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QwihiQwihi

Proven experience in turning data into operational & commercial value

A track record in connecting business models, trusted data, compliance, AI and operating model design into practical services with measurable impact.

Ashton Lopez|Executive Consultant|Business Transformation|Data Services|AI|Operating Model Design
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Strategic positioning

Value grows when trusted information is structured into better services

Organizations that manage official, regulated or high-value information often hold more value than their current service model captures. The opportunity is not always to build something bigger. It is often to reduce friction, improve data quality, strengthen control, repackage services and create more stable revenue from assets that already exist.

This requires a combination of business model thinking, operational restructuring, pricing logic, data governance, technology understanding and practical execution.

Proof points

What the track record shows

10+ Years

Transformation and advisory experience

13+ Markets

Multi-stakeholder delivery across Europe

€23M / year

Business model revenue impact

Production AI

Enterprise implementation in a compliance-focused environment

Data Services

Turning scattered information into usable operational value

Selected engagements

Where the capabilities have been applied

Four engagements that demonstrate the combination of business model thinking, trusted data and execution.

Multi-market execution

BMW Financial Services

  • Worked across more than 13 markets with different operational needs, stakeholders and reporting requirements.
  • Supported data, reporting, compliance and AI-related work in a complex enterprise environment.
  • Helped deliver a production AI assistant used by real business users.
  • Created approximately €23M in yearly business model revenue impact.

Capability shown

Ability to align multiple stakeholder groups around one reliable data and service layer, while turning operational complexity into measurable business value.

Operational benchmarking

Cargill

  • Connected data across multiple sites and operational environments.
  • Built benchmarking views that made it easier to compare locations, performance and operational differences.
  • Helped teams move from scattered reporting to one clearer operational picture.
  • Supported better decisions by making data easier to understand, compare and act on.

Capability shown

Ability to turn fragmented information into operational clarity, standardization and better management control.

Data to insight

Intelligence Layer

  • Built intelligence layers on top of existing data instead of adding unnecessary complexity.
  • Used machine learning and AI to identify patterns, bottlenecks, opportunities and hidden value.
  • Focused on practical business use cases where insight leads to better decisions and better services.
  • Translated data into tools that support users, management and operational teams.

Capability shown

Ability to turn existing data into insight, validation, alerts, decision support and new service value.

Control and governance

Trusted Platforms & Regulated Environments

  • Worked in environments where trust, control, compliance and auditability matter.
  • Helped structure solutions around roles, processes, data access, governance and execution.
  • Connected business needs with technology teams so ideas could move from strategy into usable services.
  • Used to working with constraints, legacy processes, budget awareness and step-by-step improvement.

Capability shown

Ability to build practical improvement paths in environments where reliability, governance, accountability and cost control matter.

Capability set

Core value levers brought into complex environments

These work together. Strongest results come when more than one lever is activated in parallel.

Revenue Model Design

Repackage low-value transactions into clearer service tiers, subscriptions, professional access and institutional service models.

Cost-to-Serve Reduction

Simplify processes, reduce manual handling, review infrastructure choices and improve delivery efficiency.

Trusted Data Services

Turn official or operational data into validated documents, dashboards, monitoring, API-ready services and better decision support.

Governance & Control

Structure roles, access, auditability, compliance logic, data ownership and management visibility.

Execution Roadmap

Move from strategy to phased implementation with quick wins, controlled investment and measurable outcomes.

QwihiQwihi

The strongest opportunities do not always require a larger platform. They require a better model for turning trusted information, services and operations into measurable value.

business model valuecost-to-servetrusted dataservice packagingcomplianceoperating modelstakeholder alignmentrevenue growth
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