StarsDubai‑based AI execution for UAE & GCC

Anti‑hype AI consulting — strategy, delivery, and measurable outcomes

We turn AI into working systems: clear use cases, fast pilots, and production delivery with governance.

Serving Dubai, UAE and the wider GCC/MENA. Senior leadership, enterprise‑ready delivery, security‑first.

Outcome-first roadmap and an audit you can execute
Pilots that ship fast, with governance and risk controls
Senior, Dubai‑based delivery leadership — hands-on, accountable
Jacek Trefon - Digital and IT Consultant

Jacek Trefon

AI Transformation Specialist, Technology Leader, Strategic Advisor

MBA in Global Leadership
AI Implementation Expert
Strategic Technology Leader
Published Author
Introduction
I help teams turn AI into working systems—without hype. That starts with a feasibility audit (use cases, data, risk, and ROI), then fast pilots, and production delivery with governance, security, and measurable outcomes.

Case Studies

Real results for real challenges

Launching a Prominent Digital Bank in the UAE
RegionUnited Arab Emirates
IndustryFintech / Banking
OutcomeSuccessful In-House Development and Official Bank Launch
Case 01 / 10

Launching a Prominent Digital Bank in the UAE

Led the transformation of a UAE-based digital bank owned by a prominent consortium. Oversaw key departments including current accounts, savings accounts, lending, and treasury. Successfully transitioned the project from an external provider to in-house teams, enhancing operational efficiency and control. Under this leadership, the in-house teams obtained the necessary regulatory licenses, culminating in the official launch of the bank. The institution has since become a widely recognized name in the region's fintech sector, marking a significant achievement in digital banking.

Fintech / Banking
AI
Fintech
Launching a Regulated Crypto Exchange
RegionUnited Arab Emirates
IndustryCryptocurrency
OutcomeSuccessful Regulatory Approval and Launch
Case 02 / 10

Launching a Regulated Crypto Exchange

Addressed technical oversight issues hindering regulatory compliance for a crypto exchange. Completed system integrations and resolved obstacles, leading to the acquisition of necessary regulatory licenses and successful commencement of trading within the same year.

Cryptocurrency
Regulatory Compliance
Integration
Implementing an Advanced Predictive Analytics System Using LSTM
RegionUnited Arab Emirates
IndustryArtificial Intelligence / Machine Learning
OutcomeHigh-Accuracy Predictions in Unpredictable Environments
Case 03 / 10

Implementing an Advanced Predictive Analytics System Using LSTM

Developed a predictive analytics system for a Dubai-based startup, utilizing Long Short-Term Memory (LSTM) neural networks to analyze unpredictable data and forecast future values. The solution delivers high-accuracy predictions in environments where traditional models fall short. Designed to be adaptable across various industries that require precise forecasting amidst unpredictability, this innovative service empowers businesses to make informed decisions and optimize their strategies.

Artificial Intelligence / Machine Learning
Analytics
AI
Developing a High-Performance Blockchain for Loyalty Programs
RegionUnited States of America
IndustryBlockchain Technology
OutcomeInnovative Blockchain Solution Sold to E-Gaming Company
Case 04 / 10

Developing a High-Performance Blockchain for Loyalty Programs

Developed a custom blockchain from the ground up, designed to be fast and cost-effective for issuing, collecting, and redeeming crypto tokens in loyalty and rewards programs. The fully functional, secure, and high-performing technology provided an efficient platform for managing digital assets. Rather than advancing the business side of the loyalty application, the technology was successfully sold to a New York City-based e-gaming company. This allowed them to enhance in-game purchases, offering a seamless and efficient transaction experience for users.

Blockchain Technology
Blockchain
AI
Optimizing Logistics for the US Navy
RegionUnited States of America
IndustryGovernment
OutcomeImproved Shipping Efficiency
Case 05 / 10

Optimizing Logistics for the US Navy

Led the creation of an advanced analytics dashboard analyzing traffic patterns, congestion, and expenditures for the US Navy. The solution improved last-mile delivery through base locker systems, significantly enhancing logistics efficiency and reducing costs across naval operations.

Government
Analytics
Dashboard
Developing a Blockchain-Integrated E-Sports Tournament Platform
RegionUnited States of America
IndustryE-Sports / Gaming / Blockchain Technology
OutcomeSuccessful Launch of an Innovative E-Sports App with NFT Collectibles
Case 06 / 10

Developing a Blockchain-Integrated E-Sports Tournament Platform

Served as fractional CTO for a New York City-based e-sports company developing a mobile application that facilitated e-sports tournaments. The platform uniquely blended blockchain technology and NFTs to offer collectibles and trophies, enhancing user engagement and creating new revenue streams. Provided strategic technical leadership and oversaw the development process, ensuring seamless integration of blockchain features. The innovative app significantly boosted user participation, positioning the company at the forefront of the e-sports and blockchain convergence.

E-Sports / Gaming / Blockchain Technology
Blockchain
AI
Building a SaaS Success Story in Sweden
RegionSweden
IndustryLogistics
OutcomeSuccessful Product Launch and Expansion
Case 07 / 10

Building a SaaS Success Story in Sweden

Initiated and developed a minimum viable product (MVP) for a SaaS-based solution in the inbound shipping sector. Built and led an engineering team that continued the product's development. The company's performance improved markedly, leading to growth and expansion in a competitive market.

Logistics
SaaS
MVP
Reviving a Major Project for a Global Streaming Company
RegionUnited States of America
IndustryMedia & Entertainment
OutcomeRestored Client Relationship and Boosted Revenue
Case 08 / 10

Reviving a Major Project for a Global Streaming Company

Led efforts to rebuild a deteriorating client relationship with one of the world's largest video streaming companies. Successfully steered the project back on track, resulting in it contributing to 80% of the company's overall revenue. Demonstrated the importance of effective project leadership and client management.

Media & Entertainment
Leadership
Digital Strategy
Streamlining European Operations
RegionUnited States / Europe
IndustryProfessional services
OutcomeIncreased Efficiency and Reduced Costs
Case 09 / 10

Streamlining European Operations

Established a centralized service center in Europe, consolidating operations across EU branches. This strategic move enhanced efficiency, improved expertise sharing, and significantly lowered costs and delivery times for client solutions.

Professional services
Efficiency
Solution
Enhancing Efficiency for a Dubai Real Estate Agency
RegionUnited Arab Emirates
IndustryReal Estate
Outcome15% Increase in Operational Efficiency
Case 10 / 10

Enhancing Efficiency for a Dubai Real Estate Agency

Developed a bespoke CRM system tailored to the specific needs of real estate agents. The solution enhanced data transparency, streamlined follow-ups, and provided insightful reports and statistics. This led to reduced client dropouts and directly contributed to significant revenue growth.

Real Estate
CRM
AI
About me

Senior AI Execution Partner

With 25+ years in technology leadership, I help organizations move from “AI ideas” to shipped systems. That means clear problem framing, delivery discipline, security and governance, and accountable execution—from audit to pilot to production.

Anti-hype AI execution with an uncompromising focus on business results

Schedule Your AI Strategy Session

Elevate Your Business with AI-Powered Solutions

Choose your preferred consultation format:

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In-Person AI Strategy Session

Explore how AI can transform your operations with a face-to-face consultation. We'll analyze your specific business challenges and identify high-impact AI implementation opportunities.

Location: Dubai Media City

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Virtual AI Assessment

Connect from anywhere for a comprehensive evaluation of your AI readiness and automation potential. I'll help you identify quick wins and develop a strategic roadmap for AI integration.

Platform: WhatsApp

Prefer a different approach? Fill out our contact form and we'll get back to you promptly.

AI execution that delivers measurable outcomes, not demos.

Jacek Trefon

I’ve helped teams reduce operational costs through delivery-first AI implementation. My approach is hands-on and practical: validate feasibility, ship a pilot fast, and harden it into a secure production system your team can run.

Insights

Practical guidance for shipping AI safely and successfully

Next Article
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How to Measure ROI on Digital Transformation: Beyond the Usual KPIs

Explore how to measure the ROI of digital transformation beyond traditional KPIs like revenue and cost savings. Learn about metrics that capture agility, innovation, customer experience, sustainability, scalability, and employee engagement to understand the full impact of digital transformation on your business.

Jacek Trefon

Jacek Trefon

Consultant, Author, and Doctoral Researcher

Frequently asked questions

I provide personalized consulting services specializing in digital transformation, technology strategy, and leadership development. With over 25 years of experience across all facets of technology and leadership, I offer tailored solutions to help your business innovate, grow, and thrive in the digital landscape.

As a boutique consultancy, I offer a highly personalized and bespoke service. You'll work directly with me, ensuring undivided attention and customized strategies that address your unique challenges and goals. This approach allows for greater flexibility, responsiveness, and a deeper understanding of your business needs.

My experience spans various industries, including real estate, government, logistics, professional services, cryptocurrency, and media & entertainment. I've successfully delivered projects across these sectors, leveraging my versatile expertise to address specific industry challenges.

I begin by thoroughly understanding your vision, goals, and challenges through an in-depth consultation. Together, we'll develop a customized strategy aligned with your objectives. My approach is collaborative and transparent, ensuring you're involved and informed at every stage of the process.

Yes, I have full-stack development experience across most mainstream languages and frameworks. This extensive technical expertise enables me to handle challenges across various technology stacks, ensuring that solutions are not limited by platform constraints.

I offer both short-term and long-term consulting services, depending on your needs. Whether you're seeking guidance on a specific project or looking for ongoing strategic support, I can tailor an engagement that suits your timeline and objectives.

The initial consultation is an opportunity for us to discuss your business, challenges, and goals. I'll provide insights into how my personalized consulting services can empower you to achieve your objectives. This session is designed to be informative and value-driven, giving you a clear understanding of the potential benefits of working together.

I prioritize understanding your unique needs and objectives. By working closely with you, I ensure that all strategies and solutions are customized to align with your vision and deliver tangible results that support your business growth.

With over 15 years of leadership experience, I've built and led multiple teams, founded and co-founded startups, and managed projects from inception to success. My expertise includes guiding teams through complex challenges, fostering innovation, and delivering results that exceed expectations.

Let's Connect

Request the Audit

Clarify feasibility: use case, constraints, and what can realistically ship
Define measurable outcomes, timeline, and governance (security, access, compliance)
Leave with a clear next step: feasibility audit, pilot plan, or production delivery path

How It Works:

  1. Submit context: goal, constraints, and desired outcomes
  2. I'll reply within 24 hours to confirm fit and next step
  3. We'll scope a feasibility-first plan with success metrics

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Describe your challenges, goals, or what you need help with.

By submitting this form, you're requesting an audit-first next step. I'll review your notes and reply with a clear recommendation. All information is kept confidential.

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