Insight to Impact

I support companies through digital changes with clear, practical solutions.

"Insight to Impact" is a transformative program that turns complex data into clear strategies and measurable results. We help you uncover opportunities, build your team’s skills, and implement solutions that create visible impact - fast, focused, and without overwhelming your resources.

YOURE IN THE RIGHT PLACE IF

  • You’re sitting on mountains of data – from customer feedback to supply chain figures, but no one’s quite sure how to turn it into meaningful action.

  • Marketing and sales feel more like guesswork than data-driven strategy.

  • Your teams are motivated but lack the time, tools, or confidence to apply data science or AI on their own.

  • You’ve tried consultants or quick-fix tools, but results don’t scale, projects stall, and resources stay scattered.

  • Competitors are already using AI to boost efficiency and uncover insights, while your manual work piles up.

  • You know change is needed, but you don’t want to burn out your team in the process.

YOURE IN THE RIGHT PLACE IF

  • You’re sitting on mountains of data – from customer feedback to supply chain figures, but no one’s quite sure how to turn it into meaningful action.

  • Marketing and sales feel more like guesswork than data-driven strategy.

  • Your teams are motivated but lack the time, tools, or confidence to apply data science or AI on their own.

  • You’ve tried consultants or quick-fix tools, but results don’t scale, projects stall, and resources stay scattered.

  • Competitors are already using AI to boost efficiency and uncover insights, while your manual work piles up.

  • You know change is needed, but you don’t want to burn out your team in the process.

YOURE IN THE RIGHT PLACE IF

  • You’re sitting on mountains of data – from customer feedback to supply chain figures, but no one’s quite sure how to turn it into meaningful action.

  • Marketing and sales feel more like guesswork than data-driven strategy.

  • Your teams are motivated but lack the time, tools, or confidence to apply data science or AI on their own.

  • You’ve tried consultants or quick-fix tools, but results don’t scale, projects stall, and resources stay scattered.

  • Competitors are already using AI to boost efficiency and uncover insights, while your manual work piles up.

  • You know change is needed, but you don’t want to burn out your team in the process.

How I work

Beyond Growing Pains

Most clients come to me when things feel a bit off. Not broken - just slower, messier, harder than they used to be.

The business has grown, but how you work hasn’t quite kept up. People wear too many hats. Decisions take longer. Energy goes into the wrong things.

I help you step back, spot what’s getting in the way, and build a setup that fits how you work now.

Got questions?

Chiao-Ya is here to help - just book a call

How I work

Beyond Growing Pains

Most clients come to me when things feel a bit off. Not broken - just slower, messier, harder than they used to be.

The business has grown, but how you work hasn’t quite kept up. People wear too many hats. Decisions take longer. Energy goes into the wrong things.

I help you step back, spot what’s getting in the way, and build a setup that fits how you work now.

Got questions?

Chiao-Ya is here to help - just book a call

How I work

Beyond Growing Pains

Most clients come to me when things feel a bit off. Not broken - just slower, messier, harder than they used to be.

The business has grown, but how you work hasn’t quite kept up. People wear too many hats. Decisions take longer. Energy goes into the wrong things.

I help you step back, spot what’s getting in the way, and build a setup that fits how you work now.

Got questions?

Chiao-Ya is here to help - just book a call

IMAGINE IF

  • Your team knows exactly which sales and marketing activities work and why, so every action is targeted and strategic.

  • You have clear insights into where to cut costs, where to invest, and where new opportunities are emerging long before competitors notice them.

  • Employees feel confident using modern tools like generative AI, machine learning, and predictive analytics by applying them with clarity and purpose.

  • Repetitive, manual tasks are automated, freeing up time for creative and high-value work.

  • Budgets are spent efficiently, projects stay on track, and you follow a clear, reliable roadmap instead of constantly switching tools or partners.

  • Your digital transformation empowers people rather than overwhelming them to building stronger customer trust, increasing revenue, and making impact visible.

  • You have a strategic partner by your side who keeps the process moving and ensures the full potential of your data is unlocked.

IMAGINE IF

  • Your team knows exactly which sales and marketing activities work and why, so every action is targeted and strategic.

  • You have clear insights into where to cut costs, where to invest, and where new opportunities are emerging long before competitors notice them.

  • Employees feel confident using modern tools like generative AI, machine learning, and predictive analytics by applying them with clarity and purpose.

  • Repetitive, manual tasks are automated, freeing up time for creative and high-value work.

  • Budgets are spent efficiently, projects stay on track, and you follow a clear, reliable roadmap instead of constantly switching tools or partners.

  • Your digital transformation empowers people rather than overwhelming them to building stronger customer trust, increasing revenue, and making impact visible.

  • You have a strategic partner by your side who keeps the process moving and ensures the full potential of your data is unlocked.

IMAGINE IF

  • Your team knows exactly which sales and marketing activities work and why, so every action is targeted and strategic.

  • You have clear insights into where to cut costs, where to invest, and where new opportunities are emerging long before competitors notice them.

  • Employees feel confident using modern tools like generative AI, machine learning, and predictive analytics by applying them with clarity and purpose.

  • Repetitive, manual tasks are automated, freeing up time for creative and high-value work.

  • Budgets are spent efficiently, projects stay on track, and you follow a clear, reliable roadmap instead of constantly switching tools or partners.

  • Your digital transformation empowers people rather than overwhelming them to building stronger customer trust, increasing revenue, and making impact visible.

  • You have a strategic partner by your side who keeps the process moving and ensures the full potential of your data is unlocked.

Your Success Roadmap of the Insigt to Imact Program

A comprehensive 16-week program delivered in 4 sprints.

Sprint 1: Data & AI Diagnosis

Sprint 1: Data & AI Diagnosis

Sprint 1: Data & AI Diagnosis


  • Stakeholder interviews across business, product, tech, and leadership

  • Audit workshop of current data landscape: tech stack, architecture, workflows, team setup

  • Evaluation of AI maturity, data quality, pain points, and decision-making bottlenecks

  • Analysis of strategic blockers and missed opportunities for automation or insight

  • Deliverable: Discovery Summary + Maturity & Opportunity Map

Sprint 2: Strategy Definition

Sprint 2: Strategy Definition

Sprint 2: Strategy Definition


  • Definition of realistic AI and data goals aligned with business value

  • Clarification of key use cases and areas for strategic impact

  • Workshop on prioritization framework: build, improve, automate, or stop

  • Success metrics tailored to your context—not just technical KPIs

  • Deliverable: AI & Data Strategy Brief + Priority Roadmap


  • Definition of realistic AI and data goals aligned with business value

  • Clarification of key use cases and areas for strategic impact

  • Workshop on prioritization framework: build, improve, automate, or stop

  • Success metrics tailored to your context not just technical KPIs

  • Deliverable: AI & Data Strategy Brief + Priority Roadmap

Sprint 3: Enablement & System Design

Sprint 3: Enablement & System Design

Sprint 3: Enablement & System Design


  • Identification of key skill gaps and learning needs across teams

  • Design of tailored workshops (e.g. LLMs, prompt engineering, ML foundations, Python, SQL)

  • Integration plan for AI tools, data workflows, and collaboration systems

  • Definition of governance, documentation, and long-term capability building

  • Deliverable: Enablement Blueprint + Workshop Curriculum + System Recommendations

Sprint 4: Activation & Acceleration

Sprint 4: Activation & Acceleration

Sprint 4: Activation & Acceleration


  • Roadmap for 3–6 months of implementation, training, and iteration

  • Materials for internal alignment and leadership buy-in

  • Onboarding workshop of on-demand tech experts (e.g. AI prototyping, automation, infrastructure)

  • Optional: coaching support for decision-makers, leads, or change agents

  • Deliverable: Activation Plan + Stakeholder Pack + Expert Deployment Plan


  • Roadmap for three to six months of implementation, training, and iteration

  • Materials for internal alignment and leadership buy-in

  • Onboarding workshop of on-demand tech experts (e.g. AI prototyping, automation, infrastructure)

  • Optional: coaching support for decision-makers, leads, or change agents

  • Deliverable: Activation Plan + Stakeholder Pack + Expert Deployment Plan

Your Investment

Each sprint (4 weeks) includes:

🚀 4 Sprint Planning Session (1h) to set focus + priorities

🎯 2 Data and AI workshop (3h) with your key stakeholders

👥 1 Mid-Sprint Feedback Check-in to course-correct

1 Sprint Demo or Strategy Share-Out to present key outcomes and get buy-in

1 Sprint incl. 160 working hours for € 16,000
2 Sprint for € 30,000
4 Sprint for € 56,000
(Prices excludes VAT 19%)

What I offer

Data & AI Strategy

Whether you’re launching something new, scaling fast, or stuck in the middle - I’ll help you define what matters, what’s next, and how to get there.

Data & AI Strategy

Whether you’re launching something new, scaling fast, or stuck in the middle - I’ll help you define what matters, what’s next, and how to get there.

Data & AI Strategy

Whether you’re launching something new, scaling fast, or stuck in the middle - I’ll help you define what matters, what’s next, and how to get there.

Data & AI Education Workshops

I identify inefficiencies in your workflows and design AI-powered automations that streamline operations tailored to your real-world processes, not generic templates.

Data & AI Education Workshops

I identify inefficiencies in your workflows and design AI-powered automations that streamline operations tailored to your real-world processes, not generic templates.

Data & AI Education Workshops

I identify inefficiencies in your workflows and design AI-powered automations that streamline operations tailored to your real-world processes, not generic templates.

On-Demand Tech Experts

Not every challenge needs a full consultancy. Sometimes you just need one sharp, experienced person to help you move forward.

On-Demand Tech Experts

Not every challenge needs a full consultancy. Sometimes you just need one sharp, experienced person to help you move forward.

On-Demand Tech Experts

Not every challenge needs a full consultancy. Sometimes you just need one sharp, experienced person to help you move forward.

Consulting rate: € 120 per hour / € 880 per day
(Prices excludes VAT 19%)
"Digital transformation isn’t a big, messy event. It’s a series of clear, thoughtful choices made one smart step at a time."

Dr. Chiao-Ya Chang

Data, AI & Motion

"Digital transformation isn’t a big, messy event. It’s a series of clear, thoughtful choices made one smart step at a time."

Dr. Chiao-Ya Chang

Data, AI & Motion

"Digital transformation isn’t a big, messy event. It’s a series of clear, thoughtful choices made one smart step at a time."

Dr. Chiao-Ya Chang

Data, AI & Motion