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One B2B programme connected 40,000 daily sessions, 1,470 survey responses, and 30 customer visits across 35 markets.", "proof": [ "Power BI", "Product analytics", "Customer research", "B2B" ], "href": "/projects/data-informed-b2b-platform-strategy/", "linkLabel": "B2B decision case" }, { "period": "2023–2026", "label": "Platform", "title": "Databricks: dashboards become a governed data platform", "text": "I built and operated 100 production jobs and 631 governed tables, followed by forecasting, NLP across 1.46M+ support cases, machine learning, and decision applications.", "proof": [ "Databricks", "Python", "Unity Catalog", "ML" ], "href": "/projects/enterprise-ml-data-platform/", "linkLabel": "Enterprise platform case" }, { "period": "2022–2024", "label": "AI adoption", "title": "From early ChatGPT use to connected development", "text": "Prompting and copy–paste coding became daily AI-assisted development, then reusable n8n and Zapier flows, and finally controlled access to code, data, tools, and documentation through MCP.", "proof": [ "ChatGPT", "n8n", "Zapier", "MCP" ], "href": "/projects/project-19/", "linkLabel": "MCP development case" }, { "period": "2024–now", "label": "Convergence", "title": "The Unnamed Roads and Company OS", "text": "I now operate 10+ projects on 30+ containers with specialist agents, shared data, tools, approvals, and observability. Company OS is the coordination layer emerging from that work.", "proof": [ "Agents", "MCP", "Observability", "Human oversight" ], "href": "/company-os/", "linkLabel": "Company OS thesis" } ], "keyPages": { "home": "https://www.emilingemarkarlsson.com", "about": "https://www.emilingemarkarlsson.com/about", "projects": "https://www.emilingemarkarlsson.com/projects", "writing": "https://www.emilingemarkarlsson.com/blog", "companyOS": "https://www.emilingemarkarlsson.com/company-os", "stack": "https://www.emilingemarkarlsson.com/stack", "library": "https://www.emilingemarkarlsson.com/library", "contact": "https://www.emilingemarkarlsson.com/contact" } }