Directory of AI personalization and customer engagement vendors for banks

The AI FinTech Index holds 9 of them, each graded on the same 15 capability axes from public sources, with the artifact every grade was read from attached to the record.

No vendor pays for inclusion, placement or rating. Counts generated 2026-10-20 across 610 indexed vendors. What moved is in the change log.

These systems infer financial circumstances, including vulnerability and distress, from transaction data the customer provided for a different purpose. Ask what inference is acted on, what the customer can see, and whether an inference of vulnerability changes what is marketed to them.

What is in this directory. Screened to products that analyze customer data to drive engagement. Conversational agents are held separately.

Part of the wider Customer & Banking Agents category.

What the public record shows in this directory

The share of the 9 indexed vendors here whose public record answers each of the nine regulatory questions a financial institution diligence process works through, and where this directory ranks against the other 50 directories in the index on the same question, highest share first. A thin share means the public record is thin, not that a control is absent.

how the model works and how it is validated22%
2 of 9 vendors, 45 highest of 50 directories
regulatory status and licensure33%
3 of 9 vendors, 32 highest of 50 directories
data privacy posture under GLBA67%
6 of 9 vendors, 9 highest of 50 directories
security certification depth44%
4 of 9 vendors, 29 highest of 50 directories
AI governance and bias testing22%
2 of 9 vendors, 13 highest of 50 directories
how much the system decides on its own67%
6 of 9 vendors, 42 highest of 50 directories
liability and customer recourse0%
0 of 9 vendors, 44 highest of 50 directories
which models sit underneath33%
3 of 9 vendors, 34 highest of 50 directories
deployment model and data residency11%
1 of 9 vendors, 41 highest of 50 directories
In summary

The AI FinTech Index lists 9 AI personalization and customer engagement vendors for banks, graded on 15 capability axes from public sources with no paid placement and no aggregate score. Across this directory the best documented part of the public record is data privacy posture under GLBA at 67 percent, and the thinnest is liability and customer recourse at 0 percent, which is 44 highest of 50 directories in the index on that question. Across the whole index of 610 vendors, none documents all nine regulatory axes in public and the average documents 3.61.

Source: AI FinTech Index, August 2026

Vendors in this directory
9 indexed
Vendor Category AI Centrality Website
F
FinGoal
FinGoal sells transaction data enrichment and personalization tools to banks, credit unions and fintechs in the United States. It cleans and categorizes account holders' transactions and tags them with behavioral personas using private AI models. It then turns that data into next best action offers and campaign audiences for the institution's marketing team. Its Insights API handles enrichment and tagging, and its Link Money API provides account aggregation and verification across more than 17,000 financial institutions, both with public developer documentation. Its case studies involve partners such as Yodlee and Prisma Campaigns, and FinGoal says it has a SOC 2 Type II certification. Named customers include Alltru Credit Union, which converted 1,000 targeted members into nearly 200 new accounts, as well as Credit Union of Colorado, Mauch Chunk Trust and Neighborhood Trust Financial Partners.
Customer & Banking Agents B fingoal.com
F
Fivvy
Fivvy sells customer intelligence to banks and credit unions. It turns the transaction and app usage data an institution already holds into personalized offers and churn predictions. The platform builds a picture of each customer's spending, saving and investing, then surfaces cross selling openings in real time. Implementation is stated at about three months. Globant Ventures committed $4 million over two years in April 2023. Its business website no longer loads. In October 2026 fivvy.co did not resolve and fivvyforbusiness.com redirected to getfivvy.com, which shows a consumer money management app. No company news has appeared since the Globant investment, and whether the company still sells to institutions is unclear.
Customer & Banking Agents B getfivvy.com
F
Flybits
Flybits sells contextual AI that banks and card issuers use to personalize digital experiences and, more recently, to run agentic commerce inside their own apps. It turns data from a bank's systems and outside sources into signals that decide which offer or experience each customer sees. Its agentic commerce product lets a customer shop through a conversation in the bank's app, confirming the item, total, tax and delivery before paying, and runs under Mastercard Agent Pay and Visa Intelligent Commerce rules. With Rogers Bank and Mastercard it launched what the partners describe as a benchmark for consumer controlled agentic commerce in Canada. Flybits also names ATB Financial and cites a 27 percent conversion increase from its Intent Match solution. It holds SOC 2 Type II, ISO 27001 and PCI Data Security Standard Level 1 audits and tokenizes customer identifiers at the edge. It is based in Toronto.
Customer & Banking Agents B flybits.com
O
Otomo
Otomo sells what it calls self driving finance as a service to retail financial institutions, credit unions, fintechs and consumer brands, embedding an automated money management experience inside the institution's own app through a software development kit, an interface and modules for mobile and web, or delivering it white labeled. The consumer sets financial outcomes such as building a rainy day fund, saving for a first home or paying down debt, and the platform then acts on income as it arrives according to those rules, while a curated feed anticipates what the person is likely to want next and an ongoing balance tells them what is safe to spend. Alongside the automation it presents offers and discounts from third parties, which is how the institution earns a share of non interest income from the arrangement. The company began as a direct to consumer application and moved to selling through institutions after interest from that side, and its stated positioning is that a bank should anticipate a member's needs the way a streaming service anticipates taste rather than pushing products at them.
Customer & Banking Agents B otomo.ai
P
Personetics
Personetics sells an AI platform that turns bank transaction data into personalized guidance for customers and insight for bankers. Its Cognitive Engine enriches transactions and reads spending patterns, cash flow, goals and financial relationships. The Engage Suite delivers insights and savings journeys in digital banking, the Banking Console helps relationship managers act on them, and Enterprise Studio lets business teams design experiences without code. The platform reaches 150 million banking customers at hundreds of banks in 30 markets. Named banks include Scotiabank, Huntington, BMO, Desjardins, Akbank, UOB and Avidia Bank, which opened more than 20,000 new deposit accounts in the first quarter after launch. Partners include Fiserv, Q2 and Plaid, and Personetics publishes an AI model governance framework covering development, performance evaluation, explainability, monitoring and change management.
Customer & Banking Agents A personetics.com
P
Pocketnest
Pocketnest sells a white label financial wellness app to credit unions, banks, employee wellness programs, benefit providers and wealth advisers. Members and staff work through short coaching journeys across ten areas of personal finance, personalized with AI and shown under the institution's own brand. It is aimed at millennials and Generation X. The app can sit inside an institution's mobile banking app or run on its own. Pocketnest names Community Financial as an integration partner and lists Lumin Digital and CU*Answers as coming soon. It pitches institutions on member engagement, data analytics and cross sell revenue. In October 2025 Reseda Group, the service organization of MSU Federal Credit Union, and Maps Credit Union bought Pocketnest. It is based in Detroit, Michigan.
Customer & Banking Agents C pocketnest.com
P
Psympl
Psympl sells psychographic AI to consumer financial services firms, including banks, credit unions, wealth managers, credit bureaus, payment platforms, receivables managers and insurers. It sorts consumers into money mindsets so marketing and frontline teams can speak to what motivates them. A national survey, the Motivation Decoder, defines the mindsets. The Motivation Auto Decoder scores consumers into them at national scale through Experian, and the Psymplifier writes copy to match. It integrates with Salesforce, HubSpot and Microsoft Dynamics. FreeStar Financial Credit Union is a named client. Psympl has a SOC 2 Type II report and a SafeBase trust center. It says it gives no consumer facing advice, makes no credit determination and makes no automated financial recommendations. It is based in New York.
Customer & Banking Agents B psympl.com
R
Revio Insight
Revio Insight shows community and regional banks and credit unions where their customers are banking elsewhere and where deposits are leaving. It reads the institution's own core transaction data and flags retention risks and growth opportunities for marketers, lenders and relationship managers. Detection runs on deterministic rules, not AI. Each signal, such as outbound transfers to a competitor or stopped payroll deposits, stores the evidence that triggered it and gets a priority score. AI sits on top, writing digests, suggesting where to start and answering questions in plain English through an agent and an MCP server. It syncs audiences to HubSpot and runs as a skill inside Creatio. Sunwest Bank's president says the bank captured $50 million in commercial card volume with it. Revio holds SOC 2 Type II, runs its AI on AWS Bedrock without training on customer data, and keeps data in the United States. Revio Analytics, Inc. is based in Austin.
Customer & Banking Agents C revioinsight.com
S
Serene
Serene applies behavioral science to transactional data so banks, lenders and fintechs can detect financial vulnerability before it becomes arrears, harm or a complaint, which is the point at which firms usually notice. Three products run in sequence: one segments customers against the regulator's own drivers of vulnerability and surfaces early signals across health, life events, resilience and capability, a second forecasts how a customer's circumstances are likely to move so support can be timed rather than reactive, and a third recommends specific interventions from tailored messaging to proactive outreach. Output is designed to be auditable so firms can evidence outcomes under the UK Consumer Duty. The company describes itself as infrastructure for financial care and counts a major UK bank as both investor and user.
Customer & Banking Agents A myserene.io

Common questions

Is there a directory of AI personalization and customer engagement vendors for banks?

Yes. The AI FinTech Index lists 9 AI personalization and customer engagement vendors for banks, each graded on the same 15 capability axes from public sources, with the artifact every grade was read from attached to the record. No vendor pays for inclusion, placement or rating, no vendor is contacted before it is listed, and nothing sits behind a form. Counts generated 2026-10-20.

What counts as banking personalization and engagement in this directory?

Screened to products that analyze customer data to drive engagement. Conversational agents are held separately. The index holds 9 vendors meeting that screen, drawn from a wider Customer & Banking Agents category and from adjacent categories where the vendor belongs on the same shortlist. A vendor filed under a different category can still appear here, because a buyer building this shortlist does not sort by our filing.

What should a buyer check before shortlisting banking personalization and engagement vendors?

Start with what this segment does not publish. Across the 9 indexed vendors, the thinnest parts of the public record are liability and customer recourse at 0 percent, deployment model and data residency at 11 percent, and AI governance and bias testing at 22 percent. A thin public record predicts the length of a diligence process rather than the absence of a control, so these are the questions to put in writing early. These systems infer financial circumstances, including vulnerability and distress, from transaction data the customer provided for a different purpose. Ask what inference is acted on, what the customer can see, and whether an inference of vulnerability changes what is marketed to them.

Other directories in Customer & Banking Agents

One category is several buying decisions sharing a label. Each of these narrows the same market to a different one.

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AI FinTech Index

The AI FinTech Index is an independent index that tracks changes to AI vendors in financial services. It holds 610 vendors across banking, lending, insurance, wealth, capital markets and financial crime compliance, each graded on the same 15 capability axes from public sources. No vendor pays for inclusion, placement, or rating.

Index Status
Last index update
October 20, 2026
The AI FinTech Index is an editorial reference, not a regulatory body. Vendor data is verified against published sources and public regulatory filings. Figures labeled “Estimated” have not been confirmed by the vendor. See the Methodology page for evaluation standards and limitations.
© 2026 AI FinTech Index
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