Insights · 6 min read

FinTech Software Development: What to Build First

Most fintech budgets blow up before a single feature ships. Here is where the money actually goes, what to build first, and how to avoid a rewrite in year two.

By GGP Editorial

A founder came to us last year with a trading platform spec that was 140 pages long. He wanted multi-market order routing, a portfolio view, margin math, and an admin panel, all in phase one. We cut it down to a single market, one order type, and a reconciliation screen. That trimmed version launched in five months and started earning. The original plan would still be in development today.

That is the single most useful thing I can tell you about fintech software development: the features are not the hard part. The engine underneath them is. Most teams spend their first budget on what users see and find out later that the ledger, the compliance layer, or the market data feed does not hold up. Then comes the rewrite, which is where fintech projects actually die.

Build the engine first, not the UI

In a normal app, the frontend is maybe half the work. In fintech it is closer to a fifth. The parts that take real time are the things users never see.

The ledger is the first one. Every balance change, every fee, every reversal has to be recorded in a way an auditor can trace a year later. You cannot fake this with a column in a database. We use double-entry accounting from day one, even on prototypes, because retrofitting it after launch means migrating live balances, which is exactly as painful as it sounds.

The second is reconciliation. If your system talks to a payment provider or an exchange, your internal record of a transaction will eventually disagree with theirs. A small timing gap, a failed callback, a partial refund. If you do not catch these the same day, the customer notices before you do. We build a daily reconciliation job into every financial system we ship, before we build any pretty charts.

The third is the audit trail. Regulators and payment partners both ask the same question when something goes wrong: show me every action, by whom, at what time. If that log does not exist, you are explaining the problem in emails instead of fixing it.

Compliance is a budget line, not a feature

Here is where most founders under-scope. KYC and AML are not a screen you add at the end. They shape the data model from the first day. You need to store identity documents, run sanctions checks, track transaction thresholds, and keep the whole thing encrypted at rest. Get the data model wrong and you are rebuilding your user table six months in.

PCI matters only if you touch card data. If you can route payments through a provider and never hold card numbers yourself, do that. Holding raw card data on your own servers is a liability you do not want, and most young fintechs should avoid it entirely.

Licensing is the part no developer can fix for you. We can build a compliant system, but we cannot tell you whether you need an EMI licence in your market. That is a lawyer's job, and you should budget for it before code. A rough rule we give clients: set aside 10 to 20 percent of the project budget for legal and compliance work, and treat it as a real cost, not a contingency.

What a realistic budget looks like

These are the ranges we see in practice for offshore builds in 2026. They assume a team of four to six people and a sensible scope, not a 140-page spec.

Project typeTypical rangeTime to launchWhat drives the cost
Payment integration or gateway$40k-$90k3-5 monthsProvider APIs, reconciliation, PCI scope
Lending or BNPL platform$120k-$300k6-10 monthsRisk scoring, KYC/AML, repayment engine
Trading platform (single market)$150k-$350k6-12 monthsOrder routing, market data, settlement
Trading platform (multi-market)$300k-$800k+12+ monthsMultiple venues, currency handling, latency

Two things to notice. First, the jump from single-market to multi-market trading is not linear, it is a step change. Different exchanges have different order semantics, different settlement cycles, different time zones. We built a multi-market brokerage system covering Hong Kong, US, and A-share stocks, and the cross-market reconciliation alone was a project of its own. Second, the payment gateway at the bottom of the table is not cheap either. People assume a payment integration is a weekend of Stripe work. It is not, once you add refunds, chargebacks, multi-currency, and a dashboard for the finance team.

Build vs buy: the honest version

Off-the-shelf fintech software is great until your business model stops matching it. If you are doing standard payments, use a provider. If you are doing standard accounting, buy the tool. The moment you have a pricing model, a fee structure, or a workflow that is different from everyone else's, the off-the-shelf option starts costing more in workarounds than a custom build would.

We tell clients to write down the three features that make their product different. If all three fit inside an existing tool, buy it. If even one does not, that one feature will eventually force a rebuild. Plan for it now instead of discovering it after you have two years of customer data locked inside a system you hate.

The running cost no one budgets for

Your fintech build does not end at launch. Market data feeds for a trading product run a few hundred to a few thousand dollars a month. Compliance is an annual event, not a one-time one, and audits are not free. Hosting for a real trading system costs more than a WordPress box because you are paying for redundancy, not just uptime. A sensible estimate is 15 to 20 percent of the build cost every year, just to keep the lights on and the auditors happy.

If you are outside our time zone, none of this has to mean late-night calls. We run a China-based team that has shipped financial systems for clients in Brazil, South Africa, Singapore, and the US. We schedule a shared overlap window, keep a dedicated group chat, and work in English and Portuguese. We have delivered over 300 projects across payments, trading, property, and accounting systems, and we will take on any industry as long as the work is legal. What we will not do is let you over-scope phase one and pay for it for the next two years.

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