An innovative banking solution refers to any financial service that relies on a technological layer (mobile application, algorithm, open API) to automate or simplify an operation traditionally managed by an advisor or a counter. The term encompasses both neobanks and account aggregators, embedded budgeting tools, or split payment modules.
Digital resilience and DORA regulation: the framework that redefines banking solutions
Since January 17, 2025, the European DORA regulation imposes a unified framework of digital operational resilience on all financial entities and their critical IT service providers. This regulatory constraint changes how banks and fintechs design, host, and maintain their services.
In practical terms, an online account management tool or a mobile payment application is no longer judged solely on its features. The provider’s ability to ensure service continuity, test its resilience to cyberattacks, and document its technological dependencies now factors into the selection criteria.
For users, this translates into an additional filter: a banking solution compliant with DORA offers more guarantees regarding data protection and service availability in the event of an incident. Comparing the available offers on the Take The Capital banking site allows for cross-referencing these regulatory dimensions with the features offered by each player.
Artificial intelligence in banking: scoring, fraud, and customer journey
Artificial intelligence is no longer an experimental project in the European banking sector. According to a report from the European Banking Authority published in September 2025, 92% of EU banks are already deploying AI in production. The main uses focus on three areas.
- Credit scoring: machine learning models analyze a larger volume of data than traditional grids, speeding up the lending decision and refining risk assessment.
- Real-time fraud detection: algorithms identify atypical transaction patterns before the account holder even notices. Recent systems cross-reference location, behavioral history, and transaction speed.
- Improving the customer journey: first-level chatbots, automatic categorization of expenses, personalized budget overrun alerts. These features, integrated into most banking applications, rely on AI layers that are often invisible to the user.
The counterpart of this massive deployment remains internal supervision. European banks maintain explicit safeguards: human validation of automated credit decisions, regular audits of algorithmic biases, traceability of the models used.
Neobanks and account aggregators: two complementary approaches to budgeting
Neobanks offer a dematerialized current account, a payment card, and expense tracking tools all in one application. Their main advantage is the speed of account opening and the frequent lack of fees for the basic offer.
Aggregators operate differently. They connect to multiple banking institutions simultaneously to centralize the view of balances, transactions, and deadlines. An aggregator does not replace the bank; it overlays an analysis layer over existing accounts.
Which tool to choose based on usage
A user with a single account does not need an aggregator. The budgeting management integrated into their neobank or online bank is sufficient. However, as accounts multiply (joint account, savings in another institution, business account), the aggregator provides a global visibility that each isolated application cannot offer.
Split payment (buy now, pay later) constitutes a third category of service often integrated into neobanks or offered by specialized fintechs. This mechanism divides a purchase into several installments, generally without fees up to a certain amount. The absence of displayed fees does not mean the absence of cost: the merchant bears a commission, and a late payment incurs penalties for the user.
AI-assisted fraud: the risk that innovative solutions must also cover
Banking innovation is not only about customer services. Fraudsters exploit the same technologies: voice deepfakes to impersonate an identity during a customer service call, automated generation of fake documents, targeted attacks on digital onboarding processes.
In the face of this increasing complexity, the question of digital proof and verifiable identity becomes central. The European Digital Identity Wallet (EUDI Wallet), currently being deployed, aims to provide a more robust authentication standard than current methods (SMS, email, password).
When choosing a banking solution, checking the proposed authentication mechanisms (biometrics, two-factor authentication, push notifications with contextual validation) provides a concrete insight into the level of protection offered. An application that limits itself to the username/password pair without an additional layer presents a higher risk, regardless of the comfort of its interface.
Concrete criteria for evaluating an online banking solution
Rather than a list of “best apps,” here are the checkpoints that help distinguish a solid offer from marketing fluff.
- Regulatory compliance: banking or payment license issued by the ACPR (in France) or an equivalent European regulator. Without this license, deposited funds do not benefit from deposit guarantees.
- Pricing transparency: account maintenance fees, commissions on currency transactions, cost of out-of-network withdrawals. Some free offers monetize through ancillary operations.
- Interoperability: the ability to aggregate external accounts, compatibility with SEPA instant transfers, API access for third-party tools.
- Level of support: availability of a human advisor (chat, phone), average response time, existence of a mediator in case of disputes.
The proliferation of digital banking offers makes comparison more accessible, but also more demanding. A service that showcases attractive features without specifying its license, detailed pricing conditions, or commitments to digital resilience deserves closer scrutiny before any subscription.
