AI is everywhere.
Thoughtful leadership makes it work.

At Kaneda Consulting, we help leaders at every level apply AI with clarity and purpose—whether you're building advanced systems, setting strategy, or simplifying day-to-day operations. From scaling startups to local shops, our guidance is grounded, practical, and tailored to what matters most to you.

Featured Services

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This casual one-on-one session is for curious professionals, leaders, and builders who want to explore AI. Bring your questions, ideas, or skepticism, and we’ll help you understand what’s possible and what matters for you. Whether you're just starting to explore or already have ideas, we’ll meet you where you are.

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This 3–4 week project evaluates multiple AI/ML ideas to identify high-impact opportunities. You'll receive a prioritized list of use cases scored by ROI and feasibility, along with a light technical overview covering data, risks, tools, and ownership. The project concludes with clear next-step recommendations for team enablement or vendor engagement.

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This is designed for teams eager to begin testing an AI/ML idea. It includes use case definition, technical feasibility, risk assessment, and clear success criteria. You’ll walk away with a vendor-ready brief that sets your proof of concept up for meaningful results.

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The Fractional AI Strategy Partner gives scaling teams expert support without a full-time hire. You get monthly strategy sessions and on-demand input on plans, docs, or roadmaps. We help you navigate complexity, seize opportunities, and move forward with confidence.

Leila Kaneda - Owner

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I help people at every level make sense of AI. That includes technical teams building complex systems, executive leaders defining company strategy, and small business owners looking for practical support. With a background in machine learning focused on real-world applications, I make sure you're not just using AI—but using it wisely, and in ways that truly serve your goals.

  • "Your support, guidance, and expertise have been pivotal in helping us construct our data pipeline. Please accept my heartfelt gratitude for your invaluable assistance."

    Anonymous, med-tech startup

  • "You’ve done an excellent job, you definitely went above and beyond anything we initially expected. Your advice has 100% had a big impact on our data/model workflows."

    Anonymous, sensor-based small company