COOL AI

COOL AI · Industry solutions

Finance & banking

Understand risk. Serve with precision.

Loan, transaction, customer and compliance materials are fragmented, requiring repeated checks.

  • Credit-risk assessment
  • Fraud & transaction investigation
  • Regulatory & compliance review
  • Customer service
  • Business insight & personalized offers
See 5 business scenarios

The connected value chain

Finance & banking

One business event. Three ways to work.

One application · Risk & authorised decisions

People connect each step

AI accelerates individual tasks

Shared evidence, coordinated decisions, continuous feedback

Business event

  1. Needs & consent

    Retains handoff evidence

  2. Operating evidence

    Participates in review

  3. Risk review sheet

    Participates in review

  4. Decision terms draft

    Participates in review

  5. Monitoring record

    Retains handoff evidence

  6. Review comments

    Retains handoff evidence
COOL AI · Agent OSSame event

Operating evidence / consent / risk terms

Updated operating evidence · same application

Shared case evidence → coordinated options → confirmation → feedback

  • 01Continue review: check consent
  • 02Further checks: clarify risk terms
  • 03Revise proposal: authorised review
Awaiting human confirmation · No automatic approval
  1. 01Change received
  2. 02Impact assembled
  3. 03Awaiting human confirmation
  4. 04Delivery feedback
Awaiting human confirmation

Risk & compliance review

03Risk & compliance

Receives
Versions & missing items
Produces
Risks, rules & terms
Confirmed by
Risk & compliance review

Business updates operating evidence

Traditional

The manager relays evidence; evidence, risk and compliance review in sequence, then authorised staff decides.

Point AI

Extraction, risk detection and rule search return separate results; authorised staff reconciles versions and terms.

AI Native · COOL AI

Updated evidence links risk comments, authorised terms and monitoring. Authorised staff decides; credit is not granted automatically.

Monitoring changes & risk outcomes → authorised review → next assessment

Illustrative business scenario

Business scenarios

Clearer risks. More responsive service.

01

Credit-risk assessment

Before

Loan documents arrive through multiple channels, hiding gaps and risk leads.

  • Loan documents are scattered and requested repeatedly.
  • Risk leads are found by hand.

With COOL AI

Consolidate loan materials, check gaps and risk leads and prepare an assessment summary for authorized review.

  • Documents are combined and gaps flagged.
  • Risk leads are linked into an assessment summary.
  • Approvers decide from the summary.

What you get

  • Document-gap and risk list
  • Credit-assessment summary

Reference reporting periods, document sources and policy clauses.

Credit document checkIllustration
Missing
Last three months' statements (illustration)
Risk lead
Litigation at related company
Source date
Public record, updated last month
To investigate
Customer concentration
02

Fraud & transaction investigation

Before

Many alerts and scattered transaction leads slow investigation preparation.

  • Alert volumes are high and reviewed one by one.
  • Linked accounts and leads are hard to connect.

With COOL AI

Relate unusual transactions, accounts and events to prepare alerts and investigation material.

  • Unusual transactions link to accounts, devices and history.
  • Investigation packets are prepared at once.

What you get

  • Linked risk leads
  • Alert summary and investigation packet

Separate leads from verified facts and retain transaction paths.

Investigation packetIllustration
Alert
Night-time small transfers (illustration)
Linked
Three accounts on one device
Timeline
Within 7 days of opening
Pending
Risk staff verify
03

Regulatory & compliance review

Before

Policy changes make reviewing business material against new rules time-consuming.

  • Mapping new rules to policies takes long.
  • Review conclusions lack traceable basis.

With COOL AI

Compare current regulations and internal policies to flag differences and missing material.

  • Clause differences are listed.
  • Checklists keep traceable sources.

What you get

  • Clause differences and checklist
  • Compliance-review summary

Retain versions, clauses and source locations.

Clause differencesIllustration
New clause
KYC review frequency (illustration)
Internal
Current manual ch. 3
Gap
Shorter cycle for high-risk clients
Owner
Compliance and operations
04

Customer service

Before

Customer questions, application status and follow-ups are scattered.

  • Customer questions pass through several hands.
  • Follow-ups live in personal notes.

With COOL AI

Organize authorized service information to prepare responses and follow-ups.

  • Consistent answers follow products and policy.
  • Next steps and follow-ups are recorded.

What you get

  • Service response and next-step list
  • Follow-up record

Check authorization scope and current service rules.

Service follow-upIllustration
Question
Early repayment steps (illustration)
Basis
Product terms
Next
Book relationship manager
Status
Awaiting customer time
05

Business insight & personalized offers

Before

Customer segments, reports and campaigns use inconsistent definitions.

  • Business analysis relies on manual data pulls.
  • Campaign segments are coarse.

With COOL AI

Compare trading changes and customer needs to prepare analysis and suitable service options.

  • Changes and causes are summarised.
  • Segments follow needs for better-fit service.

What you get

  • Business analysis and customer segments
  • Personalized service and campaign plan

Check definitions, consent and suitability.

Segment analysisIllustration
Segment
Young payroll customers (illustration)
Need
Savings plans, cards
Channel
Mobile banking
Decides
Business staff choose

Start with your business question.

Understand risk. Serve with precision.

Contact us