#Enterprise AI
Autonomous AI Without Internet Access: Architecture of the Closed Multi-Agent Platform "Archangel"
How to build an enterprise multi-agent AI system in a fully isolated environment based on Kubernetes, an event-driven data bus, and local RAG.
Why Accelerating Development with AI Does Not Guarantee Business Growth: Key Takeaways from the MWS Meetup
Experts at the ninth MWS Meetup analyzed the AI integration paradox: localized developer productivity gains often hit systemic constraints and do not automatically accelerate the business as a whole.
Experience of a COMETAL Engineer: How to Delegate 20% of Work Routine to Artificial Intelligence
A technical expert in COMETAL's mechanical engineering division shared insights on automating documentation checks and calculations using neural networks, saving up to 8 working hours weekly.
From Assistants to Virtual Employees: How AI Agents Are Integrated into Corporate Processes
Experts from MWS and Orion Soft discussed the transformation of generative AI into full-fledged digital employees: why context is more important than the ability to write code and how engineering tasks are evolving.
The Vanity Metric Trap: Why Mass Support Automation Hurts Brands
Automating frontline support with AI saves up to 40% of payroll budgets and speeds up response times, but confident hallucinations and brick-wall bots threaten company reputations.
How to Correctly Measure Brand Visibility in AI Responses: Metrics and Analysis Specifics
Traditional SEO is gradually giving way to generative search. We explore how to properly measure a company's presence in language model answers, why single prompts fail to provide an objective picture, and how to calculate key metrics.
AI News Spotlights Industry Leaders Across New Enterprise Video Interview Series
A curated collection of video interviews explores how global tech leaders and enterprises are tackling AI governance, cloud infrastructure, ethical deployment, and data management.