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Artur Kołazda

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Artur Kołazda

CEO at DS Stream

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8 Oct 2026
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AI Transformation

Articles by Artur Kołazda

AI Transformation8 Oct

How to Scale Enterprise AI: From Pilots to Agentic Platforms – Insights from Nasscom Agentic AI Confluence 2026

How to scale enterprise AI from pilots to production: AI operating model, governance, MLOps, business ownership. Insights from Nasscom Agentic AI Confluence 2026.

Artur Kołazda

PolandDS STREAM sp. z o.o.
Grochowska 306/308
03-840 Warsaw, Poland

United States of AmericaDS STREAM Corporation
1209 Orange St.
Wilmington, DE 19801

IndiaDATA SCIENCE & AI STREAM PRIVATE LIMITED
#07, K. No. 81/89/1, AVR Arcade, Kowdenahalli,
Ramamurthy Nagar Main Road,
Bengaluru 560016, Karnataka, India

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AI Transformation with ClaudeTransformation programs built on Anthropic's Claude Enterprise AI TransformationStrategy-to-production change for large organizations

Cloud SolutionsArchitecture, migration and cost control Predictive AnalysisForecasting and revenue analytics Intelligent Process AutomationWorkflow automation with AI agents Enterprise Data ManagementGovernance, migration and cloud data AI Engineering PlatformBuild enterprise AI at scale

Sales ForecastingSKU-level forecasts that steer planning Revenue AnalyticsSee where revenue is made and lost Promotion AnalyticsWhich promos build margin, which burn it PlanogramPlan and verify shelf layouts Performance AnalyticsKPIs tracked from store to board Loyalty AnalyticsUnderstand and grow repeat buyers Hyperlocal TargetingDemand signals down to the neighborhood Customer SegmentationActionable segments from real behavior Category Management AnalysisCategory insights retailers trust Business Intelligence ReportingSelf-service reporting people actually use

Enterprise Workflow AutomationAutomate multi-step business processes Data IngestionAutomated intake from any source Category Management PlatformOne platform for category decisions AI Productivity AssistantAn assistant embedded in daily work AI Governance ToolsControl and visibility over AI usage AI Agent Orchestration PlatformCoordinate fleets of AI agents AI OmnichannelConsistent AI service on every channel VoIP AI AgentsVoice agents that handle real calls

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Agentic AI ArchitectureMulti-agent systems designed for production AI ProductivityCopilots that speed up everyday work Conversational AI DesignDialogue flows users actually follow Custom Chatbot DevelopmentAssistants built on your data and tools Generative AI DevelopmentGenAI features shipped into your products Generative AI GovernanceGuardrails, evals and compliance for GenAI LLMOpsOperations for models, prompts and evals Shelf & Space Optimization AnalyticsImage-based shelf and space insights AI-Driven Assortment OptimizationAssortments tuned to store-level demand Enterprise AI FactoryA reusable platform that industrializes AI delivery

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