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Industry Solutions · Banking & Finance · Fina

FINA — The banking chatbot that never leaves your servers.

LLM-powered banking AI. Indic language voice support. 150+ banking intents. Zero external API calls. Connects directly with your existing core banking software. Deployable in 6 months.

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150+


Banking Intents Supported

0


External API Calls

<2s


Response Time

100%


On-Premise

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Architecture

Classification, not generation.

Every response is classified from a domain-trained model and delivered via a pre-approved template. No hallucinations. No surprises in a regulated environment.

Step 1
Customer Input

Voice or text in Indic languages, native script. WhatsApp · Web · App · IVR

Step 2
Local STT

Speech-to-Text on-premise. No cloud audio processing. Zero data transfer.

Step 3
Intent Engine

Fine-tuned LLM classifies from domain-trained intent library. No hallucinations.

Step 4
Business Logic

Routes to pre-approved template or calls your existing system API.

Step 5
Response

Customer's language. Optional local TTS. Sub-2s at 500+ concurrent users.

Live Banking Session

From a routine enquiry to an emergency card block.

Four distinct banking scenarios handled end-to-end — entirely on your infrastructure, without any cloud processing.

Note: FINA acts as the messenger — executing actions through your existing banking APIs. It does not store or own any transaction data independently.

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Deployment Roadmap

Full go-live in 6 months.

Phase 01

Month 1-2

Information & Inquiry

Balance enquiry, transaction history, branch & ATM locator, loan FAQs. Read-only — zero transaction risk. Builds confidence with IT and compliance before Phase 02.

Phase 02

Month 3-4

Self-Service Transfers

Own-account transfers, intra-bank fund transfers, MPIN/OTP verification, saved beneficiary management. Call centre volume reduction begins measurably at this phase.

Phase 03

Month 5-6

Full Transactional

BEFTN/RTGS transfers, utility payments, mobile top-up, full card management. Projected 40–60% reduction in call centre volume at full go-live.

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Security & Compliance

Enterprise-grade security by design.

Continuous Session Validation

JWT validation on every message — no interaction proceeds without verified identity context. Session hijacking prevention built in.

PII Masking in All Logs

Account numbers, amounts, and user IDs masked across all stored records. Privacy at the core of every log entry.

Zero External API Dependency

No data sent to OpenAI, Google, or any third party. Every computation runs on your own servers — always.

GDPR & PCI-DSS Aligned

7-year data retention support. Tamper-proof audit trails. Compliance architecture designed in from day one, not retrofitted.

Projected 40–60% call centre reduction.

Full go-live in 6 months.

Talk to our team about what a FINA deployment looks like for your institution.

OUR LOCATIONS

GREATER NYC

100 Overlook Center,

2nd. Floor, Princeton,

New Jersey 08540, USA

BAY AREA

2880 Zanker Road,

Suite 203, San Jose,

California 95134, USA

SOUTH EAST & LATAM

848 Brickell Avenue,

Penthouse 5, Miami,

Florida 33131, USA

DUBLIN, IRELAND

2 Dublin Landings,

North Wall Quay,

Dublin 1 Dublin, D D01 V4A3


KOLKATA, INDIA

Adventz Infinity @5

6th Floor, 608, HCHP+W8J, Street Number 18, BN Block, Sector V, Bidhannagar, Kolkata, West Bengal,

700091, India

INDORE, INDIA

Room No:101, 1st Floor- 101,

MPSEDC Building Plot No 03,

IT Park Sinhasa , Dhar Road, Indore

452013, India


SHILLONG, INDIA

Shillong Technology Park,

New Shillong,

Meghalaya,

793012, India

contact@halsaglobal.io | Call Us +1 (609) 418-7069

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