STRATEGY CONSULTINGStrategy Consulting
Drawing the Next Growth Curve with AI and Strategy
SERVICE OVERVIEWService Overview
We combine the strategic planning expertise of top-tier strategy firms with ontology-driven data integration technology. With a 24/7 multinational expert team, DS/FDE x AI agent hybrid teams (10-30x productivity), UCL behavioral science, and ISO 42001-compliant AI governance, we provide end-to-end support from strategy formulation through data infrastructure to AI implementation.
Business Strategy PlanningBusiness & Corporate Strategy
Cross-border business expansion presents diverse challenges: understanding market characteristics, adapting to cultural and business practices, and balancing global and local. Our team has deep expertise across three market domains—large Japanese enterprises, foreign companies entering Japan, and Japanese companies expanding overseas—combining top-tier strategy with ontology-powered data integration. Our 24/7 multinational team delivers strategies that drive real results.
Are you facing challenges like these?
- ✓[Foreign Companies] "How do we adapt HQ global strategy to Japan consensus-driven decision culture?"
- ✓[Foreign Companies] "Japan-specific business customs and regulations are slowing decision-making"
- ✓[Japanese Companies (Domestic)] "We need to rebuild competitive advantage through digitalization as the domestic market matures"
- ✓[Japanese Companies (Domestic)] "Massive data but siloed and cannot be leveraged for strategic planning"
- ✓[Japanese Companies (Overseas)] "We lack infrastructure to handle regulatory differences across European, North American, and Asian markets"
- ✓[Japanese Companies (Overseas)] "Struggling with local partner selection and global talent acquisition"
Solutions from Storyteller AI
Our MBB strategy firm alumni leverage ontology technology and data integration platforms. Bilingual DS/FDEs provide end-to-end support from strategy to data infrastructure and AI implementation. With a 24/7 multinational team, we achieve 3-5x development speed and 50-70% reduction in decision-making timelines.
Ontology-Centered Strategic Foundation
World-class ontology technology integrates siloed departmental data. Understanding Japan-specific challenges, we build globally-standardized data strategies. Our semi-custom 7-3 model (70% pre-built + 30% customization) delivers results in 3-6 months.
24/7 Multinational Team
Follow-the-sun development: Japan (strategy) → Europe (implementation) → North America (ML). Bilingual DS/FDEs bridge foreign HQs and Japanese subsidiaries. 3-5x development speed, 50-70% faster product launches.
Causal Inference for Strategic KPI Design
Beyond correlation analysis, we identify true success factors through causal inference and counterfactual reasoning. DAGs adjust for confounders to clarify causal relationships between initiatives and KPIs.
Results
Over 20 companies supported. Average 35% market share increase and 3x revenue growth in new markets.
Case Studies
Challenge
Struggling with Japan unique retail distribution. HQ global pricing diverged from market realities.
Solution
Analyzed distribution structure and built strategic retailer partnerships. Optimized Japan-specific promotions.
Result
20% market share increase, 2x revenue growth
Challenge
Regulatory environment gaps caused launch delays. HQ accountability challenging.
Solution
Developed regulatory roadmap and quantitative Japan market reporting for HQ.
Result
6-month launch acceleration, 100% HQ approval rate
Challenge
Hard to differentiate in competitive SaaS market. No enterprise sales approach.
Solution
Redefined enterprise value proposition. Built tailored enterprise sales strategy.
Result
40% enterprise client increase, 2.5x ARR growth
Challenge
Losing customers to e-commerce. No internal DX expertise.
Solution
Digital strategy roadmap with phased omnichannel transformation and DX talent development.
Result
5x e-commerce revenue, 30% total revenue increase
Challenge
Opaque local customs and regulations. Struggling with partner selection.
Solution
Local market research, entry strategy, reliable distributor selection.
Result
Joint ventures in Thailand and Vietnam, 0M revenue in 2 years
Challenge
Varying financial regulations across countries. Partner negotiations stalled.
Solution
Reviewed per-country regulations and built phased entry plan with local financial alliances.
Result
Business licenses in Singapore and Hong Kong, 3-country operations
Marketing Strategy PlanningMarketing Strategy
Digital marketing evolution has diversified customer touchpoints. While data volumes explode, only 20% of companies translate data into results. We integrate UCL TRANSFORM Framework with MINDSPACE nudge design for scientifically-driven marketing strategies.
Are you facing challenges like these?
- ✓"Accumulating customer data but failing to leverage for personalization"
- ✓"Too many digital initiatives, cannot causally identify effective ones"
- ✓"Competitors optimize in real-time from behavioral data, we are falling behind"
- ✓"Want to measure marketing ROI through causal inference to convince C-suite"
Solutions from Storyteller AI
Built on UCL TRANSFORM Framework (9 stages), integrating personality assessment (85-92%), MINDSPACE nudge design, and causal inference. Hybrid data science and marketing team drives scientific behavioral change with consistent PDCA.
Behavioral Science-Driven Customer Analytics
Big Five + extended factor personality assessment. Multimodal data integration predicts behavior at 85-92% accuracy. Personalized interventions for LTV improvement and churn prevention.
TRANSFORM x MINDSPACE Nudge Design
Integrating TRANSFORM (9 stages) with MINDSPACE. Optimal nudges tailored to personality and context. Real-time intervention timing optimization for sustained behavioral change.
Causal Inference for ROI Measurement
DAGs and counterfactual reasoning measure true impact. A/B testing and propensity score matching adjust for confounders. Compelling data narratives for executives.
Results
50% lead cost reduction and 2.5x opportunity rate improvement for B2B marketing. AI prediction models dramatically improved sales efficiency.
Case Studies
Challenge
Rising ad costs, low-quality leads reducing sales efficiency.
Solution
AI lead scoring. Concentrated investment on high-probability leads.
Result
50% lead cost reduction, 2.5x opportunity rate
Challenge
Traditional B2B marketing, falling behind digitally-savvy competitors.
Solution
Redesigned customer journey, integrated website/MA/CRM. Content marketing.
Result
3x web leads, 200% marketing ROI improvement
Challenge
Soaring CAC eroding profitability. Unclear LTV strategies.
Solution
Segment-level LTV analysis. Focused on high-LTV customers with retention.
Result
30% CAC reduction, 2.2x LTV improvement
Challenge
Ambiguous measurement across too many initiatives. Cannot explain ROI.
Solution
Marketing dashboard visualizing all ROI. Data-driven decision process.
Result
Clear investment decisions, 20% budget reduction maintaining results
Data & Analytics StrategyD&A Strategy
Over 90% of Japanese companies recognize the need for DX, but only 14% achieve results. We integrate siloed data with world-class ontology, diagnose with our 5-stage maturity model, and measure ROI through causal inference for practical D&A strategies.
Are you facing challenges like these?
- ✓"Data siloed across departments, preventing cross-organizational analysis"
- ✓"10 PoCs, zero in production. No way to measure ROI"
- ✓"Cannot causally prove to C-suite how much revenue data utilization drives"
- ✓"Hired data scientists but struggling with legacy IT integration"
Solutions from Storyteller AI
Ontology integrates siloed data. 5-stage maturity assessment with Quick Wins. Causal inference measures ROI for compelling executive narratives. Behavioral science AI talent development for in-house capability.
Ontology-Powered Data Integration
OWL/RDF knowledge representation integrates department silos. From Excel to mainframes, semantic transformation into unified platform. 90% integration timeline reduction.
Causal Inference for ROI Measurement
Counterfactual reasoning estimates outcomes without data utilization. DAGs quantify true causal effects. Causation-based ROI measurement for C-suite persuasion.
Behavioral Science x AI Talent Development
Big Five personality assessment generates personalized curricula. TRANSFORM Framework with 24/7 AI support. Pyramid development from literacy to AI strategy leaders.
Results
Initial results in 3 months at manufacturing DX office. 85% forecast improvement, 30% inventory cost reduction. Company-wide success.
Case Studies
Challenge
Abundant data but unused. Low forecast accuracy, high inventory costs. Stuck in PoC.
Solution
Demand forecast model in 3 months for Quick Win. Executive trust gained, progressive expansion.
Result
85% forecast improvement, 30% inventory reduction, company-wide rollout
Challenge
Customer, sales, inventory data siloed. Missed opportunities.
Solution
Data lakehouse unifying all sources. Real-time dashboards for executive decisions.
Result
40% fewer missed opportunities, 3x faster decisions
Challenge
Manual route optimization. Rising fuel costs. Data talent shortage.
Solution
AI route optimization plus internal data scientist development program.
Result
25% delivery cost reduction, 10 data professionals trained
Challenge
Massive customer data unutilized for marketing or credit. Unclear ROI.
Solution
Customer segmentation and credit scoring models. ROI measurement framework.
Result
150% marketing ROI improvement, 20% NPL reduction
AI Strategy & RoadmapAI Adoption & Implementation Strategy
Generative AI has ushered in a new phase of enterprise AI adoption. While many are trapped in PoC purgatory, we manage risk through ISO/IEC 42001 AI-GOVERNANCE while delivering end-to-end support with DS/FDE x AI agent teams (10-30x productivity).
Are you facing challenges like these?
- ✓"Generative AI security risks unclear, preventing production deployment"
- ✓"ISO 42001, EU AI Act compliance urgent, don't know where to start"
- ✓"10 PoCs, zero in production. Low AI productivity, invisible ROI"
- ✓"Don't know how to create value while ensuring AI explainability and fairness"
Solutions from Storyteller AI
ISO/IEC 42001 AI-GOVERNANCE (13 stages) from Assessment to Certification. DS/FDE x AI agent teams deliver 10-30x productivity, crossing the PoC-to-production valley with responsible AI.
DS/FDE x AI Agent Hybrid Teams
Each DS/FDE augmented with 5-10 AI agents for 10-30x productivity. LangGraph multi-agent workflows automate the full pipeline. 3-5x speed and improved production success rates.
ISO 42001-Compliant AI-GOVERNANCE
13-stage framework from risk evaluation to certification. 150-item checklist and triple-expert structure ensures responsible AI compliant with global regulations.
Causal Inference x AI for True Impact
Causal inference estimates outcomes without AI. DAGs quantify true ROI. XAI resolves black-box issues for executive persuasion.
Results
AI strategy for financial institution: 3 projects in production in 6 months. 40% efficiency improvement maintaining compliance.
Case Studies
Challenge
Executive pressure for AI results, security concerns kept projects in PoC.
Solution
ISO/IEC 42001 governance framework with risk assessment and phased production migration.
Result
3 projects in production in 6 months, 40% efficiency gain
Challenge
AI medical imaging: unclear explainability and bias strategies. Regulatory challenges.
Solution
Implemented XAI and bias verification. Medical device approval support.
Result
Medical device approval, 92% diagnostic accuracy
Challenge
Defect detection improvement needed but no AI talent. Vendor-dependent.
Solution
Image recognition AI with parallel talent development. Progressive internalization.
Result
95% defect detection, 5 AI professionals, internalization success
Challenge
Generative AI integration: data privacy and cost challenges.
Solution
Private LLM environment. Cost optimization and monitoring.
Result
Safe deployment, 60% cost reduction, 30% satisfaction improvement
Data & AI Security Risk AssessmentData & AI Security Risk Assessment
As AI adoption accelerates, new security risks emerge: data privacy breaches, model attacks, bias. Our ISO/IEC 42001 AI-GOVERNANCE (13 stages) and 150-item checklist comprehensively evaluate risks for secure AI environments.
Are you facing challenges like these?
- ✓"Need systematic 150-item AI security check to identify critical risks"
- ✓"Cannot quantify generative AI data leakage, model poisoning, adversarial attack risks"
- ✓"Auditors flagged ISO 42001, EU AI Act, GDPR non-compliance"
- ✓"Lack differential privacy, federated learning implementation expertise"
Solutions from Storyteller AI
AI-GOVERNANCE (13 stages) from risk evaluation to certification. Triple-expert structure delivers defense-in-depth through integrated technical and organizational measures.
AI-GOVERNANCE 150-Item Assessment
ISO/IEC 42001 150-item checklist evaluates data leakage, model poisoning, adversarial attacks, bias, explainability, privacy. Risk registers, critical risk identification, prioritized roadmaps, continuous monitoring.
Triple-Expert Structure
AI technology x ISO standards x organizational change experts. Building governance compliant with GDPR, EU AI Act, and global data protection.
Privacy-Preserving Technology
Differential privacy, federated learning, homomorphic encryption, secure computation. MLSecOps for end-to-end security. XAI for auditor accountability.
TEE Cryptographic Infrastructure x AI Deception Resistance
TEE Confidential Computing on Google Cloud for zero-trust architecture. Next-gen data clean rooms for confidential cross-company AI. FHE prevents AI deception for top-secret data collaboration.
Results
AI security assessment at major financial institution. 150-item evaluation identified 12 critical risks, countermeasures in 3 months. Zero audit findings.
Case Studies
Challenge
Cannot systematically evaluate AI security risks. Audit findings received.
Solution
150-item AI security evaluation. 12 critical risks identified with prioritized countermeasures.
Result
3-month remediation, zero audit findings, governance established
Challenge
Medical data AI systems insufficiently GDPR-compliant. Blocking global expansion.
Solution
DPIA with differential privacy and federated learning.
Result
Full GDPR compliance, European market entry, zero privacy breaches
Challenge
Autonomous driving AI bias and fairness concerns. Litigation risk.
Solution
AI bias verification framework with fairness testing and continuous monitoring.
Result
80% bias risk reduction, fairness achieved, litigation risk mitigated
Challenge
AI ad delivery generating discriminatory content. Brand safety risk.
Solution
Content filtering and human-in-the-loop approval with model monitoring.
Result
95% inappropriate content reduction, brand safety secured