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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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J. Hallikas

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Open access Aug 2026

Artificial intelligence in public procurement: a multilevel dynamic capabilities perspective

The findings show that dynamic capabilities – sensing, seizing and transforming – are distributed across levels and shaped by bottom-up and top-down mechanisms, which advances dynamic capabilities theory by demonstrating its multilevel nature in the public sector.

Mika Hanninen, M. Immonen, J. Hallikas · 0 citations

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