70% of IT implementations
90% of AI projects
fail in reality
Is your company truly succeeding?
The "High Cost, Low Impact" trap
One client: after our support, IT costs reduced to 1/10th.
And results improved beyond previous levels.
Would you like to host a free corporate workshop?
With perspectives that even the IT industry doesn't know,
we'll identify unexpected blind spots and clarify your company's true position.
Why Choose ePrize
With experience from every side, we pinpoint the causes of stalls and get you back on track
Founder-led engagement
Delivered by the founder’s hands-on expertise—not just a brand. We ensure repeatable outcomes with a clear methodology and standardized assets.
Rich Experience Supporting Founder-Led Approach
Real-world experience on both sides (client/vendor/frontline)
Drawing on hands-on experience across roles—client and vendor; business, consulting, vendor, and think tank—we understand incentives in three dimensions. We establish requirements, contract design, and operating model early to minimize rework and lock‑in.
Cross‑industry, real-world experience
Across government, schools, manufacturing (automotive, chemicals, pharma), telecom, IT, and real estate—and with consultancies, vendors, and think tanks—we design what fits each organization. No one‑size‑fits‑all; we maximize impact without undue strain.
Hands-on across the IT stack
From infra and security to operations, governance, data use, rollout/migration, and adoption—we support end-to-end. With experience on both client and vendor sides, we connect technology and organization to deliver outcomes.
Experience across scales (enterprise to SMB)
Based on experience from large enterprises to SMEs, we don’t force a uniform approach. We design for your scale, structure, and maturity so you can expand without rework or strain.
Strong at restarting stalled projects
[Support Case] 6-month delay resolved in 3 months
We quickly diagnose, redesign, set priorities, and restart stage gates to regain momentum. We have extensive experience taking on projects in a problem state.
Hidetoshi Ito Founder / AI Transformation Strategist
Thank you for visiting this page. Digital transformation is not about simply introducing technologies; it is about redesigning the assumptions of your organization and operations. While traditional IT has aimed at "making existing work more efficient," AI is a catalyst that redefines how work itself should be done.
When introduced systems aren’t used as expected, efficiency efforts add burden, or returns don’t match the investment, the root cause is often a misunderstanding of transformation. As a transformation consultant, I identify fundamental organizational issues, and as a generative AI architect, I design to extend human judgment and creativity. AI is not just an automation tool—it is a thinking partner with the power to reconstruct business assumptions.
What matters is to ask, "Why this way?" Starting from the right questions, we partner from concept design through execution and adoption to create sustained value. If you’re interested or would like to talk, feel free to contact us.
Consulting Service DetailsAI Advisory
Operations-first advisory for AI adoption. We combine operating model, guardrails, enablement and small automations to achieve outcomes—not just deployments.
Effective AI chat via model optimization and context design
Pair the right model with task-specific context. Deliver high-quality answers at low cost and lift frontline productivity.
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In-house AI Environment
Keep sensitive data inside. Fully manage open-source models in-house to reduce leakage risk and strengthen compliance.
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Vibecoding-driven, operations-focused custom development
Co-build with the frontline to contextualize requirements, prototype fast, and expand iteratively—apps that stay useful and resilient.
View Details »Transformation Tips / Latest Blog
We deliver practical information on DX, business improvement, AI utilization, and more that you can use starting tomorrow.
Systems That Aren't Being Used—Organizations That Can't Call It a Failure Can't Change
Systems were introduced with the assumption they would be 'usable.' If they're not being used, that's a failure. Organizations that don't acknowledge states requiring improvement as failures cannot change.
Read Article »The Day AI Model Companies Swallow the Tool Industry – From Search to Video to Music
AI model companies like ChatGPT and Gemini are beginning to incorporate entire tool industries—from search engines to image, video, and music creation—as their own built-in features. The era of independent tools is ending, and a new age where AI encompasses everything is arriving.
Read Article »AI Hallucinations: Corporate Risks - Lessons from Deloitte's $440K Refund Case
Deloitte Australia refunds approximately $440,000 due to AI report errors. A thorough examination of AI hallucination risks and countermeasures that Japanese companies cannot ignore
Read Article »Would you like to solve that challenge with ePrize?
'I don't know where to start' 'Our current approach has reached its limit' We will propose the optimal transformation plan and solutions tailored to your company's situation. Please feel free to consult with us first.
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