Monetary well being is more and more acknowledged as a bridge to resilience and prosperity. Nevertheless, as CGAP has explored, entry alone shouldn’t be sufficient. Monetary well being should deal with outcomes – whether or not individuals can easily handle day-to-day monetary wants, address shocks, pursue targets, and really feel assured about their monetary lives.
As open finance ecosystems develop and AI-powered instruments turn out to be extra refined, private finance administration (PFM) apps are rising as a possible driver of improved monetary well being. By aggregating knowledge throughout accounts, making a 360-degree view of the client’s monetary life, and producing real-time insights, these instruments promise to maneuver past static budgeting towards extra customized and proactive monetary recommendation. However are they delivering significant outcomes for customers?
Between August and September 2025, CGAP carried out buyer analysis to evaluate whether or not PFM apps are related to enhancements in monetary well being amongst smartphone customers in India. The survey included 274 screened PFM customers drawn from a nationwide smartphone panel and captured self-reported adjustments in cash administration, confidence, resilience, and aim achievement attributable to PFM use. Our pattern was roughly evenly divided between these utilizing PFM options embedded of their financial institution’s app and people utilizing devoted PFM apps, with about 10% of the pattern utilizing each.
PFM instruments are typically constructed leveraging the Account Aggregator (AA) framework—India’s model of open finance—which permits customers to securely combination knowledge from a number of monetary accounts throughout establishments right into a single interface, with buyer consent. AAs present the built-in knowledge layer, whereas AI helps translate that knowledge into worth via automated categorization, customized insights, and behavioral nudges. The findings present insights into how open finance–enabled, AI-powered instruments could also be influencing customers’ monetary outcomes.
Key findings
Sturdy enhancements in cash administration
Some 85% of respondents reported enhancements of their capability to handle their funds due to PFM apps, with 31% reporting vital enchancment (see Determine 1). For individuals who reported that their cash administration capability had very a lot improved since utilizing PFM instruments, we discovered variations by kind of instrument, with 25% of these utilizing financial institution apps, 32% of these utilizing devoted apps, and 48% of these utilizing each reporting vital enchancment.
The power to easily handle day-to-day funds is foundational to monetary well being. By consolidating monetary data, categorizing transactions, monitoring spending patterns, and providing AI-driven nudges, PFM apps seem to assist customers higher perceive and actively handle their monetary conditions.
Improved resilience: entry to emergency funds
Monetary resilience, represented in our survey as the flexibility to entry funds within the occasion of an emergency, is the second element of economic well being. General, 58% of survey members stated they might discover it straightforward or considerably straightforward to give you USD $115 within the occasion of an emergency. This proportion was 50% for individuals who had been utilizing the instruments for lower than two years, and climbed to 70% for individuals who had been utilizing them for greater than two years. Some 85% of respondents reported enhancements of their capability to entry emergency funds resulting from PFM apps, with 27% reporting vital enhancements (See Determine 2). We additionally discovered variations between the forms of apps, with 19% of these utilizing financial institution apps, 33% of these utilizing devoted apps, and 38% of these utilizing each reporting vital enchancment. Collectively, these findings recommend sustained engagement and specialised design issues.
Better progress towards monetary targets
Some 95% of respondents reported having a monetary aim. When requested about their most vital monetary aim, the most well-liked targets have been growing financial savings (30%), beginning or investing in a enterprise (17%), and shopping for an asset (13%).
Amongst respondents who reported having a monetary aim, 90% stated their capability to attain that aim had improved resulting from PFM apps (See Determine 3).
Frequency of use was related to stronger outcomes. Those that used PFM apps day by day have been extra prone to report vital enhancements than much less frequent customers (25% vs 16%)—reinforcing that constant engagement strengthens impression.
AI-powered PFM apps can contribute to multidimensional enhancements in monetary well being and never simply higher budgeting, however higher administration of day-to-day funds, stronger resilience, significant progress towards long-term targets, and better confidence.
Better confidence
Lastly, 85% of customers reported enhancements in confidence from utilizing the instruments (See Determine 4). Notably, ladies have been extra probably than males to report that their confidence had “very a lot improved” (33% for ladies vs 24% for males).
Multidimensional enhancements in monetary well being
Wanting holistically throughout 4 dimensions—managing day-to-day funds, entry to emergency funds, reaching future targets, and confidence— 95% of respondents reported enhancements in at the least one dimension. 93% of respondents reported enhancements in two or extra indicators, 88% in three or extra, and 70% noticed enhancements throughout all 4 dimensions of economic well being.
These findings recommend that open finance–enabled, AI-powered PFM apps can contribute to multidimensional enhancements in monetary well being and never simply higher budgeting, however higher administration of day-to-day funds, stronger resilience, significant progress towards long-term targets, and better confidence.
Implications for open finance
India’s AA ecosystem is usually mentioned by way of credit score growth and innovation. But these findings spotlight one other vital pathway of impression – open finance, when mixed with AI-powered instruments, can strengthen individual-level monetary well being. Three implications stand out:
- Information integration issues. Consent-based knowledge sharing permits richer, extra customized insights.
- Engagement issues. Lengthy-term and frequent use is related to higher enhancements.
- Design issues. Devoted PFM instruments seem to generate stronger perceived good points than primary budgeting options.
As open finance continues to scale, success shouldn’t solely be measured by credit score unlocked or integrations achieved, but additionally by whether or not individuals are higher in a position to handle cash, construct resilience, and pursue their aspirations.
