Sometimes a market needs a better solution. Sometimes a technology creates the market it will serve. Financial innovation moves in both directions. Each new activity also raises questions about responsibility, cost and the rules that apply.
An unmet need invites a new way to transfer, hold or invest money. The resulting service must still be analysed by the activity each participant actually performs.
These are analytical patterns, not a mandatory sequence. Demand and supply can reinforce one another.
One customer journey can combine services supplied by several firms. Consumers may only discover responsibilities, fees and safeguards in the contract documents. For providers, that same allocation determines which regulated activities they perform, outsource or refer to a partner.
Who is behind the brand? The EBA's 2025 work on white labelling shows that a partner brand may front a service supplied by another institution. EBA ↗
Does simple mean clear? ESMA identified volume, complexity and fragmentation as problems in retail disclosures, particularly in digital journeys. ESMA ↗
What does “free” cover? The dealing fee is only one part of a broker's total cost. Execution venue, spread, foreign exchange and product costs may also matter. Compare brokers →
The ONE project “Rente mich reich” examines the possibilities and limits of private retirement provision.
Explore the project ↗A product concept alone tells us little about the licences and service partners required.
Explore authorisation ↗Stocks and ETFs are established products. Digital brokers change access, pricing and the division of work between a brand, investment firm, trading venue and custodian. That alone can raise supervisory questions.
See the service chain →New tokens, trading models and forms of custody appeared outside familiar product chains. Use, crises and regulatory responses developed at different speeds. MiCA created an EU framework for certain crypto-assets and services, while financial instruments remain subject to their respective rules.
Examine crypto services →Product development from usage data can improve services. The same feedback loop can also favour engagement over accuracy. Our two models distinguish product learning from content-driven influence.
Explore both loops →These are analytical patterns. Incumbents can create new products, and new products can be distributed through established firms.
Explore how experimentation, adoption, failures and European regulation interacted. The timeline is qualitative; it is not a price or market-cap chart.
You can select each stage at any time.
The next open question: Prediction markets could be another meeting point of information, demand, trading and regulatory classification. Whether any particular model succeeds remains open. Minerva InfoHub ↗
A financial app need not invent a new product. It may change who reaches the customer, which steps are automated and how responsibility, cost and data are distributed across firms.
The Financial Stability Board describes FinTech as technology-enabled innovation in financial services that could result in new business models, applications, processes or products with a material effect on the provision of financial services. Its defining question is the effect on the service. A company's age or the presence of a mobile app alone tells us little. FSB definition ↗
An established bank can innovate; a start-up can distribute an established service in a new way. The useful question is what actually changes compared with the earlier process.
A specialist supplies account information, identification, order access or portfolio controls; other firms still carry out the remaining steps.
Customer access, licence, account, infrastructure and execution can belong to different parties. The visible brand does not identify every counterparty.
A platform combines specialist services into one journey, creating dependencies at the interfaces and a need to govern the whole chain.
Further reading: BIS on unbundling and rebundling ↗ · BaFin on white-label banking ↗
Revenue may come from transaction fees, subscriptions, interest margins, licences, infrastructure or partners. “What does it cost?” needs an object: the account, the order, execution, finance, FX or the underlying product.
A model may make one step cheaper and another more expensive. Digital delivery does not eliminate regulatory, service, resilience or partner costs. In brokerage, a zero separate dealing commission says nothing on its own about the execution price, spread, FX costs or custody charges.
Check a concrete order scenario →Payment services, investment advice, brokerage, custody and crypto-asset services have different requirements. The brand, contracting entity and provider of the regulated activity may be separate. A register entry for one company does not prove that it provides every service under the brand.
Imprint: who runs the website? Contract: who supplies which service? Price list: when and for what are charges due? Supervisory register: which legal entity is authorised for which activity?
BaFin: what is regulated? ↗Electronic exchanges, cards, ATMs and online banking had already digitised core processes.
Smartphones, digital identification, cloud services and APIs shortened the path from idea to application. An app could sit on top of established infrastructure without taking over its regulated duties.
Availability, outsourced services, compliance and viable revenue become more demanding as a model grows. Global investment figures should not be read as a census of German FinTech firms. KPMG H1 2026 ↗
Investment APIs and white-label services let new brands launch without building every part of a brokerage stack. The providers brokerize and Upvest describe different infrastructure roles; their product descriptions do not establish the permissions held by any specific customer brand. The design question is where software ends and the order, account, custody or advice begins.
EBA on white labelling ↗AI can evaluate documents, flag fraud, assist customer dialogue or summarise investments. Ask what data it uses, which decision it takes, who checks the output and who answers for errors. A good explanation tool is not itself investment advice; a personalised recommendation or automated portfolio decision may be a different regulated activity.
BaFin on automated systems ↗Service: Whose problem is solved? Chain: Who provides access, execution and custody? Revenue: Who pays whom, when and for what? Rights: Who decides, is liable and can object? Novelty: What measurably changes? Evidence: Which claim is contractual, supervisory, provider-stated or an inference?
Apply the test to business models →Sector is only the starting point. The business model emerges from customer value, operating chain, source of revenue and relationships with regulated partners.
Select a cell to see a practical due-diligence question. The colours describe editorially assessed points of contact, not market shares or legal classifications.
| Model | Customer access | Data | Money flow | Decision | Custody | Infrastructure |
|---|
Choose a cell to reveal what the function means for this model and what you still need to verify.
An editorial analysis model, September 2026. Actual models vary by provider. Orientation: EBA 2025 ↗ · FSB ↗.
Select a sector to see possible services, participants and the question that begins the regulatory analysis.
A brand may span several fields. Licensing depends on the service actually supplied.
Orders, venues, execution, settlement and custody. Distinguish the visible brand from the firm supplying each step.
Explore securities →Payment initiation, account information, processing and access interfaces.
Explore payments →Automated profiling, advice and portfolio management are not interchangeable roles.
Explore robo-advice →Platforms, project screening, investment claims and the risk of losing capital.
Explore financing →Data infrastructure, AI and feedback loops can create services and shape user behaviour.
Explore data and influence →Issuance, trading and custody must be analysed separately.
Explore crypto →Who owns the relationship? A firm may serve customers directly, connect parties or operate a marketplace. A consistent interface can conceal multiple counterparties.
Who connects whom?What creates value? Customer, peer and public data may be analysed, processed in transactions or used for forecasts. Access to data is not automatically a revenue model.
Which data change what?Who funds the service? Customer, merchant, bank or platform partner may pay per use or over time. A visible zero price does not settle the economic question.
Who pays whom, and why?Example: one broker charges an explicit order fee and holds the customer relationship; another interface routes customers through partners and may receive different lawful compensation. Both concern securities trading, yet their incentives and responsibilities can differ. No specific PFOF permission follows from this example.
Value: fast access and easier portfolio management. Chain: order intake, routing, execution, settlement and custody may be split. Economics: account and order charges, spreads, FX and product costs require separate scrutiny. Venue selection raises best-execution questions.
Broker dossier →Value: initiate a payment or consolidate account data. Chain: customer interface, authentication, initiation, account servicing and processing. Risks: fraud, availability, data access and dependency on interfaces.
Payment services →Value: translate objectives into a proposal or managed portfolio. Chain: profiling and algorithms differ from personal recommendations and discretionary management. Costs: service, product and partner fees.
Robo-advice →Value: access, exchange or custody. Chain: token issuance, venue operation, exchange, order transmission and key custody. Risks: liquidity, transfer rights, keys, spreads and the legal nature of the asset.
Crypto services →Value: observe ideas or follow strategies. Chain: signal provider, platform and executing firm. Risks: performance presentation, subscriptions, referrals, conflicts and the boundary between general information and tailored advice.
Signal models →Digital securities services connect customer access with regulated investment services and market infrastructure. The roles may sit within one institution or across several partners.
Who markets the service, opens the account, takes the order and signs the contract?
Who routes and executes the order? Which venue or liquidity provider supplies the price?
Who operates the custody account and cash account? How is the custody chain organised?
“Neo-broker” describes a broad set of digital distribution and brokerage arrangements. Some brands belong to regulated institutions; others work with regulated partners. The structure matters more than the label.
Understand neo-brokers →Initiation, authentication, execution, account information and technical processing can all contribute to one payment journey. Different roles trigger different requirements.
Who initiates a payment, and who authorises it?
Who holds the account? Who may access information with the customer's consent?
Who moves the money, and who merely supplies the technical connection?
At a customer's request, a payment initiation service starts a payment from an account held with another provider. An account information service aggregates information; the same app can offer both, yet the data flows and legal roles differ. A technology supplier is not automatically the bank holding the account.
Consent, authentication, the scope and duration of access, withdrawal and the point of contact when something fails all matter. For providers, availability, security and allocation of liability add further complexity.
Ask: If a payment fails, who can trace its status and who is responsible for each step?
BaFin on payment services ↗Check minimum incoming payments, card fees, cash withdrawals, transfers and overdraft rates alongside the monthly fee. A zero advertised fee may depend on conditions.
The official BaFin comparison covers current and basic accounts with detailed price and service attributes. Providers supply the data; each account has its own reporting date. Check the provider's price list before making a decision.
Open BaFin's official account comparison (German) ↗We do not publish an account ranking without a complete dated dataset and transparent usage assumptions.
A digital questionnaire, a personal investment proposal and ongoing portfolio management can constitute different services. The decisive issue is who makes which decision for an individual customer.
What do we know about objectives, experience, time horizon and risk tolerance?
Is there a personalised recommendation? May the provider rebalance without approving every order with the client?
Who places orders, executes trades and holds the acquired instruments?
A questionnaire can initially generate only a risk profile. A recommendation of financial instruments tailored to an individual is different from general information. If the provider may subsequently change holdings without a separate instruction for every transaction, portfolio management deserves its own analysis. BaFin names investment advice, intermediation and portfolio management as possible activities depending on the design.
A proper cost comparison includes more than the management fee: underlying fund charges, transaction costs, cash allocation, taxes and rebalancing policy can change outcomes. Portfolios carrying the same risk label may use quite different instruments.
Ask: Who can initiate an investment decision in the customer's account, under which rules and controls when markets or objectives change?
BaFin on robo-advice (German) ↗Classify the asset, the customer access route and the actual service separately. One app may represent several companies and roles.
Who operates a venue, provides prices or exchanges crypto-assets?
Who controls keys or manages crypto-assets on the customer's behalf?
Different instruments can fall under different legal frameworks.
A crypto-asset is not automatically a security or another MiFID financial instrument. Access to a trading app is not the same as custody. And regulation of one group company does not mean every service under a shared brand has the same status. Check the token's legal nature, contracting entity, key control, custody model and rules for transfers out.
MiCA establishes a European framework for covered crypto-assets and related services. Other financial-market rules may apply depending on the instrument. Regulation does not eliminate volatility, operational risk or the need to understand contractual rights.
Ask: Does the customer obtain a transferable crypto-asset with a meaningful right of access, or only a contractual position in a product arrangement?
ESMA on MiCA ↗Signal platforms combine information, possible recommendations and sometimes trading functionality. Classification depends on the audience, personalisation and who controls execution. On social media, reach, remuneration and conflicts of interest matter too.
Is the publication a general market view or advice tailored to an individual? What incentives influence the publisher?
Does it display information only, or does it undertake another investment service?
Can the user reject each order, or do transactions follow rules without individual approval?
A public market comment first reaches an unspecified audience. A personal recommendation differs. Automated following also requires an answer to who chooses, weights, changes and ends a strategy. Signal provider, platform, product issuer and execution firm may be economically and legally separate.
Apparently identical “copy” features may implement manual choices, rule-based automation or a packaged financial instrument. Historic win rates without risk, deposits, strategy changes and drawdowns say little.
Ask: Can a follower reject a transaction, and when does changing or terminating a following relationship take effect?
Examine finfluencers and influence → · BaFin on signal-based systems (German) ↗“Neo” often describes the experience. Customers also need to understand their counterparty, route to execution, custody, costs and actual execution quality.
The brand may provide access while other firms execute and hold the assets. A stated order charge is not the total cost. Examine the chain →
Illustration of possible roles. The actual arrangement depends on the provider's contracts.
Separate own licence, appointed representative, platform operator, custodian and venue.
Service chain →Order-routing choices, execution quality and the PFOF rules require separate analysis.
PFOF dossier →Compare the terms and their conditions, not just the price printed beside the Buy button.
Broker comparison →Online dealing, digital custody accounts and international venue access existed before the mobile broker wave. Smartphones made onboarding, search and orders available in one interface. They changed expected speed and perceptions of price, not the legal duties attached to orders and custody.
Some models spent heavily on customer acquisition; others built infrastructure or partnered with established banks. “The neo-broker” is therefore not a single contractual or regulatory form. Historic revenue models, including PFOF, must not be projected unchanged onto German terms after the end of the national transition on 1 July 2026. Read the current PFOF position →
Who accepts the instruction? The brand, an appointed representative, an investment firm or a bank may all be involved. Read the contract.
Who chooses execution? Venue availability does not show where every order is actually executed. Check execution policies and alternatives.
Commission and custody fee are only parts of the bill. Spread, FX, venue and product charges can alter the result.
After execution, securities are booked and cash is settled. Account, custody chain and confirmation are separate documentation questions.
An app can work well with regulated partners for accounts and execution; a licensed provider can control more of the chain but carries more organisational costs. Infrastructure suppliers such as brokerize and Upvest sell parts of the stack as APIs. Low fees alone do not establish a superior operating model. Unit economics, retention, execution quality, partner dependency, service capacity and regulatory resilience matter, although many of these measures are not publicly verifiable.
Understand each company's actual role and authorisation. A brand name or a single register entry does not describe the full chain.
The visible app and its operator. An imprint identifies the person responsible for a website, not necessarily every party to a financial contract.
One entity may receive or transmit an order; another may execute it or operate the venue.
Confirm who holds securities and who operates the cash account in the contractual documents.
Each profile names the brand, documented legal entities, custody charges and order venues or routes. Gaps stay visible rather than being filled with assumptions. Links lead to provider imprints, product information and supervisory-register searches.
Open provider profiles →Select two providers to compare the legal entity, custody fee and documented order route. We calculate a number only when the same order scenario is supported by provider sources for both.
Missing a provider or noticed changed terms? Contact us ↗An order fee is not a total cost. Spreads, mark-ups, product charges and context-specific fees can add to it. A present-day order charge does not reveal a historic PFOF arrangement.
Profiles distinguish the named company, its role, custody fees and documented trading venues. A venue offered in the app is not necessarily the route of every transaction; a custodian is not a venue. The profile indicator measures coverage of six editorial fields (legal entity, regulatory role, custody, custody fee, route, order charge), not provider quality. Unknown terms are not guessed.
BaFin and ESMA registers list legal entities and their permitted activities, not necessarily trading brands. Search the entity named in the provider's imprint. The relevant national register may be needed for a company based elsewhere in Europe.
A low purchase fee is only one part of a long-term investment decision.
Rente mich reich ↗An app, an intermediary and a bank can have different regulatory roles.
Erlaubnisantrag ↗PFOF is a third-party payment to an investment firm for sending customer orders to a particular execution venue. It creates a conflict between the firm's revenue and the duty to seek the best possible execution.
Article 39a MiFIR prohibits receiving the covered payments for customer orders. Germany used a transition until 30 June 2026; the ban applies fully there from 1 July 2026. The BaFin supervisory notice of 22 July 2026 discusses permissible structures and examples of unacceptable circumvention. The economic effect of a payment matters, not only its label.
Read Article 39a ↗ · BaFin consumer information (German) ↗Conflict: who receives a payment, and could it affect venue selection?
Execution quality: which price and costs did the actual order achieve against available alternatives?
Total cost: what does the customer pay including charges, spread and relevant additional costs?
A 2021 study commissioned by Trade Republic found favourable execution outcomes for its sample against a Xetra benchmark. That speaks to the transactions studied, not every historic PFOF model or today's execution at any particular broker. The conflict targeted by the legislation is a separate question.
Certain published venue discounts may fall outside the ban when they benefit clients exclusively and create no monetary advantage for the investment firm, subject to BaFin's conditions. A zero-fee order proves neither the existence of PFOF nor favourable execution.
Compare current fees and routes →Capital flows show what buyers and investors prioritise. The sum of acquisitions, private equity and venture capital is not a pure VC figure. Deal types, sizes and regions must remain separate.
KPMG reports global FinTech investment of $50.5bn in H1 2025, $72.2bn in H2 2025 and $103.1bn in H1 2026 across VC, PE and M&A. The number of deals fell from 2,501 to 2,100 between H2 2025 and H1 2026, approximately 16%. Large US acquisitions contributed heavily to the increase in value. Neither figure counts the number of active firms or their profitability.
Global investment and transaction value
Global investment and transaction value
Deals down by 16% versus H2 2025
KPMG/PitchBook, data as of 30 June 2026. KPMG source ↗
Filter acquisitions and investment rounds, then select a transaction for context. A purchase price is not newly raised capital.
A deal's stated value may be a purchase price or the size of a new financing round.
Original interactive presentation based on KPMG Pulse of Fintech H1 2026, p. 17 ↗. Figures in USD billions, selected top ten, not a company ranking or statement about regulatory status.
Value: An acquisition changes ownership; a funding round raises capital. They appear in the same total but should not be treated as one VC pool. Count: fewer but larger deals may reflect concentration; two half-year points cannot prove a permanent trend. Region: a global top ten dominated by US deals is not a ranking of German start-ups.
Kalshi and Polymarket make prediction markets visible among major FinTech transactions. A separate ONE project explores how collective expectations arise and the regulatory designs they may require.
Minerva InfoHub ↗The companies and transactions listed here are not partners or components of swarmalpha.
Data can improve processes and reveal risks earlier. The same infrastructure can also shape attention and decisions. These two loops distinguish value creation from influence.
Voluntary use generates signals. Turning those signals into a useful service requires an appropriate legal basis, reliable data and a real customer problem. Repeated difficulty predicting cash inflows, for example, might motivate a better liquidity view. Select each step to examine its benefit and condition.
A conceptual feedback loop; it does not grant permission for data collection or profiling. EU General Data Protection Regulation ↗
This loop concerns distribution and attention, not necessarily product development. Optimising content for interaction can inform users or favour attention over accuracy. Deep tech here means underlying technology such as data processing, models and security; big data describes an analytical setting. Neither is a financial product or a licence category on its own.
ESMA on digital investor journeys ↗Progress displays can teach. Rewards for frequent trades, leaderboards and urgency cues can also raise activity without improving understanding of risk. Assess purpose, context and observable effects.
Defaults, asymmetrical choices and hidden costs can steer a decision. A specific pattern calls for examination of the actual user journey; persuasive writing alone is not a dark pattern.
Whose objective is the interface optimising? Does it support an informed choice or maximise clicks, transactions and trading frequency? Look for clear costs, a genuine way to decline and comprehensible risks.
Financial creators can make specialist topics accessible and reach audiences conventional institutions miss. Their work is also part of an economic chain. Advertising, sponsorships, affiliate links, own products and pre-existing positions can all affect incentives.
Accessible explanations, experience and scrutiny of costs may prompt independent research. Reach and authenticity do not prove accuracy.
A platform, advertiser or audience can pay directly or indirectly. Separate advertising from referrals, free products and the publisher's own holdings.
A general explanation, a public investment recommendation and personalised advice are not the same. A disclaimer does not determine classification on its own.
Before acting: Is this labelled as advertising? What is the creator paid, or already invested in? Which risks are missing? Can an independent source and the actual contracting entity substantiate the claim?
Primary sources: ESMA's finfluencer factsheet (2026) ↗ · ESMA on investment recommendations online ↗.
Understand signal platforms and automated copying →Crowdfunding connects multiple funders with project owners. “Social lending” often describes loan-based models, but the label does not establish one contractual structure or a common regulatory regime.
Who owes repayment? Identify borrower, platform, collateral if any and the risk of default. A promised interest rate is not a guaranteed return.
What does the investor acquire? Shares, other securities and permitted instruments carry different rights. Understand ranking, information and loss exposure.
Who screens the project and processes payments? The platform is not automatically lender or guarantor.
The European Crowdfunding Service Providers Regulation covers certain business-related loan-based and investment-based services. Private personal loans do not fall under it merely because someone calls them “social lending.” Other activities may be governed by other rules.
ESMA's 2025 market report recorded 181 active EU providers and €4.25bn raised during 2024 under its reporting scope; 58% of the volume was loan-based. That is a dated regulatory subset, not a current total for all crowdfunding.
Identify the project owner and legal counterparty; assess platform fees and conflicts; examine default, delay and early repayment; read the risk disclosures and relevant registers.
ESMA market report ↗ · EU Regulation 2020/1503 ↗
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