# HAPP AI in a bank — case study > How one AI assistant replaced a contact center — handling client requests, advising on products, and protecting from fraud around the clock. - **Case study:** Bank — 92% of requests handled without an operator. - **Industry:** Fintech / Banking - **Page:** https://happ.tools/cases/bank - **Action:** [Open HAPP Dashboard](https://my.happ.tools/) ## The numbers *Results* - **92%** — of client requests handled by AI without an operator - **Requests · 1 800+** — client requests per month via messengers - **Response · <2 s** — response time to a client around the clock ## What HAPP AI does in a bank *What the assistant does* From urgent help to loan advice — the assistant guides every client at every step. - **Client support 24/7** — Card blocking, balance, payment status — AI responds instantly without a queue. *(Please block my card · ✓ Card blocked)* - **Manager appointments** — A client picks a convenient time in a messenger — the assistant confirms and sends reminders. *(Book me with a manager · Tomorrow at 10:00 confirmed)* - **Loan consultations** — Payment calculation, required documents, terms — AI provides accurate info in seconds. *(Loan 100,000 UAH · Rate 14.9% p.a. · Payment ~4,200/mo)* - **FAQ answering** — Exchange rates, fees, account details, product terms — the assistant knows all current bank info. *(USD rate · Card limit · Bank details)* - **Security & verification** — Suspicious transactions, confirmation requests, alerts — AI reacts in seconds and protects clients. *(Suspicious transaction · Client confirmed in 3 s)* ## Hear how AI assists a bank client *Bank · Voice assistant* A real call recording — a client asks about loan terms and books a manager through the HAPP AI voice assistant. **Scenario:** Client asks about loan terms - **AI** — Good afternoon — this is the bank’s assistant. How can I help? - **Client** — I’d like to know the rate on a consumer loan. - **AI** — From 12.9% a year, for terms up to five years. - **Client** — And what do I need to apply? - **AI** — Your passport, tax number and a proof of income. - **AI** — A manager will call you back tomorrow at 11:00 — booked. 1 800+ requests a month · Under 2 s to answer · 92% without an operator ## The first line before and after HAPP AI What changed in the contact centre once the assistant started picking up. | | Before HAPP AI | After HAPP AI | | --- | --- | --- | | Missed requests | Up to 30% at peak hours | 0% — answered instantly | | Response time | 10–15 minutes in a queue | Under 2 seconds, around the clock | | Nights and weekends | The IVR menu and nothing else | Full service, every hour | | Card blocks and alerts | Wait for an operator | Confirmed in seconds | | The operator | Buried in repeat questions | On the cases that need a human | ## What the contact centre actually gets A full picture of dialog quality — with no manual checking. AI reads every conversation and shows who is really helping clients. - **Scoring — A score for every manager** — Every dialog is scored on 10+ criteria: speed, script adherence, objection handling and closing for action. - **Lost leads — Lost-lead detection** — AI finds the dialogs where the client was ready to sign and nobody closed — quoted, dated and costed. - **Benchmark — Team and industry benchmark** — Who leads, who lags — and where your conversion sits against comparable financial teams. - **Scripts — Script-adherence control** — Upload your checklist — AI verifies every stage of the conversation across 100% of dialogs. - **Reports — Reports in any format** — Export the analysis to PDF, Excel, CSV or Google Sheets — for management, compliance or your CRM. - **Control — Owner dashboard** — How many dialogs came in, how the team scores, how many leads were lost — on one screen, in real time. ## What the client says > Our contact center used to struggle with peak load — clients waited 15 minutes. After HAPP AI, 92% of requests are closed automatically, and operators handle only complex cases. Client satisfaction grew by 35%. > > — Oleksiy Bondarenko, Head of Customer Experience, Region Bank **92%** requests automated · **<2 s** response time · **+35%** client satisfaction ## How to connect HAPP AI to a bank From sign-up to the first automated request — under a day. ### Step 1 — Connect your communication channels Connect Telegram, Viber, WhatsApp or telephony — whichever channels your clients already use. 1. Sign up at my.happ.tools 2. Connect the channels you need under Channels 3. Watch incoming requests land in one inbox **Supported channels:** Telegram, Viber, WhatsApp Business, Voice telephony, Instagram Direct ### Step 2 — Set the assistant up for your bank Upload the knowledge base, set the scripts and connect your CRM — the assistant starts answering right away. 1. Upload the FAQ, rates and product documentation 2. Set up the support and verification scripts 3. Connect the CRM or core banking over API **What to prepare:** Knowledge base on products and rates, Scripts for the typical requests, API access to the bank systems (optional) ## Ready-made scenarios *Every vertical* The same scenario grid runs on every case page, this page’s own industry first. - **Fintech / Banking** — Loan payment reminder; Soft collection (0–30 days overdue); Suspicious transaction confirmation; Approval & new product notifications - **EdTech** — Free lesson booking; Course payment reminder; Feedback / NPS after module; Lapsed student reactivation - **E-commerce / Retail** — Website order confirmation; Undelivered parcel outreach; Sleeping buyer reactivation (90+ days); Voice product search by catalog - **Healthcare** — Appointment, doctor & slot selection; Visit reminder 24 hrs before; Primary care declaration signing; Lab results notification - **Beauty / Wellness** — Procedure booking; Pre-visit confirmation reminder; Lapsed client reactivation; Upsell of related procedures - **HoReCa / Restaurant** — Table or room booking; Delivery order acceptance; FAQ: hours, location, menu; Post-visit review collection - **Logistics / Delivery** — Delivery address & time confirmation; Client-initiated slot rescheduling; Undelivered parcel outreach; Complaint intake & escalation - **Real Estate / Auto** — Ad lead qualification; Viewing / test-drive booking; Re-engage 'didn't buy a year ago' base ## Other cases *Related* The same assistant, in three other industries. - [EdTech](https://happ.tools/cases/edtech) — 78% of leads converted without a manager. - [E-commerce](https://happ.tools/cases/ecom) — 89% of buyer requests handled without an operator. - [Restaurant](https://happ.tools/cases/restaurant) — 87% of guest requests handled without a manager. ## Frequently asked questions *FAQ* Answers to the most common questions about HAPP AI for bank. ### Does HAPP AI meet security requirements for banks? Yes. HAPP AI supports data encryption, access control and full audit logs. Integration happens via secured APIs — client data is not stored outside your infrastructure without your consent. ### Can the assistant block cards and perform operations? HAPP AI can trigger actions via your API (card blocking, application creation, etc.). Every critical action is confirmed by the client through verification — the assistant never performs operations without confirmation. ### How does HAPP AI integrate with banking systems? HAPP AI connects to core banking, CRM and internal systems via REST API or Webhook. Ready integrations exist for popular banking platforms; everything else is configurable. ### What happens when a client's question is outside the script? The assistant transfers the conversation to an operator with full chat context. The client doesn't notice the switch — the conversation continues seamlessly. ### How much does it cost for a bank? Pricing depends on request volume, number of channels and required integrations. Corporate plans are available for banks — contact us for a quote. ## Want the same results? We'll connect your bank Encryption, audit logs and verification on every critical action — with the first automated request inside a day. [Open HAPP Dashboard](https://my.happ.tools/)