Intelligence-Powered Digital Transformation
Move beyond disconnected pilots to an integrated, value-driven transformation program that connects advanced analytics, data platforms and your operating model.
Data & Intelligent Systems Strategy and Operating Model
We help organizations design and implement data and intelligent systems strategies that align with business objectives and risk appetite. Our approach focuses on creating operating models that enable data- and analytics-driven decision-making at scale, with clear guardrails for safety and governance.
Data & Intelligent Systems Strategy Development
Comprehensive data and intelligent systems strategy aligned with business goals, including value theses, use case portfolio, guiding principles and strategic initiatives.
Operating Model & Governance Design
Design of data and intelligent systems governance structures, roles, responsibilities, and processes that enable safe and effective automation adoption.
Data & Intelligent Systems Architecture Advisory
Guidance on building scalable, flexible data and intelligent systems architectures that support current and future business needs, including advanced analytics and agents.
Intelligent Systems Consulting & Agent Matrix Design
We help organizations turn advanced analytics and intelligent automation into a systematic capability, rather than scattered pilots. Our Intelligent Systems consulting offering focuses on identifying high-value intelligent scenarios, designing an agent matrix, and embedding automation into day-to-day business operations.
Intelligent Scenario Discovery
- Structured discovery of intelligent automation use cases across customer, operations, supply chain and finance domains
- Scenario canvases that connect pains, decisions, data and target KPIs
- Value / feasibility scoring and a prioritized intelligent scenario portfolio
Agent Matrix & Role Design
- Definition of an “agent matrix” covering operator co-pilots, analyst assistants and customer-facing agents
- Clear responsibility, input / output and handoff design between humans and agents
- Alignment with data products, tools and existing applications
Business Enablement & Governance
- Playbooks and operating rhythms for business teams to own and evolve intelligent capabilities
- Guardrails, policies and monitoring for safe and compliant automation usage
- Impact tracking: from pilot metrics to business outcome dashboards
LeanAI: AI Transformation Consulting
LeanAI is our AI transformation consulting practice, built on the Lean AI Methodology created by our founder Kai Shi and captured in his book "Lean AI Methodology," forthcoming from Springer Nature. We help enterprises turn AI capability into business value — starting from business outcomes, not technology, and staying accountable for value delivered, not models deployed.
AI Strategy & Roadmap
- Assess AI readiness across business scenarios, data foundations and organization
- Define an AI value thesis and a prioritized use case portfolio
- Build a phased transformation roadmap tied to business KPIs
Intelligent Systems & Agent Matrix
- Design intelligent systems and agent matrices around real business workflows
- Map each agent to its tasks, required data, tools and guardrails
- Move high-value scenarios from pilot to production
Value Delivery & Measurement
- End-to-end delivery ownership, from scenario discovery to measurable outcome
- Value tracking that links AI initiatives to revenue, cost and risk
- Operating rhythms to continuously improve models, agents and adoption
LeanFDE: Building Forward Deployed Engineer Teams
LeanFDE is our Forward Deployed Engineer (FDE) practice. Forward Deployed Engineers work at the front line of the business — embedded with business teams, building with real data and real users, and accountable end to end for business outcomes. Through consulting and training, we help enterprises set up, train and run their own FDE teams.
Diagnosis & Team Design
- Assess where front-line engineering creates the most business value
- Design FDE roles, team structure and operating model
- Define how FDE teams work with business, product and data teams
Executive Alignment & Training
- Executive sessions that build a shared understanding of the FDE model
- Leadership training on sponsoring, staffing and governing FDE teams
- FDE bootcamps that train engineers in business discovery and rapid delivery
Coaching & Operating Mechanisms
- Embedded coaching and co-delivery alongside your first FDE teams
- Field playbooks for discovery, prototyping and value delivery
- Operating mechanisms — reviews, metrics and feedback loops — that keep FDE teams accountable for outcomes
Industry Solutions
We bring deep industry expertise to help organizations in key sectors unlock value from intelligent systems and data, with tailored playbooks and use case patterns.
Manufacturing
Use intelligent analytics and lean data to optimize production, maintenance, and quality management, and to reduce downtime and waste.
Transport & Logistics
Enhance route optimization, fleet management, and customer service with integrated data platforms and intelligent assistants for planners and operators.
Retail & Consumer Goods
Enhance customer experience, optimize inventory and supply chain operations, and drive omnichannel growth through intelligence-powered analytics.
Financial Services & SaaS
Apply intelligent analytics to customer onboarding, risk assessment, operations and product analytics, with strong governance and compliance controls.
Cross-Border E-Commerce & Global Sellers
Lean Value Tech helps cross-border e-commerce brands, factories going direct-to-consumer, trading companies and 3PL warehousing partners
use the Lean Data Methodology to clean up inventory, understand true profitability and run multi-marketplace operations with confidence.
Business Scope
- Inventory clarity across FBA, 3PL warehouses and in-transit stock
- Profitability and cash-flow visibility by marketplace, country, SKU and campaign
- Cross-border e-commerce business consulting and operating model design
- Data agent services for operators and finance teams (intelligent co-pilots)
- Warehouse and fulfillment analytics for cross-border shippers and brands
- Support for multi-site operations across Amazon, Shopify, TikTok Shop and regional marketplaces
Typical Data Integration Challenges
- Fragmented data across marketplaces, ERP, WMS, 3PL portals and finance systems
- Inconsistent SKUs, pricing and product hierarchies across countries and channels
- Manual spreadsheets for landed cost, margin analysis and inventory planning
- Limited visibility into slow moving, overstock and stock-out risk by warehouse
- Hard to reconcile marketing spend with sales, returns and logistics costs
What We Deliver with Lean Data
- Lean data blueprint for cross-border e-commerce from marketplaces to warehouses and finance
- Scenario-based inventory and cash-flow views to “see the whole picture” of the business
- Data models and dashboards for SKU/channel profitability and working capital optimization
- Intelligent assistants that answer operator questions in natural language (e.g. “which SKUs are overstocked in EU warehouses?”)
- Playbooks and operating rhythms for cross-border teams to act on insights every week