Trust Is Built Through Collaboration: Etlia’s NPS Now 88

What Is NPS and Why Does It Matter to Us?

NPS, or Net Promoter Score, is an internationally recognized metric that measures how likely customers are to recommend a company to others.

This year, our NPS score is 88, reflecting the strong trust our customers place in us and showing that our collaborative way of working is also visible in the customer experience. It’s an excellent improvement from last year’s good result, 81, and above all, it tells us that our customers find working with us valuable and smooth. We want to thank our customers for their partnership and valuable feedback.

NPS is based on a simple question:

How likely are you to recommend Etlia to a colleague or business partner on a scale of 0–10?
(1 = not at all likely, 10 = extremely likely)

Based on their responses, customers are divided into three groups:

  • Promoters (9–10): customers who are likely to recommend us to others
  • Passives (7–8): satisfied, but not actively recommending
  • Detractors (0–6): customers who would not recommend us

The final NPS score is calculated by subtracting the percentage of detractors from the percentage of promoters. The average NPS for IT companies in the Nordics is 38.8 (Trustmary, 2024) — making Etlia’s 88 an exceptional result by industry standards.

How We Measured Customer Satisfaction This Year

We sent the NPS survey to all customers we have worked with during the current year. The survey was open for a set period, and from the beginning, we clearly communicated the closing date.

At Etlia, transparency in how we measure and communicate our NPS results is important — trust is built not only on what we deliver, but also on how we act. The survey was confidential, allowing customers to give feedback openly.

Here are a few examples of the feedback we received in open comments:

“Extremely professional people and very pleasant to work with.” 
“Thank you for co-operation!” 

“Collaboration has been smooth and transparent all the time.” 

Continuous Improvement and Shared Practices Behind the NPS Result

 One of the key factors behind our improved NPS is our internal Common Ways of Working knowledge base, which helps us continuously learn and improve together.

Common Ways of Working is an internal document of best practices that we have been developing and maintaining together for several years. It collects practical insights, effective work methods, and project learnings that we want to share within the team.

In practice, we review the document together every other week during internal meetings. During these sessions, we decide who will next take responsibility for reviewing and developing specific sections. Each consultant is also periodically encouraged to add new observations, suggestions, or comments to existing entries.

The goal is not only to document knowledge but to build a shared understanding of what truly works. By openly sharing our learnings, we continuously improve both our ways of working and our customer experience.

And ultimately, this great NPS result belongs to all of us. It’s a shared success that reflects every Etlian’s commitment to doing things well and putting the customer’s interests first.
Our gratitude goes to both our customers and our team — together, we turn data into truly business-enabling solutions.

Looking Ahead 

We are grateful to every customer who took the time to answer our survey. The feedback we receive means more to us than just a number — it’s a direction that helps us reflect on our work: where we’ve succeeded and where we can continue to grow.

Although an NPS of 88 is an achievement we’re proud of, it’s not the finish line. It’s an important motivator for us to continue with the same curiosity and drive for improvement that have helped us build long-term, trusted customer relationships.

Snowflake World Tour 2025 – What’s New in the World of Data, AI and Applications 

The Snowflake World Tour 2025 took place this year on October 14th in Stockholm, once again at the 3 Arena. The event gathered over 1,500 participants and featured 33 sessions, 57 speakers, and 11 business areas. With a wide variety of sessions covering data, artificial intelligence and application development, every attendee was able to build their own agenda for the day — including me.

The day was complemented by numerous partner stands, offering opportunities to explore new technological solutions and exchange ideas with familiar partners. It also provided an excellent chance to network and share thoughts with other participants.

Snowflake World Tour 2025 Keynote Sessions 

The keynote sessions provided a comprehensive overview of how Snowflake sees the interplay of data, AI and applications transforming business. The presentations emphasized that the role of data in business is no longer limited to reporting — it’s becoming a true driver of growth. The synergy between AI, applications and analytics determines who leads the way.

The keynotes also showcased how Snowflake supports the entire data lifecycle — from collection to analytics and applications — in a seamless, scalable, and secure way.

Several global enterprises shared how they leverage Snowflake in their operations:

  • Siemens highlighted ease of use and the simplification of data utilization across hundreds of teams to accelerate innovation globally. 
  • Fiserv / PayPal emphasized enabling secure and real-time data collaboration across the global payments ecosystem. 
  • AstraZeneca discussed secure and controlled data sharing for global research. 

A few notable announcements were also made in Stockholm, such as:

  • Snowflake will be available in AWS European Sovereign Cloud
  • Snowflake is now live in Microsoft Azure’s Sweden Central Region
  • Snowpark Connect for Apache Spark allows Spark code execution directly in the Snowflake warehouse. 

Diverse Sessions on Data, AI and Application Development 

Throughout the day, there were multiple presentations and talks across various domains, including:

  • Technical hands-on sessions
  • Customer and partner solution showcases
  • Deep dives into Snowflake’s capabilities
  • Panel discussions on data-related topics

Although AI and its possibilities were on everyone’s lips, it was great to see several sessions focusing on the practical requirements for leveraging AI effectively.

Below are some highlights from the sessions I personally attended:

Snowflake OpenFlow and AI SQL: Practical Possibilities for 2025

Snowflake OpenFlow – Data Integration Made Simple 

This session showcased OpenFlow’s capabilities for data integrations. The vision behind OpenFlow is to enable loading data from all sources to all destinations.

Key takeaways from Snowflake OpenFlow:

  • Multiple deployment options, including the ability to run loads in your own cloud. 
  • Extensive pre-built connectors, with the ability to define custom ones. 
  • Easy to manage and secure, featuring advanced authentication and access control. 
  • Enables Snowpipe Streaming for near real-time data streaming. 
  • Real-time pipeline monitoring and alerts. 

AI Features for Data Utilization 

This session introduced Snowflake’s AI capabilities that help organizations get more out of their data. It also highlighted partner-provided services that can easily be integrated.

Key takeaways from Snowflake AI features:

  • Cortex Search enables fast, AI-powered text search using a hybrid keyword + vector search model, including automatic indexing and natural language queries for RAG applications. 
  • AI SQL allows natural language queries, automatic code completions, and ML model usage directly within SQL. 
  • Semantic Views enable modeling of business concepts — metrics, dimensions, and facts — directly within the database’s logical layer. 
  • Cortex Analyst lets users query structured data in natural language without writing SQL. 
  • Snowflake Intelligence combines these into an agent-driven AI system for interacting with structured and unstructured data, delivering instant answers, visualizations, and actionable insights. 

Data Management and Optimization at Snowflake World Tour 2025

Data Security and the Use of Sensitive Information in Snowflake

This session explored Snowflake’s capabilities for building sustainable solutions from a data sensitivity and security perspective — ensuring correct handling of data while enabling business value.

Key takeaways:

  • Simple methods like omitting or aggregating data to necessary levels. 
  • Restricting access via Private Listings in the Snowflake Marketplace. 
  • Sharing only selected data through Secure Views or UDFs. 
  • Protecting personal data with Dynamic Masking, or using Projection Policies to combine data without exposing it. 
  • Multi-party analysis using Data Clean Room, enabling joint data analysis without exposing raw data. 

Optimizing Snowflake Usage and Costs

This session covered ways to monitor and optimize Snowflake usage and costs, divided into three key areas: visibility, control, and optimization.

Snowflake provides built-in solutions for all these areas:

Visibility – Understanding Costs and Performance

  • Account- and organization-level cost monitoring. 
  • Detecting anomalies that increase costs unexpectedly. 
  • Real-time and historical query performance tracking. 
  • Grouping related queries (recurring, scheduled, or multi-step) to identify bottlenecks. 

Control – Manage and Limit Consumption 

  • Setting budget limits at account, resource, and tag levels. 
  • Defining resource sizes and scaling through warehouse configuration. 
  • Using auto-suspend to automatically shut down idle warehouses. 
  • Monitoring resources through resource monitors. 
  • Adaptive warehouses that self-adjust based on task requirements. 

Optimization – Cost and Performance Efficiency 

  • Track warehouse utilization metrics to understand capacity use. 
  • Review pruning history for efficient micro-partition filtering. 
  • Query insights that automatically detect performance issues and provide recommendations. 
  • Cost insights that identify potential credit or storage savings. 

Why Snowflake World Tour 2025 Was Worth Attending

 Once again, the Snowflake World Tour proved to be a must-attend event — offering something for everyone and easily tailored to each attendee’s interests. Whether you’re a customer, partner, or considering adopting Snowflake, the event provided a comprehensive view of Snowflake and its potential. Definitely worth attending again next year.


Asko Ovaska 

Partner, Senior Consultant, Etlia Oy 

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