Following the success of the "AI in Business Practice 2026" conference in Bucharest, the conversation about adopting artificial intelligence in the real economy crosses the ocean. On Tuesday, April 28, 2026, the BeeGlobal network, in collaboration with System2, is organizing in New York the event "Safe AI and Business Guardrails – Applications in Google Cloud".
Marian Călborean, founder of OPTI Software, will present the hybrid AI architecture and AI integration into business processes via Google Cloud, alongside other technology leaders and startup founders from Manhattan.
Caption: AI Guides in B2B Sales at the BeeGlobal Conference
Manhattan Event Program
- Hybrid architecture and business guardrails: Why predictive or generative AI must be governed by rules. How we set strict safety filters to protect commercial margins, technical compatibilities, and the company's real inventory within the Vertex AI ecosystem.
- Secure applications in the Google Cloud ecosystem: How we use infrastructure and Google-managed models (e.g., Vertex AI Search, Vertex AI Search for commerce) while respecting data privacy principles and maintaining the company's single source of truth.
- Combating hallucinations through data engineering: The critical role of the Data Cleaning process (cleansing, deduplication, and normalization of ERP/CRM data) to prevent the "Garbage In, Garbage Out" effect in AI systems, including Google Cloud tools.
Confirmed Speakers
Sanjay Mishra
Principal Software Engineer at Fidelity Investments, independent AI researcher and author of The SQL Universe
Marian Călborean
Software Architect, Founder of OPTI Software
We will update the list soon.
OPTI Software Perspective
Marian Călborean will highlight the solutions from Guide #1: Smart Recommendations, Upsell and Rules, demonstrating why AI applied in business is 100% engineering and 0% magic.
We will detail why Black Box systems are not viable in technical sales, and how imperfect data (abbreviations, unstructured attributes, legacy systems) can be turned into a revenue growth engine with reduced latency and full predictability.
Details and Registration
Date: Tuesday, April 28, 2026
Schedule: 6:00 PM – 9:30 PM (EDT)
Location: Midtown – New York City (In-person event only)
Organizers: BeeGlobal & System2
The event is aimed at business decision-makers (CEO, CTO, Sales Directors), startup operators, and technology leaders shaping AI adoption.
Secure your spot: Tickets (Standard, Early Bird, or Invite Only) are available at the link below
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