Customer service
Summarizes cases, emails, chats, and past interactions so agents do not start from zero every time
Bad source data means bad summaries. Simple rule.
Onboarding and KYC
Helps extract data from forms, IDs, statements, and uploaded documents
Human review still matters, especially for regulated checks
Case routing
Sends complaints, fraud claims, loan questions, and service requests to the right team based on type, risk, or priority
Routing rules need regular review, or old logic keeps sending work to the wrong place
Sales and relationship management
Gives advisors and relationship managers context before calls: recent activity, product history, open cases, follow-up tasks, suggested next steps, and possible contacts to involve
Suggestions should support judgment, not replace it
Finance workflows
Helps spot unusual entries, missing fields, approval delays, and reporting gaps
Finance teams need clear exception rules, not a mystery box
Customer insights
Groups customers by behavior, needs, product usage, and churn signals
If teams use this badly, it turns into spammy outreach. Nobody wants that
Internal knowledge
Helps employees find policy details, process steps, and case guidance faster by giving concise summaries for the exact enquiry instead of making people read a long article end to end
The knowledge base must be maintained. Otherwise, it becomes a very confident liar
Reporting
Helps managers read trends across sales, service, finance, and operations without digging through ten dashboards
Reports still need clear definitions, owners, and trusted source systems