AI is moving into finance.
From operations and customer service to risk, fraud and increasingly autonomous systems.
AI · FINANCE · SECURITY · AI FINOPS
The future of money is being rewritten. Understand what changes and how to secure your money.
AI is changing how financial services operate, how decisions are made and how money moves. At the same time, digital financial infrastructure is creating new costs, dependencies and security risks.
Taurus Strategy is an independent research and advisory practice at artificial intelligence, finance and security. We help people to protect their money and investments. We help fintechs, financial institutions and technology companies understand how to build secure and resilient systems.
Book a Discovery Call ↓ Explore what we work on
The financial landscape is changing.
AI costs are becoming material.
Tokens, models, agents and infrastructure can scale faster than the value they create.
Money is becoming more digital.
Stablecoins, tokenisation, digital assets and new payment rails are changing financial infrastructure.
The attack surface is changing.
AI agents, digital identity and programmable financial systems introduce new security questions.
The problem isn't access to technology.
It's knowing what matters.
You do not need another list of AI tools or predictions about the future.
You need to know which changes affect your business model, costs,
infrastructure and risk and what to do about them.
Meet the Founder — Katarzyna Brzozowska
I work where technology, finance and security meet.
And I built Taurus Strategy around that.
My background is in engineering, cloud and cybersecurity. Today, my work focuses on artificial intelligence: how organisations adopt it, secure it, govern it and understand its economics.
At the same time, I am z long-term investor and study Investment Banking at SGH Warsaw School of Economics and research how AI, blockchain, tokenisation and digital money are changing banking, investing and financial infrastructure.
Taurus Strategy brings these worlds together: deep technology, security and finance.
I focus on questions that increasingly sit between traditional
organisational boundaries:
→ Where does AI create measurable value in financial services?
→ How do we control and optimise the growing cost of AI?
→ What happens when AI agents can initiate or influence financial actions?
→ How should digital money and emerging financial infrastructure be secured?
My work is about understanding those connections and translating them into practical business decisions.
The future cannot be predicted perfectly.
But it can be understood early enough to prepare for it.
Taurus Strategy combines independent research with strategic and technical advisory.
I help organisations separate structural change from hype, understand the economics and risks behind new technology, and decide what deserves investment, experimentation or stronger controls.
The focus is not on predicting every trend. It is on making better decisions before the implications become obvious.
How I can help.
Future of Finance
Research and strategic advisory on digital money, tokenisation, blockchain, stablecoins, CBDCs, AI in finance and the infrastructure reshaping financial services.
AI Strategy & Transformation
Assess where AI creates real business value, how it changes operating models and which use cases, architectures and governance approaches deserve investment.
AI FinOps & Cost Optimization
Understand and control the economics of AI: model and infrastructure costs, token usage, budgets, chargeback and showback, optimisation, observability and cost-aware architecture.
Security of AI & Digital Money
Assess emerging risks across AI agents, financial systems, digital identity, payments and digital assets and design security controls around how these systems actually operate.
Why Taurus Strategy
Technology doesn't change finance in isolation. Everything around it changes too.
AI changes economics, operating models and decision-making. Digital money changes financial infrastructure. New systems create new attack surfaces, dependencies and regulatory questions.
Looking at only one part of that system makes it easy to miss what is actually happening.
Taurus Strategy looks across AI, finance, security and economics to understand how those forces interact.
That means asking practical questions: - What will AI cost at scale? - Where does automation create new risk? - How could new forms of digital money change products and infrastructure? - Which changes matter now, and which can wait?
That is why Taurus Strategy connects disciplines that are often treated separately: artificial intelligence, AI economics, cybersecurity, financial technology, digital money and the future of financial infrastructure.
Make better decisions before the future becomes obvious.
Research the change. Understand the economics. Secure what matters.
The Taurus Approach
-
01
Understand
Understand what is actually changing across AI, finance, security, regulation and the technologies relevant to your organisation.
-
02
Filter
Separate structural change and measurable business value from hype, noise and short-lived technology trends.
-
03
Assess
Assess the implications for your products, operating model, AI costs, infrastructure, customers, security and risk.
-
04
Decide
Translate research and technical analysis into strategic options, priorities, controls and informed investment decisions.
-
05
Prepare
Build scenarios and practical actions for the technological and financial changes worth preparing for now.
Research, analysis & resources on AI, finance and security.
Understand the change.
Before it becomes obvious.
Explore research, analysis and practical resources on artificial intelligence, AI economics, digital money, financial technology, cybersecurity and the future of financial infrastructure.
The Compass
Signals worth understanding.
The Compass
Independent observations on AI, finance, security, digital money and the technologies changing how businesses operate and money moves.
Join The Compass →Taurus Library
Research worth keeping.
The Taurus Library
A growing collection of research, reports, frameworks and practical guides covering AI, AI FinOps, future of finance, digital money, cybersecurity and emerging financial technology.
Explore the library →Strategic Advisory
Understand what comes next.
Work With Me
Explore advisory and research engagements across AI strategy, AI FinOps, future of finance and the security of AI-driven and digital financial systems.
Discover how we can work together →Videos & Talks
Research in conversation.
Videos & Talks
Keynotes, panels, interviews and educational videos on AI in finance, digital money, AI economics, cybersecurity and the future of financial systems.
Coming SoonLet's Talk
Working on AI or the future of finance?
Let's talk about the problem you are solving.
If your organisation is adopting AI, trying to control AI costs, building financial technology, exploring digital money or assessing new security risks, I would be interested to hear what you are working on.
Book a complimentary 20-minute Discovery Call. Tell me about the challenge, and we will see whether Taurus Strategy's research or advisory work is a useful fit.
Book Your Free Discovery Call
Taurus Strategy provides research, technology and strategic advisory. We do not provide investment advice, investment recommendations, portfolio management or other regulated financial advisory services.