Portfolio
SN

Early-warning watchlist

480

Every customer here is fully current today — zero DPD, on-time payment history. The model predicts they will miss a payment in the next 14–90 days. A nudge now keeps them out of collections later.

Total signals
480
customers flagged · still current
Very high (≥80%)
115
action this week
High (60–79%)
134
action this fortnight
Pending action
192
96 in flight
Estimated rolls prevented
~85
if every very-high / high signal is actioned
Confidence
Predicted miss
CustomerConfidencePredicted missDriverRecommended actionAbility / willingnessStatus
KC
Kanya Cohen
Hat Yai, TH · Prime
Current · 0 DPD · last paid 14d ago
96%
Very high confidence
in 18d
24m on-time streak
Cashflow
Customer engaged hardship explainer twice without applying — leading indicator.
Soft check-in call (no collection language) within 48h
expected lift +34%
Hardship
Ability
16
Willing
76
snoozedOpen →
CA
Chen Adeyemi
Khon Kaen, TH · Near-prime
Current · 0 DPD · last paid 5d ago
96%
Very high confidence
in 15d
15m on-time streak
Telematics
Mortgage / rent direct-debit failure detected on linked accounts.
Schedule callback when borrower next opens portal
expected lift +22%
Recovery
Ability
2
Willing
28
resolvedOpen →
YM
Yuki Mehta
Hat Yai, TH · Prime
Current · 0 DPD · last paid 22d ago
96%
Very high confidence
in 18d
22m on-time streak
Macro
Telematics shows reduced commute pattern — possible job change.
Email · self-serve hardship explainer + portal link
expected lift +9%
Hardship
Ability
16
Willing
76
in flightOpen →
IW
Ingrid Whitman
Bangkok, TH · Prime
Current · 0 DPD · last paid 19d ago
96%
Very high confidence
in 22d
14m on-time streak
Bureau
Customer engaged hardship explainer twice without applying — leading indicator.
Soft check-in call (no collection language) within 48h
expected lift +34%
Hardship
Ability
4
Willing
76
snoozedOpen →
JP
James Pierce
Bangkok, TH · Prime
Current · 0 DPD · last paid 2d ago
96%
Very high confidence
in 22d
12m on-time streak
Cashflow
Telematics shows reduced commute pattern — possible job change.
Email · self-serve hardship explainer + portal link
expected lift +9%
Hardship
Ability
4
Willing
76
in flightOpen →
WT
Wei Tanaka
Phuket, TH · Sub-prime
Current · 0 DPD · last paid 9d ago
96%
Very high confidence
in 28d
34m on-time streak
Macro
Customer engaged hardship explainer twice without applying — leading indicator.
Soft check-in call (no collection language) within 48h
expected lift +34%
Recovery
Ability
4
Willing
53
snoozedOpen →
JS
Jia Srisawat
Hat Yai, TH · Prime
Current · 0 DPD · last paid 4d ago
96%
Very high confidence
in 26d
34m on-time streak
Macro
Customer engaged hardship explainer twice without applying — leading indicator.
Soft check-in call (no collection language) within 48h
expected lift +34%
Hardship
Ability
16
Willing
76
snoozedOpen →
MK
Marcus Kowalski
Khon Kaen, TH · Near-prime
Current · 0 DPD · last paid 20d ago
96%
Very high confidence
in 23d
25m on-time streak
Engagement
Mortgage / rent direct-debit failure detected on linked accounts.
Schedule callback when borrower next opens portal
expected lift +22%
Recovery
Ability
2
Willing
28
resolvedOpen →
RS
Rohan Silva
Hat Yai, TH · Prime
Current · 0 DPD · last paid 12d ago
96%
Very high confidence
in 26d
32m on-time streak
Bureau
Telematics shows reduced commute pattern — possible job change.
Email · self-serve hardship explainer + portal link
expected lift +9%
Hardship
Ability
16
Willing
76
in flightOpen →
RP
Ravi Patel
Bangkok, TH · Prime
Current · 0 DPD · last paid 9d ago
96%
Very high confidence
in 14d
24m on-time streak
Cashflow
Customer engaged hardship explainer twice without applying — leading indicator.
Soft check-in call (no collection language) within 48h
expected lift +34%
Hardship
Ability
4
Willing
76
snoozedOpen →
NP
Niran Phasuk
Bangkok, TH · Prime
Current · 0 DPD · last paid 17d ago
96%
Very high confidence
in 14d
22m on-time streak
Macro
Telematics shows reduced commute pattern — possible job change.
Email · self-serve hardship explainer + portal link
expected lift +9%
Hardship
Ability
4
Willing
76
in flightOpen →
PW
Pim Wattana
Khon Kaen, TH · Near-prime
Current · 0 DPD · last paid 13d ago
95%
Very high confidence
in 15d
13m on-time streak
Engagement
Bureau utilisation jumped from 62% → 91% in 30 days.
SMS · payment-method update nudge before cycle date
expected lift +11%
Recovery
Ability
2
Willing
28
pendingOpen →
KC
Kanya Cohen
Hat Yai, TH · Prime
Current · 0 DPD · last paid 5d ago
95%
Very high confidence
in 18d
20m on-time streak
Bureau
Macro shock to tourism segment — historical correlation to 30 DPD roll within 60 days.
Schedule callback when borrower next opens portal
expected lift +22%
Hardship
Ability
16
Willing
76
resolvedOpen →
IW
Ingrid Whitman
Bangkok, TH · Prime
Current · 0 DPD · last paid 10d ago
95%
Very high confidence
in 22d
10m on-time streak
Macro
Macro shock to tourism segment — historical correlation to 30 DPD roll within 60 days.
Schedule callback when borrower next opens portal
expected lift +22%
Hardship
Ability
4
Willing
76
resolvedOpen →
LO
Lukas Ortega
Khon Kaen, TH · Near-prime
Current · 0 DPD · last paid 3d ago
95%
Very high confidence
in 23d
23m on-time streak
Behavioural
Bureau utilisation jumped from 62% → 91% in 30 days.
SMS · payment-method update nudge before cycle date
expected lift +11%
Recovery
Ability
2
Willing
28
pendingOpen →
JS
Jia Srisawat
Hat Yai, TH · Prime
Current · 0 DPD · last paid 20d ago
95%
Very high confidence
in 26d
30m on-time streak
Cashflow
Macro shock to tourism segment — historical correlation to 30 DPD roll within 60 days.
Schedule callback when borrower next opens portal
expected lift +22%
Hardship
Ability
16
Willing
76
resolvedOpen →
RP
Ravi Patel
Bangkok, TH · Prime
Current · 0 DPD · last paid 25d ago
95%
Very high confidence
in 14d
20m on-time streak
Bureau
Macro shock to tourism segment — historical correlation to 30 DPD roll within 60 days.
Schedule callback when borrower next opens portal
expected lift +22%
Hardship
Ability
4
Willing
76
resolvedOpen →
EB
Elias Boonmee
Phuket, TH · Sub-prime
Current · 0 DPD · last paid 17d ago
94%
Very high confidence
in 28d
32m on-time streak
Bureau
Telematics shows reduced commute pattern — possible job change.
Email · self-serve hardship explainer + portal link
expected lift +9%
Recovery
Ability
4
Willing
53
in flightOpen →
KC
Kanya Cohen
Hat Yai, TH · Prime
Current · 0 DPD · last paid 19d ago
93%
Very high confidence
in 18d
14m on-time streak
Bureau
Customer engaged hardship explainer twice without applying — leading indicator.
Soft check-in call (no collection language) within 48h
expected lift +34%
Hardship
Ability
20
Willing
73
snoozedOpen →
SN
Sofia Nakamura
Ayutthaya, TH · Sub-prime
Current · 0 DPD · last paid 9d ago
93%
Very high confidence
in 24d
34m on-time streak
Macro
Customer engaged hardship explainer twice without applying — leading indicator.
Soft check-in call (no collection language) within 48h
expected lift +34%
Hardship
Ability
27
Willing
86
snoozedOpen →
CA
Chen Adeyemi
Khon Kaen, TH · Near-prime
Current · 0 DPD · last paid 21d ago
93%
Very high confidence
in 15d
11m on-time streak
Behavioural
Customer initiated 3 portal logins viewing arrears help — early intent signal.
Send WhatsApp · payment-plan pre-offer
expected lift +28%
Recovery
Ability
2
Willing
28
pendingOpen →
YM
Yuki Mehta
Hat Yai, TH · Prime
Current · 0 DPD · last paid 13d ago
93%
Very high confidence
in 18d
18m on-time streak
Cashflow
Two soft-credit pulls in last 14 days — multi-lender stress signal.
SMS · payment-method update nudge before cycle date
expected lift +11%
Hardship
Ability
16
Willing
76
pendingOpen →
JP
James Pierce
Bangkok, TH · Prime
Current · 0 DPD · last paid 18d ago
93%
Very high confidence
in 22d
8m on-time streak
Bureau
Two soft-credit pulls in last 14 days — multi-lender stress signal.
SMS · payment-method update nudge before cycle date
expected lift +11%
Hardship
Ability
4
Willing
76
pendingOpen →
JS
Jia Srisawat
Hat Yai, TH · Prime
Current · 0 DPD · last paid 9d ago
93%
Very high confidence
in 26d
24m on-time streak
Cashflow
Customer engaged hardship explainer twice without applying — leading indicator.
Soft check-in call (no collection language) within 48h
expected lift +34%
Hardship
Ability
20
Willing
73
snoozedOpen →
AH
Apirak Hartmann
Ayutthaya, TH · Sub-prime
Current · 0 DPD · last paid 24d ago
93%
Very high confidence
in 16d
14m on-time streak
Bureau
Customer engaged hardship explainer twice without applying — leading indicator.
Soft check-in call (no collection language) within 48h
expected lift +34%
Hardship
Ability
27
Willing
86
snoozedOpen →
MK
Marcus Kowalski
Khon Kaen, TH · Near-prime
Current · 0 DPD · last paid 11d ago
93%
Very high confidence
in 23d
21m on-time streak
Telematics
Customer initiated 3 portal logins viewing arrears help — early intent signal.
Send WhatsApp · payment-plan pre-offer
expected lift +28%
Recovery
Ability
2
Willing
28
pendingOpen →
RS
Rohan Silva
Hat Yai, TH · Prime
Current · 0 DPD · last paid 3d ago
93%
Very high confidence
in 26d
28m on-time streak
Macro
Two soft-credit pulls in last 14 days — multi-lender stress signal.
SMS · payment-method update nudge before cycle date
expected lift +11%
Hardship
Ability
16
Willing
76
pendingOpen →
SM
Suda Marchetti
Phuket, TH · Sub-prime
Current · 0 DPD · last paid 10d ago
92%
Very high confidence
in 20d
20m on-time streak
Bureau
Macro shock to tourism segment — historical correlation to 30 DPD roll within 60 days.
Schedule callback when borrower next opens portal
expected lift +22%
Recovery
Ability
4
Willing
53
resolvedOpen →
WT
Wei Tanaka
Phuket, TH · Sub-prime
Current · 0 DPD · last paid 25d ago
92%
Very high confidence
in 28d
30m on-time streak
Cashflow
Macro shock to tourism segment — historical correlation to 30 DPD roll within 60 days.
Schedule callback when borrower next opens portal
expected lift +22%
Recovery
Ability
4
Willing
53
resolvedOpen →
YM
Yuki Mehta
Hat Yai, TH · Prime
Current · 0 DPD · last paid 2d ago
91%
Very high confidence
in 18d
12m on-time streak
Cashflow
Telematics shows reduced commute pattern — possible job change.
Email · self-serve hardship explainer + portal link
expected lift +9%
Hardship
Ability
20
Willing
73
in flightOpen →
OS
Olu Schmidt
Ayutthaya, TH · Sub-prime
Current · 0 DPD · last paid 17d ago
91%
Very high confidence
in 24d
32m on-time streak
Bureau
Telematics shows reduced commute pattern — possible job change.
Email · self-serve hardship explainer + portal link
expected lift +9%
Hardship
Ability
27
Willing
86
in flightOpen →
PW
Pim Wattana
Khon Kaen, TH · Near-prime
Current · 0 DPD · last paid 4d ago
91%
Very high confidence
in 15d
9m on-time streak
Telematics
Auto-pay bounce risk model flags account · NSF probability 0.41.
Soft check-in call (no collection language) within 48h
expected lift +34%
Recovery
Ability
2
Willing
28
snoozedOpen →
KC
Kanya Cohen
Hat Yai, TH · Prime
Current · 0 DPD · last paid 21d ago
91%
Very high confidence
in 18d
16m on-time streak
Macro
Salary-deposit pattern slipped 4 days this month — predicted shortfall on next cycle.
Send WhatsApp · payment-plan pre-offer
expected lift +28%
Hardship
Ability
16
Willing
76
pendingOpen →
IW
Ingrid Whitman
Bangkok, TH · Prime
Current · 0 DPD · last paid 1d ago
91%
Very high confidence
in 22d
6m on-time streak
Cashflow
Salary-deposit pattern slipped 4 days this month — predicted shortfall on next cycle.
Send WhatsApp · payment-plan pre-offer
expected lift +28%
Hardship
Ability
4
Willing
76
pendingOpen →
RS
Rohan Silva
Hat Yai, TH · Prime
Current · 0 DPD · last paid 17d ago
91%
Very high confidence
in 26d
22m on-time streak
Macro
Telematics shows reduced commute pattern — possible job change.
Email · self-serve hardship explainer + portal link
expected lift +9%
Hardship
Ability
20
Willing
73
in flightOpen →
MD
Mei Dubois
Ayutthaya, TH · Sub-prime
Current · 0 DPD · last paid 7d ago
91%
Very high confidence
in 16d
12m on-time streak
Cashflow
Telematics shows reduced commute pattern — possible job change.
Email · self-serve hardship explainer + portal link
expected lift +9%
Hardship
Ability
27
Willing
86
in flightOpen →
LO
Lukas Ortega
Khon Kaen, TH · Near-prime
Current · 0 DPD · last paid 19d ago
91%
Very high confidence
in 23d
19m on-time streak
Engagement
Auto-pay bounce risk model flags account · NSF probability 0.41.
Soft check-in call (no collection language) within 48h
expected lift +34%
Recovery
Ability
2
Willing
28
snoozedOpen →
JS
Jia Srisawat
Hat Yai, TH · Prime
Current · 0 DPD · last paid 11d ago
91%
Very high confidence
in 26d
26m on-time streak
Bureau
Salary-deposit pattern slipped 4 days this month — predicted shortfall on next cycle.
Send WhatsApp · payment-plan pre-offer
expected lift +28%
Hardship
Ability
16
Willing
76
pendingOpen →
RP
Ravi Patel
Bangkok, TH · Prime
Current · 0 DPD · last paid 9d ago
90%
Very high confidence
in 14d
34m on-time streak
Macro
Customer engaged hardship explainer twice without applying — leading indicator.
Soft check-in call (no collection language) within 48h
expected lift +34%
Hardship
Ability
13
Willing
86
snoozedOpen →
AP
Ana Park
Phuket, TH · Sub-prime
Current · 0 DPD · last paid 18d ago
90%
Very high confidence
in 20d
18m on-time streak
Cashflow
Two soft-credit pulls in last 14 days — multi-lender stress signal.
SMS · payment-method update nudge before cycle date
expected lift +11%
Recovery
Ability
4
Willing
53
pendingOpen →
OS
Olu Schmidt
Ayutthaya, TH · Sub-prime
Current · 0 DPD · last paid 19d ago
90%
Very high confidence
in 24d
24m on-time streak
Cashflow
Customer engaged hardship explainer twice without applying — leading indicator.
Soft check-in call (no collection language) within 48h
expected lift +34%
Recovery
Ability
25
Willing
38
snoozedOpen →
JP
James Pierce
Bangkok, TH · Prime
Current · 0 DPD · last paid 24d ago
90%
Very high confidence
in 22d
14m on-time streak
Bureau
Customer engaged hardship explainer twice without applying — leading indicator.
Soft check-in call (no collection language) within 48h
expected lift +34%
Hardship
Ability
13
Willing
86
snoozedOpen →
EB
Elias Boonmee
Phuket, TH · Sub-prime
Current · 0 DPD · last paid 8d ago
90%
Very high confidence
in 28d
28m on-time streak
Macro
Two soft-credit pulls in last 14 days — multi-lender stress signal.
SMS · payment-method update nudge before cycle date
expected lift +11%
Recovery
Ability
4
Willing
53
pendingOpen →
MD
Mei Dubois
Ayutthaya, TH · Sub-prime
Current · 0 DPD · last paid 9d ago
90%
Very high confidence
in 16d
34m on-time streak
Macro
Customer engaged hardship explainer twice without applying — leading indicator.
Soft check-in call (no collection language) within 48h
expected lift +34%
Recovery
Ability
25
Willing
38
snoozedOpen →
KC
Kanya Cohen
Hat Yai, TH · Prime
Current · 0 DPD · last paid 10d ago
89%
Very high confidence
in 18d
10m on-time streak
Macro
Macro shock to tourism segment — historical correlation to 30 DPD roll within 60 days.
Schedule callback when borrower next opens portal
expected lift +22%
Hardship
Ability
20
Willing
73
resolvedOpen →
SN
Sofia Nakamura
Ayutthaya, TH · Sub-prime
Current · 0 DPD · last paid 25d ago
89%
Very high confidence
in 24d
30m on-time streak
Cashflow
Macro shock to tourism segment — historical correlation to 30 DPD roll within 60 days.
Schedule callback when borrower next opens portal
expected lift +22%
Hardship
Ability
27
Willing
86
resolvedOpen →
CA
Chen Adeyemi
Khon Kaen, TH · Near-prime
Current · 0 DPD · last paid 12d ago
89%
Very high confidence
in 15d
7m on-time streak
Engagement
Spend velocity up 22% w/w; same-segment cohort delinquency baseline is rising.
Email · self-serve hardship explainer + portal link
expected lift +9%
Recovery
Ability
2
Willing
28
in flightOpen →
YM
Yuki Mehta
Hat Yai, TH · Prime
Current · 0 DPD · last paid 4d ago
89%
Very high confidence
in 18d
14m on-time streak
Bureau
Customer engaged hardship explainer twice without applying — leading indicator.
Soft check-in call (no collection language) within 48h
expected lift +34%
Hardship
Ability
16
Willing
76
snoozedOpen →
JP
James Pierce
Bangkok, TH · Prime
Current · 0 DPD · last paid 9d ago
89%
Very high confidence
in 22d
34m on-time streak
Macro
Customer engaged hardship explainer twice without applying — leading indicator.
Soft check-in call (no collection language) within 48h
expected lift +34%
Hardship
Ability
4
Willing
76
snoozedOpen →
JS
Jia Srisawat
Hat Yai, TH · Prime
Current · 0 DPD · last paid 25d ago
89%
Very high confidence
in 26d
20m on-time streak
Bureau
Macro shock to tourism segment — historical correlation to 30 DPD roll within 60 days.
Schedule callback when borrower next opens portal
expected lift +22%
Hardship
Ability
20
Willing
73
resolvedOpen →