Generative AI for the Enterprise.
From Vision to Adoption.
A consulting firm that partners with C-suite leaders at the world's foremost enterprises — driving AI agent strategy and large-scale digital transformation from concept through PoC, enterprise rollout, and organizational adoption.
Turning Generative AI into an Enterprise Advantage.
Since the emergence of large language models, generative AI has been rewriting the competitive dynamics of every industry. Yet most enterprises hit the same wall: proof-of-concepts that never ship, AI that front-line teams never use, and ROI that can't be measured.
The DX Strategy Generative AI Practice focuses on generative AI as a management strategy — not a technology experiment. From use-case discovery through proprietary LLM / RAG infrastructure design, governance architecture, enterprise-wide rollout, and talent enablement, we stay alongside you until AI delivers measurable business impact.
Strategy & Use Case Design
Identify and prioritize use cases tied to the management agenda; quantify the business case for each.
Enterprise LLM & RAG
Design proprietary RAG infrastructure and LLM integrations on your internal data — secure and scalable.
AI Governance
Build an integrated governance framework spanning risk management, compliance, and AI ethics.
Adoption & Change
Engineer front-line adoption, organizational change, and talent development — AI that gets used.
Strategy alone does not move DX forward.
We are not the firm that hands you a deck and leaves. We understand what implementation feels like in the field, how hard organizational change really is, and how fast executives need to make decisions — and we stay until results materialize.
01
A decision partner
at the C-suite level
We sit directly in board meetings and executive committees, structuring strategic options. Our partners are not on-the-ground consultants — they function as decision-making partners who move the management agenda. Every partner has led transformation programs at publicly listed enterprises.
02
Strategy and engineering
in a single team
We deliver strategy consulting and engineering implementation within the same team. Our execution capability — spanning generative AI, data platforms, cloud architecture, and product development — converts strategy on paper into measurable business impact, including a path to in-house capability.
03
Implementation intelligence
forged in Dubai
Headquartered in Dubai — where AI regulation, government DX, and smart-city deployment move faster than anywhere else on earth — we translate frontier insights directly into transformation programs for leading enterprises. Rare expertise for Japanese firms: Middle East expansion and public-private partnership capabilities built in.
Six practices that move the executive agenda.
Generative AI at the core, covering strategy, implementation, talent, organization, and frontier technology — end to end. Each practice is designed to deliver outcomes that connect directly to business impact.
GenAI Agent Implementation
Beyond PoC. We build agent infrastructure beyond RAG — from process decomposition through design, implementation, and enterprise-wide rollout, all in one engagement.
Explore →New Business Creation
We partner with you to conceive and launch AI-native new businesses and services — from ideation through studio-style PoC to go-to-market, end to end.
Explore →Operations Excellence & BPR
Root-and-branch business process reengineering combined with AI-driven enterprise-wide efficiency. From automating existing workflows to achieving operational excellence.
Explore →Customer Experience Transformation
Customer journey redesign, digital channel integration, CRM / marketing automation modernization, and UX improvement — service transformation built around the customer.
Explore →AI Governance Framework
Not governance that blocks AI — governance that lets you move with confidence. From policy design to technical guardrail implementation.
Explore →Talent & Organization Transformation
AI-driven talent strategy, organizational design, and reskilling from board to front line. We partner with CDOs and CHROs to build an organization where AI actually gets used.
Explore →Where does your organization stand on generative AI maturity versus the industry average?
Answer questions across five dimensions — strategy, data, talent, governance, and technology — and receive an industry benchmark comparison report by email.
- Takes ~3 minutes
- No registration · Completely free
- Benchmark report vs. industry average
- Recommended next steps tailored to your score
Frontier intelligence, applied to enterprise transformation.
DX Strategy Co.,Ltd is a global firm headquartered in Dubai — the world's fastest-moving city for government DX and smart-city deployment. We translate knowledge accumulated across the Middle East, Asia, and Japan directly into transformation programs for leading enterprises.
Two Dubai locations: Burj Khalifa, 54th Floor (Global Headquarters) and Digital Park Building A2 (Innovation Hub). From the front line of government DX, smart cities, and generative AI, we bridge Japan's leading enterprises with global and Middle East expansion opportunities.
Transformation outcomes, told in numbers.
Representative projects from our work with industry-leading enterprises and public institutions. All cases are anonymized under NDA.
From screening 300 business processes to board approval and PoC — enterprise-wide generative AI deployment plan established in 8 months
Working alongside executive leadership, we evaluated 300+ processes across five dimensions, selected three priority domains (risk management, credit review, customer service), and designed a bank-wide strategy using a four-layer framework covering operations, regulation, technology, and governance. The PoC delivered a 60% reduction in document processing time, securing unanimous board approval.
screened
time reduction
approval
Supply chain redesigned with multi-agent AI — 3× faster decision-making across 20+ sites with 3 coordinated agents
For a global manufacturer operating in 20+ countries, we built a multi-agent platform coordinating three specialized agents: demand forecasting, inventory optimization, and production planning. By decomposing the Bullwhip effect into four structural drivers, we tripled decision-making speed even under post-pandemic market volatility — a 10-month engagement.
sites
speed
turnover
Omnichannel AI integration — CX redesign connecting 4 touchpoints under a single customer ID delivers NPS +28pt
We unified fragmented customer IDs across app, e-commerce, physical stores, and contact center. Redesigning CX through a four-layer architecture spanning ID unification, experience design, personalization, and observability, we demonstrated NPS +28pt and LTV +18% within 9 months.
improvement
increase
CVR
GenAI lifecycle management — 5-stage LLM customer engagement engine halves churn and lifts ARPU 12%
For a tier-1 carrier serving tens of millions of subscribers, we redesigned the full customer lifecycle — acquisition, onboarding, engagement, upsell, and retention — using generative AI. The LLM dynamically generates context-aware customer interactions, churn-prevention conversations, and agent assist responses. Results validated over 12 months.
reduction
increase
AI integration
Public service redesign with GenAI — residents, government, and private sector connected through a 4-layer Civic Architecture
For municipalities under Japan's Cabinet Office Super City Initiative, we connected residents, government, and private-sector operators through a generative-AI-centric 4-layer Civic Architecture (engagement, data, orchestration, governance). Applying Smart Dubai frameworks to the Japanese context, we delivered -48% counter processing time, +41% visitor arrivals, and 98% resident satisfaction over 18 months.
processing time
arrivals
satisfaction
Not to "meet" the goal. To be the partner that relentlessly exceeds it.
DX Strategy Co.,Ltd
Frequently Asked Questions
Straight answers to the questions we hear most often from executive sponsors and project leads.
Q.01 Is the initial discussion genuinely free of charge?
Yes. The initial 60-minute discussion is complimentary. Under a mutual NDA, we help you structure your management challenges and map out where to begin with AI agents and digital transformation — no proposals or cost estimates are pushed at that stage.
Q.02 How do you differ from the major strategy firms?
The decisive difference is accountability through adoption. We deliver strategy and engineering implementation within a single team — so strategy never stalls at PoC, and AI gets embedded as something people on the front line actually use.
Q.03 What is the typical project timeline and budget range?
As a guide: strategy formulation 2–3 months, PoC through pilot 3–6 months, enterprise-wide rollout 6–12 months. Investment varies with scope and complexity; most engagements are enterprise-scale, typically ranging from JPY 30M to several hundred million. We provide a tailored estimate at the initial discussion.
Q.04 What industries and regions do you cover?
We have delivery track record across manufacturing, financial services, retail, public sector, energy, and telecom. Geographically, our primary market is Japan, with strong capability for Middle East and Asia expansion and supporting Japanese enterprises in their global growth.
Q.05 How do you handle confidential information?
We can execute a mutual NDA before the initial discussion, or limit the discussion scope to non-confidential topics — whichever you prefer. Throughout an engagement we maintain an ISMS-equivalent information management framework with access controls and full audit logging.
A message from the Founder
After a career spanning a major Japanese financial institution and a global management consulting firm (Deloitte Tohmatsu Consulting), Toru founded DX Strategy Co.,Ltd. Over 20 years, he has advised central government ministries, local authorities, and financial institutions on AI and digital strategy.
His practice encompasses research, customer insight, quantitative analysis, and strategy formulation conducted in direct partnership with C-suite leadership — addressing management transformation, digital strategy, and commercial growth challenges.
About DX Strategy
Downtown Dubai
Dubai Silicon Oasis
Start with your management challenge.
The initial discussion is complimentary. Whether your priority is a generative AI roadmap, sequencing DX investment, or breaking through an organizational change barrier — an experienced partner will listen directly, under NDA, and structure your agenda on the spot.