Blog
Notes on accounting, tax, and the systems we're building around them.
Featured
Infrastructure
The Accountant-in-the-Loop Model: Why AI Alone Can't File Tax Returns
The promise of AI in finance is automation. Remove the human, reduce the cost, increase the speed. In many areas of financial services, this promise is being delivered. Fraud de...
12 min read
Infrastructure
The Last Mile Problem in Freelancer Banking
There are roughly 60 million freelancers in Europe and over 70 million in the United States. A growing percentage of them use neobanks or digital banking platforms as their prim...
10 min read
Infrastructure
Embedded Tax Filing API for Neobanks: How It Works
Neobanks have spent the last decade digitising every part of the banking experience. Account opening takes minutes. Payments are instant. Invoicing, expense categorisation, and...
10 min read
Infrastructure
What Stripe Did for Payments, Accounting Infrastructure Will Do for Tax
In 2011, if you wanted to accept payments on your platform, you had two options: build it yourself months of engineering, PCI compliance, bank relationships, fraud detection or...
6 min read
Infrastructure
What Freelancers Actually Want From Their Banking App
There is a gap between what neobanks think freelancers want and what freelancers actually struggle with. Neobanks have invested heavily in sleek interfaces, instant notification...
Infrastructure·10 min readThe Accountant-in-the-Loop Model: Why AI Alone Can't File Tax Returns
The promise of AI in finance is automation. Remove the human, reduce the cost, increase the speed. In many areas of financial services, this promise is being delivered. Fraud de...
Infrastructure·12 min readThe Last Mile Problem in Freelancer Banking
There are roughly 60 million freelancers in Europe and over 70 million in the United States. A growing percentage of them use neobanks or digital banking platforms as their prim...
Infrastructure·10 min readEmbedded Tax Filing API for Neobanks: How It Works
Neobanks have spent the last decade digitising every part of the banking experience. Account opening takes minutes. Payments are instant. Invoicing, expense categorisation, and...
Infrastructure·10 min readWhat Stripe Did for Payments, Accounting Infrastructure Will Do for Tax
In 2011, if you wanted to accept payments on your platform, you had two options: build it yourself months of engineering, PCI compliance, bank relationships, fraud detection or...
Infrastructure·6 min readHow Multi-Jurisdiction Tax Actually Works (And Why It's So Hard to Build)
If your platform operates in one country, tax is manageable. Learn the rules, build the logic, update it once a year. Done.
Infrastructure·6 min readThe Hidden Cost of Not Offering Accounting to Your Users
Every platform that serves businesses has the same blind spot.
Infrastructure·5 min readWhat Is an Accounting MCP Server — and Why Your Platform Needs One
If you're building a platform that serves businesses, you've probably heard of MCP — the Model Context Protocol. It's the standard that lets AI agents connect to external tools...
Infrastructure·6 min readWhy Platforms Need Accounting Infrastructure, Not Accounting Software
If your platform serves businesses — freelancers, contractors, marketplace sellers, gig workers, anyone — your users need accounting. You already know this. The question is how...
Infrastructure·5 min readAI in Accounting: What's Actually Happening (Not What the Firms Tell You)
There are two stories being told about AI and accounting. The first is the one the firms tell: AI is transforming the profession, improving audit quality, enabling better adviso...
Infrastructure·10 min readWhy Are Accountants Leaving the Profession? The Real Reason 340,000 Walked Away
In 2019, the American Institute of CPAs counted roughly 1.9 million active accountants in the United States. By 2024, that number had fallen by 340,000. One in six accountants h...
Infrastructure·8 min readThe Accountant of 2030: What the Role Will Look Like
If you described the typical accountant's workday in 2015 and compared it to what the role will look like in 2030, you would barely recognise it as the same profession.
Infrastructure·4 min read
Tax & Compliance
MTD, DAC7, and the Compliance Case for Embedded Tax Filing in Fintechs
The regulatory landscape for tax compliance is shifting across every major market. Governments are moving from annual paper-based filing to real-time digital reporting. They are...
Tax & Compliance·10 min readGreen Incentives and Tax Credits for Malta Businesses in 2026
Malta has been ramping up its green incentive programmes over recent years, and 2026 is no exception. For self-employed professionals and small businesses, these incentives repr...
Tax & Compliance·5 min readThe Gig Economy and Tax in Malta: What You Need to Know
The gig economy in Malta has grown significantly in recent years. Whether you drive for a ride-sharing app, deliver food, rent out your property on a short-term basis, sell prod...
Tax & Compliance·5 min readEU Tax Harmonisation: What It Means for Malta
The European Union has been steadily pushing toward greater tax harmonisation across its member states. For Malta — a country that has built much of its economic appeal on a com...
Tax & Compliance·5 min readThe Nomad Residence Permit in Malta: Tax Rules Explained
Malta's Nomad Residence Permit NRP has become one of the most popular digital nomad visas in Europe. Offering a relatively straightforward application process, a favourable flat...
Tax & Compliance·5 min readMalta's Digital Economy: Tax Implications for 2026
Malta's digital economy has been growing steadily. From e-commerce stores and SaaS products to online consulting and content creation, more people in Malta are earning income th...
Tax & Compliance·5 min readMalta's Flat Tax Schemes: Who Qualifies and How to Apply
Malta's progressive income tax rates can reach up to 35%, but not everyone needs to pay at those rates. Several flat tax schemes exist that allow qualifying taxpayers to pay a f...
Tax & Compliance·6 min readDouble Taxation in Malta: What Self-Employed People Need to Know
If you are self-employed in Malta and work with clients abroad, you have probably wondered whether you could end up paying tax on the same income in two different countries. Thi...
Tax & Compliance·6 min readHow to Handle a Tax Audit in Malta
The words "tax audit" can make any self-employed professional uneasy. But audits are a normal part of the tax system in Malta, and being selected for one does not mean you have...
Tax & Compliance·5 min readUnderstanding Your Tax Assessment Notice in Malta
If you are self-employed in Malta, there will come a time when you receive a tax assessment notice from the Commissioner for Revenue. For many, this envelope triggers a wave of...
Tax & Compliance·5 min readRecord Keeping for the Self-Employed: What to Keep and for How Long
Record keeping is one of those tasks that nobody enjoys but everybody needs to do. If you are self-employed in Malta, you are legally required to maintain proper records of your...
Tax & Compliance·5 min readHow to Invoice Properly in Malta (VAT Compliant)
Getting your invoices right is not optional. In Malta, there are specific legal requirements for what an invoice must contain, when it must be issued, and how it should be numbe...
Tax & Compliance·5 min readReal-Time Tax Reporting: What Businesses Need to Prepare For
The days of filing VAT returns once a quarter and sorting your tax records once a year are numbered. Across the European Union, governments are moving toward real-time tax repor...
Tax & Compliance·5 min readHow Malta's Property Market Affects Your Tax Obligations
Malta's property market has been on a sustained growth trajectory. Prices have risen, transaction volumes remain strong, and demand continues across residential, commercial, and...
Tax & Compliance·5 min readReal Estate Agency Accounting: Best Practices for Malta
Real estate agents in Malta face accounting challenges that most other self-employed professionals do not. Your income is irregular, commissions can take months to materialise,...
Tax & Compliance·5 min readProperty Agents in Malta: VAT or No VAT?
VAT is one of the most misunderstood areas for real estate agents working in Malta. Some agents charge it when they do not need to. Others fail to register when they should. And...
Tax & Compliance·5 min readCommission Income Tax in Malta: How Real Estate Agents Are Taxed
If you earn your living through property commissions in Malta, understanding how that income is taxed is not a nice-to-have. It is essential. Commission-based income behaves dif...
Tax & Compliance·5 min readStarting a Real Estate Career in Malta: Your Tax Setup Guide
Breaking into real estate in Malta is an exciting move. The property market is active, commissions can be substantial, and there is plenty of demand for knowledgeable agents who...
Tax & Compliance·5 min readFS3 and FS7 Forms in Malta: Employer Obligations Explained
If you employ anyone in Malta, you need to know about the FS3 and FS7 forms. These two documents form the backbone of Malta's employer tax reporting system under the Final Settl...
Tax & Compliance·5 min readHiring Your First Employee in Malta: Tax and Payroll Guide
Hiring your first employee is a significant milestone for any self-employed professional in Malta. It means your business is growing, and you need help to keep up with demand. B...
Tax & Compliance·6 min readBusiness Expenses in Malta: What You Can and Can't Claim
Understanding which expenses you can claim against your income is fundamental to managing your tax position as a self-employed professional in Malta. Claim too little and you pa...
Tax & Compliance·5 min readTax Planning Tips for Self-Employed Professionals in Malta
Paying tax is inevitable when you are self-employed in Malta. But paying more tax than you legally owe is entirely avoidable. The difference between the two often comes down to...
Tax & Compliance·5 min readHow to File Your Income Tax Return in Malta
Filing your income tax return is one of those tasks that most self-employed people in Malta put off until the last possible moment. But understanding the process, knowing what y...
Tax & Compliance·5 min readVAT Registration in Malta: A Step-by-Step Guide for the Self-Employed
VAT registration is one of the most important decisions you will make when setting up as self-employed in Malta. Get it right, and your business runs smoothly. Get it wrong, and...
Tax & Compliance·5 min readHow to Calculate Your Provisional Tax in Malta
If you are self-employed in Malta, provisional tax is one of those obligations that catches many people off guard. Unlike employees, whose tax is deducted automatically from the...
Tax & Compliance·5 min readMalta Budget 2026: What Changed for Self-Employed Professionals
Every year, Malta's national budget introduces changes that affect how self-employed professionals earn, save, and pay tax. The 2026 budget brought several notable updates, some...
Tax & Compliance·5 min readThe TA22 Form in Malta: Part-Time Self-Employment Explained
Many people in Malta earn income from a side activity alongside their full-time job. If you sell property on weekends, tutor students in the evenings, or do freelance design wor...
Tax & Compliance·5 min readSelf-Employed Tax in Malta: The Complete 2026 Guide
If you're self-employed in Malta, tax season isn't just one season. It's a year-round responsibility. Between income tax, VAT, social security contributions, and provisional tax...
Tax & Compliance·8 min read
AI & Technology
Why Every AI Accounting Product Needs an Accountant in the Loop
The pitch is compelling: upload your documents, AI does your books, you never talk to an accountant again.
AI & Technology·6 min readWhy No LLM Should Touch Your Tax Computation
There's a wave of AI tax products launching right now. They promise to "do your taxes" using large language models. Upload your documents, ask a question in natural language, ge...
AI & Technology·6 min readThe Future of Tax Authorities: How Governments Are Using AI
While small businesses debate whether to adopt AI, tax authorities have already deployed it. At scale. And the gap between government AI capability and taxpayer sophistication i...
AI & Technology·10 min readData Quality: The Hidden Challenge of AI in Accounting
Every conversation about AI in accounting eventually focuses on the models: which algorithm, which architecture, which training approach. But the factor that determines whether...
AI & Technology·8 min readThe Limitations of Large Language Models in Accounting
The current wave of enthusiasm around large language models LLMs like GPT-4, Claude, Gemini, and their open-source counterparts has led to bold claims about AI transforming ever...
AI & Technology·10 min readAI in Tax Planning: From Reactive Filing to Proactive Optimisation
For most self-employed professionals, tax is a once-a-year event. The financial year ends, the accountant totals up income and expenses, calculates the liability, and files the...
AI & Technology·9 min readEmbedding Models and Financial Search: Finding the Needle in the Haystack
Try searching your accounting records for "entertainment expenses." A keyword search will find transactions explicitly tagged or described with that phrase. But it will miss the...
AI & Technology·9 min readFrom Annual Audit to Continuous Assurance: How AI Is Changing Audit
If you have ever been through an audit, you know the drill. The auditors arrive, request a list of transactions, select a sample, and test that sample for accuracy and complianc...
AI & Technology·10 min readAPI-Driven Accounting: How Modern Systems Connect Everything
Not long ago, accounting meant downloading a CSV from your bank, uploading it into your accounting software, manually entering invoice data, and then copying figures into a tax...
AI & Technology·8 min readHow AI Categorises Transactions: The Technology Behind Automated Bookkeeping
Every self-employed professional generates hundreds, sometimes thousands, of bank transactions per year. Each one needs a category: is that payment to Shell for vehicle fuel, of...
AI & Technology·9 min readAnomaly Detection in Accounting: How AI Spots What Humans Miss
Humans are remarkably good at reading documents and understanding context. They are remarkably bad at scanning thousands of transactions for subtle patterns. A bookkeeper proces...
AI & Technology·9 min readAI and the Audit Trail: Why Transparency Matters More Than Ever
The audit trail is one of the oldest concepts in accounting. Every entry must be traceable to its source. Every change must be recorded. Every number must be verifiable. When AI...
AI & Technology·8 min readComputer Vision in Accounting: How AI Reads Your Receipts and Invoices
Every accounting process begins with a document. An invoice arrives. A receipt is handed over. A bank statement is downloaded. For centuries, a human read each document and tran...
AI & Technology·9 min readAI and Tax Compliance: Why You Need Both Deterministic and Probabilistic Systems
There is a fundamental tension at the heart of AI in tax compliance that most technology marketing carefully avoids mentioning. Tax law is deterministic. Document processing is...
AI & Technology·10 min readHow Natural Language Processing Is Transforming Document Processing in Accounting
Accountants have always been document processors. The core job involves reading financial documents, extracting the relevant numbers, categorising them correctly, and producing...
AI & Technology·9 min readOpen Banking and the Future of Accounting Automation
For decades, the accounting process has been bottlenecked by the same problem: getting transaction data out of banks and into accounting systems. Open banking is eliminating tha...
AI & Technology·8 min readThe Security Behind AI-Powered Financial Systems
Financial data is among the most valuable data a criminal can steal. It contains everything needed for identity fraud, tax fraud, and financial manipulation. When AI systems pro...
AI & Technology·10 min readHow AI Models Are Trained on Financial Data
There is a common misconception that you can point ChatGPT at a pile of invoices and get accurate bookkeeping. You cannot. The gap between a general-purpose large language model...
AI & Technology·9 min readHow AI Handles VAT Classification Across Borders
If you have ever sold a product or service across European borders, you already know the headache. The same item can attract different VAT rates depending on which country the b...
AI & Technology·5 min readAI in Payroll: Faster, Cheaper, and More Accurate
Payroll should be straightforward. Calculate pay, deduct taxes and social security contributions, generate payslips, file with authorities. In theory, it is a rules-based proces...
AI & Technology·4 min readHow Automation Is Cutting Accounting Costs by 40%
The accounting profession is in the middle of a cost revolution, and the numbers are hard to ignore.
AI & Technology·4 min readAI and Fraud Detection in Accounting: What Small Businesses Should Know
Fraud detection used to be something that only large enterprises and government agencies worried about. That is no longer the case. Artificial intelligence has fundamentally cha...
AI & Technology·4 min readDigital Invoicing: The Future Is Already Here
If you are still creating invoices in Word documents or Excel spreadsheets, you are not just behind the curve. You are operating on a timeline that the European Union is activel...
AI & Technology·4 min readHow Machine Learning Is Reducing Accounting Errors
Accounting errors are expensive. For small businesses and self-employed professionals, a single misclassified expense or a missed deduction can mean overpaying taxes by hundreds...
AI & Technology·4 min readThe Rise of AI in European Tax Compliance
Europe is in the middle of a tax compliance revolution. Driven by the European Commission's VAT in the Digital Age ViDA package and a growing patchwork of national mandates, the...
AI & Technology·4 min readWhy AI Won't Replace Your Accountant (But Will Make Them Better)
Every few months, a headline declares that artificial intelligence is about to make accountants obsolete. The narrative is compelling, dramatic, and almost entirely wrong. The r...
AI & Technology·4 min read
Guides
Retirement Planning for Self-Employed Professionals in Malta
Retirement planning is one of those topics that self-employed professionals in Malta tend to push to the bottom of the list. When you are focused on finding clients, managing pr...
Guides·6 min readFinancial Planning for Freelancers and Real Estate Agents in Malta
When you work for yourself in Malta, nobody is managing your finances for you. There is no employer setting aside pension contributions, no HR department arranging your insuranc...
Guides·5 min readSole Trader vs Company in Malta: Which Is Right for You?
One of the biggest decisions you will face as a self-employed professional in Malta is whether to operate as a sole trader or set up a limited liability company. Both options ha...
Guides·5 min readCash Flow Management for Self-Employed Professionals in Malta
If you are self-employed in Malta, your income probably does not arrive in neat, predictable amounts every month. One month you might close three deals or land a big project. Th...
Guides·5 min readHow to Register as Self-Employed in Malta: A Step-by-Step Guide
Thinking about going self-employed in Malta? Whether you are a real estate agent branching out on your own, a consultant, or a freelancer, the registration process can feel over...
Guides·5 min read
Regulation & Policy
VAT & Compliance
Industry Trends
Business Advice
Tax Planning
Tax Compliance
Social Security
Tax Credits & Incentives
VAT & Tax
Interested?
Get new posts in your inbox.
One email when there's a new post. No marketing, no spam — just the writing.
We'll only email you when there's something useful.