Finance
LLM applications deployed in banking workflows — from customer service and report generation to contract summarisation and internal knowledge retrieval.
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Years in production
Industry overview
Large language model applications deployed across banking operations — handling customer queries, generating regulatory reports, summarising contracts, and surfacing internal knowledge for relationship managers.
At a glance
Banks generate and consume enormous volumes of text — analyst reports, customer communications, regulatory filings, internal policies, and loan documentation. GenAI is the first technology that can read, understand, and produce this content at the speed financial operations require.
ArrayMatic builds customer-facing chatbots that handle complex account queries, internal knowledge retrieval tools for relationship managers, automated report generation for finance and compliance teams, and contract summarisation tools for legal and operations. All systems are built with hallucination guardrails, audit logging, and data residency controls appropriate for regulated industries.
Key capabilities
Engagements are scoped to your business context — these are the core capabilities we bring to finance clients.
Customer-facing financial query chatbots with account data integration
Automated earnings and regulatory report generation
Contract and policy clause summarisation
Internal knowledge retrieval for relationship managers
Personalised product and offer recommendations
Hallucination guardrails and audit logging for regulated use
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