New
Agentic credit intelligence

Underwrite MSME loans in minutes, not weeks.

AI agents turn messy applications — scanned IDs, bank statements, handwritten ledgers — into a decision-ready credit memo, checked against your lending policy. Your officers make the final call.

AI credit assistant
AI credit assistant
Online
Encrypted and secure
Credit assistant
Hi, welcome! I'll help you apply for a business loan. Please fill in the basic details below.
View submitted form →
Submitted: loan application
10:31 AM ✓✓
Credit assistant
Thanks, Alex. Please upload your latest bank statements and sign the credit bureau and eKYC consent.
Bank statements
Consent form
Statement_Aug–Oct.pdf
3 months · 1.2 MB
Consent form
Signed
10:33 AM ✓✓
Credit assistant
Consent received, thank you. Your statement covers 3 months, but this loan needs 6 months. Could you upload May to October? Please also upload your business certificate.
Bank statement · 6 months
Business certificate
Statement_May–Oct.pdf
6 months · 2.4 MB
Business_certificate.pdf
0.4 MB
10:36 AM ✓✓
Credit assistant
All documents received and verified. Running your checks now.
✓ Documents & consent complete
Type your message…
Application progress
Step 2 of 5
40%
✓
Basic information
Completed
2
Documents & consent
In progress
3
Financial review
4
Credit assessment
5
Decision & offer
Step 3 of 5
60%
✓
Basic information
Completed
✓
Documents & consent
Completed
3
Financial review
In progress
4
Credit assessment
5
Decision & offer
Here to help, 24/7
Ask anything about your application.
Bank statement extracted
✓ 6 months · 98% confidence
Borrower side
Applicant chats with the AI credit assistant
Loan officer portal
Checks run in the background
Meet us at Booth 5C25, SFA Singapore Pavilion
Book a meeting

Lending breaks before the credit decision.

Most of a credit officer's day goes on chasing documents, re-keying numbers and writing memos. Very little of it goes on judgement.

ACQUISITION
Applications arrive incomplete
Endless document chasing.
APPLICATION
Manual parsing stalls files
Hours to days per file, with entry errors.
ASSESSMENT
Analysis done by hand
Statements checked line by line.
UNDERWRITING
Credit memo is manual
Hours spent writing rationale notes.

The result: weeks of turnaround time, limited visibility and messy data.

The fix

Agentic credit intelligence runs all four at once, within minutes.

One intelligence layer that fits into the stack you already run.

1Conversational AIAny document, PDF or scanned image
2Onboarding agentCollects and checks
3Brain engineSix analyses, one credit memo
4Domain knowledgePolicy and continuous monitoring
Bank statementsPDF
Financial statementsPDF
Tax returnsPDF
Government-issued IDSCAN
20+ document types supported
Collect. Verify. Follow up.
AI credit assistant chatbot orb
KYB
Fraud check
Online presence
Income
Expense
Cash flow
Credit
memo
Audit-ready
Policy
Your lending rules, plus country and product knowledge.
Continuous monitoring
Repayments and macro signals keep each profile current.
Agent orchestrationHow agents work together
Financial agent orchestrationWorkflow / state machineLLM gateway
IntegrationsData it reads from
Core banking & LOSCredit bureauGovernment registriesYour institution's own dataData aggregation

What changes for your credit team.

Illustrative figures based on internal benchmarks for an SME loan application. Actual results depend on product, data and policy.

90%
faster credit decisions
70%
less manual underwriting effort
3x
underwriting capacity
How it works

Your best credit officer's process, on every file.

Specialised agents handle each stage of the credit lifecycle against your policy. Every figure links back to the page it came from, and your officers make the call.

Onboarding agent

Complete the application

Applicants apply through a guided AI assistant that knows what your credit team needs.

  • Collect the documents your team needs
  • Clarify incomplete/inconsistent answers from borrowers
  • Screen applicants against your eligibility rules
AI credit assistant
AI credit assistant
Online
Encrypted and secure
Credit assistant
Your statement covers 3 months, but this loan needs 6 months. Could you upload May to October?
Bank statement · 6 months
Statement_May–Oct.pdf
6 months · 2.4 MB
10:36 AM ✓✓
Credit assistant
All documents received and verified.
✓ Documents & consent complete
Type your message…
Application progress
Step 2 of 5
40%
✓
Basic information
Completed
2
Documents & consent
In progress
3
Financial review
4
Credit assessment
5
Decision & offer
Step 3 of 5
60%
✓
Basic information
Completed
✓
Documents & consent
Completed
3
Financial review
In progress
4
Credit assessment
5
Decision & offer
LLM analysis
Alex Morgan Trading
PROPOSED CATEGORY
Trade
Small grocery shop · food retail
CONFIDENCE
88%
WHY THIS CATEGORY
✓
Business account
All 96 deposits are sales · no salary
Business
✓
Food retail
Sales income · wholesale stock purchases
Keyword match
✓
Seasonal
Peaks at year-end and Songkran
Verification agent

Verify the business behind the application

Business identity is checked against document and transaction evidence.

  • Compare declared activity across documents
  • Cross-check business identity
  • Read seasonal patterns
Fraud agent

Detect fraud and risk signals

Altered documents and unusual activity are surfaced and linked back to their source.

  • Cross-check every submitted document
  • Spot edits through metadata and running balance checks
  • Flag gambling and betting
  • Check online presence via Google Maps and more
Fraud checks
3 flags to review
Document cross-check
Statement holder ≠ applicant name
✕ Mismatch
Metadata
Edited after export · 2 saves
⚠ Edited
Running balance
1,284 lines re-added · 13 Jul off by ฿2,500
✕ 1 line
Online presence
Google Maps listing · address matches
✓ Verified
Gambling & betting
180 transactions scanned
✓ None
Cash flow analysis
Apr – Sep 2026
↗ Total inflow
฿796,860
Business income
฿739,120
Excluded as non-income
฿57,740
Salary
฿0
↘ Total expenditure
฿765,832
Net movement
฿31,028
Cash flow trend
Income
Other inflow
Expenses
Debt service coverage
1.8×
2 transactions flagged for analyst review
Underwriting agent

Gain full financial visibility

With cash flow mapped from raw statements, analysts judge repayment capacity in minutes.

  • Understand income, expenses and cash flow instantly
  • Assess repayment capacity under various scenarios
  • Flag transactions requiring analyst review
Underwriting agent

Get an instant credit memo

Every finding comes together in one audit-ready memo, mapped to your policy.

  • Every figure linked to its source
  • Open points flagged for review
  • Your officer makes the call
Credit memo
Pending sign-off
Alex Morgan Trading
Business micro loan · ฿150,000 · 12 months
✓
Business verified
KYB and identity checks passed
Strong
✓
Repayment capacity
Debt service coverage 1.8×
Healthy
!
2 points to confirm
Large one-off receipts · buyer address
Review
Recommendation: approve
Subject to review points
Sign off
Repeat loan assessment
Assessment in progress
New request
฿75,000
Paid instalments
7 of 12
Monthly repayment
฿13,784
Due
Amount
Paid on
Status
12 May
฿13,784.25
11 May
● On time
12 Jun
฿13,784.25
12 Jun
● On time
12 Jul
฿13,784.25
14 Jul
● 2 days late
Updated financial health
Monthly income
↓ 11.8% vs baseline
Operating costs
↑ 3.1% vs baseline
KYB & agent reassessment
Business still active
✓
New statements checked
✓
Affordability
Re-check
Updated credit memo ready
Assigned to Narin T. · Credit officer
Review updated credit memo →
Monitoring agent

Monitor borrowers after disbursement

Repayments and fresh statements keep each risk profile current.

  • Track repayment behaviour over time
  • Identify changes in financing capacity
  • Review alerts before extending credit
Document intelligence

Reads the documents your borrowers actually have.

Clean digital files or phone-camera scans. Every field is extracted, checked against the rest of the file and linked back to the page it came from.

PDF
Scanned images
Powered by mindox
Bank statements
Invoices & purchase orders
Contracts & agreements
Government-issued ID
Financial statements
Tax returns
Payslips & employment certificates
E-wallet & digital-payment statements
Handwritten business records
Utility bills
Property titles & vehicle registration
Who it serves

For lenders growing their MSME book.

Banks
Commercial and mid-tier banks investing to win MSME share, held back by traditional processes and manual underwriting costs.
Bring intelligence to your credit workflow
Non-bank lenders and fintechs
Digital-first lenders who need automated underwriting without building a credit-AI team from scratch.
Scale lending, not headcount
Supply-chain and embedded finance
Factoring and BNPL platforms financing MSMEs at high volume, needing real-time risk and limit decisions on every transaction.
Integrate into your platform
Start with a pilot

See it on your own applications.

A focused pilot shows the difference against your current process before you commit.

01
Scope
One loan product and an agreed application sample.
02
Baseline
Record current review time and analyst effort.
03
Evaluation
Compare agent assessments with officer reviews.
04
Decision
Agree success measures and rollout criteria.
Book a pilot conversation
Our team will reply within one business day.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
FAQ

Questions lenders ask us.

Does it make the credit decision on its own?

No. Agents prepare the evidence, analysis and a recommended approve or decline in an audit-ready memo. Your officers review and sign off on every decision.

Which documents and formats can it read?

Bank statements, invoices, contracts, IDs, financial statements, tax returns, payslips, e-wallet statements, handwritten records, utility bills and property titles, as PDFs or scanned images.

Do we need to replace our loan origination system?

No. It connects to your core banking system, LOS, credit bureau and government registries.

How do we get started?

With a pilot on one loan product and an agreed sample of applications, measured against your current review time and effort.