), the labor market in the AI era, and the "Post-waiting" concept.

OPTI's 2025 Analysis: How to solve operational bottlenecks via custom software and AI. Real project ideas from logistics, sports, construction, and green energy with implementation checklists.