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AI talent

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SMB AI talent AI adoption

Nobody on our team understands AI: the real structure of the problem and three ways to solve it

Why 'we have no AI talent' is rarely a hiring problem: a three-layer breakdown of AI capability, and a comparison of hiring, upskilling, and embedded support.

July 17, 2026 Tied Inc.

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M&A 15 Investment decisions 10 tech strategy 9 Due diligence 6 Management 6 IP 5 Startup evaluation 5 startups 5 Tech evaluation 5 Tech literacy 5 VC 5 AI 4 CTO hiring 4 Investment 4 LLM 4 Tech DD 4 technical debt 4 Technical debt 4 value-add 4 R&D 3 SMB 3 startup 3 Tech strategy 3 Technical DD 3 value-up 3 投資判断 3 AI adoption 2 Architecture 2 Cloud 2 Engineering 2 engineering org 2 engineering quality 2 Intellectual Property 2 org design 2 Organization 2 Patent 2 Programming languages 2 Startup 2 Startups 2 technical advisor 2 technical due diligence 2 Technical strategy 2 Trade Secret 2 vibe coding 2 技術リテラシー 2 技術負債 2 Acquisitions 1 AI talent 1 AI-assisted development 1 AI-driven development 1 API 1 architecture 1 Copyright 1 Development process 1 digital transformation 1 Due Diligence 1 embedded consulting 1 embedded support 1 Engineering hiring 1 hands-on support 1 intellectual property 1 investment 1 investment decision 1 investment decisions 1 investment due diligence 1 Investment Due Diligence 1 labor market 1 License 1 management 1 Org building 1 organization 1 organizational design 1 patents 1 PMI 1 prototype to production 1 small business 1 startup evaluation 1 Startup Evaluation 1 team building 1 Team organization 1 tech assessment 1 Tech Strategy 1 Technical advisor 1 technical advisory 1 Technical literacy 1 technology assets 1 Technology Evaluation 1 technology strategy 1 Technology Strategy 1 Value creation 1 Value-up 1 アーキテクチャ 1 エンジニアリング 1 スタートアップ 1 データベース 1 デューデリジェンス 1 技術DD 1 技術戦略 1 技術評価 1 経営 1 組織構築 1 知財 1