dotData Feature Factory technology provides data-centric & programmatic feature discovery for data scientists & data engineers.
Joined May 2019
- Tweets 393
- Following 43
- Followers 267
- Likes 19
128 Photos and videos
Jun 10
Auto delinquencies are rising. Is your dealer scorecard enough? Our new blog reveals why traditional reports fail & how to shift to predictive dealer risk analytics.
Read: hubs.ly/Q04kBhfv0
#AutoLending #AI #dotData
16
Jun 9
Oct 2025: Auto delinquencies hit record highs. ๐จ
Is your risk model seeing drift, or just the average? Generic AI misses signals that drive ROA.
Signal Intelligence solves:
๐ Portfolio Drift
๐ Fair Lending
๐ Model Decay
hubs.ly/Q04kzK560
#FinTech #AutoLending
4
Jun 3
Traditional 30-60 DPD reports lag behind fast auto defaults. Relying on 6-8 week manual feature engineering kills recovery. Learn how dotDataโs Signal Intelligence detects roll rate velocity early & optimizes CPDC. ๐
Read: hubs.ly/Q04hBh7x0
#RiskManagement #AI
27
Jun 2
Auto loan delinquencies are hitting record highs, and synthetic fraud is a $3.3B threat. ๐
Our latest blog explores how AI-driven "Glass Box" analytics can close the 20% gap in loss projections.
hubs.ly/Q04hzWp10
#FinTech #AI #RiskManagement #dotData
1
17
Jun 2
Broad credit models treat a high-risk micro-segment like a safe national average, costing lenders millions in hidden defaults. Meet our team at #NAF2026 to see how Signal Intelligence exposes these precise portfolio blind spots. #AutoFinance
10
May 27
Auto delinquencies hit 6.6%. ๐ฉ
Legacy FICO misses "behavioral velocity." Switch from Black Box to Glass Box AI for better risk signals.
๐ Discovery
๐ ๏ธ Transparency
โ
Compliance
Automate more with dotData.
Read: hubs.ly/Q04hzS4S0
#AI #FinTech #dotData
26
May 26
US auto loss rates hit 10.06% in 2026. Is your risk model catching the "velocity" of these shifts? ๐
With 29.3% of trade-ins in negative equity, static views aren't enough. Explore our new diagnostic framework. ๐
hubs.ly/Q04hB52N0
#AutoLending #AI #RiskManagement #dotData
15
May 22
Auto fraud is a $9.2B crisis. The threat isn't just stolen IDsโit's synthetic profiles and fake income. Joshua Gordon explains how AI behavioral analysis stops the Four Fraud Horsemen.
Watch now: hubs.ly/Q04hBmQS0
#FinTech #AutoLending #AI #FraudDetection #CreditUnions
18
May 21
Is your risk model fighting the last war? ๐ก๏ธ๐
FICO canโt spot "Cash-Poor Prime" borrowers or AI synthetic fraud in 2026. Discover the 3 "Hidden Killers" draining your portfolio.
Read more: ๐ hubs.ly/Q04hpM1Y0
#AutoLending #AI #Fintech #Risk Management
8
May 14
Fighting for prime borrowers is a margin killer. ๐
25M "thin-file" consumers are hiding in plain sight. Stop rejecting invisible primesโdiscover AI signals in cash-flow & rent. ๐ก๏ธ
Go from "unscorable" to "approved" with dotData. ๐
hubs.ly/Q04gl1c-0
#AI #FinTech #dotData
21
May 13
GenAI isn't one-size-fits-all for eCommerce. ๐
While great for CX, it lacks the statistical rigor for deep analytics. Learn to combine #GenAI with automated feature discovery for true ROI. ๐
Full deep dive here:
hubs.ly/Q04glVgd0
#eCommerce #DataAnalytics #RAG #AI
31
May 11
We are on the ground at AFS East! If youโre tired of "black box" models and lagging indicators, letโs grab 15 minutes to discuss how Signal Intelligence finds the risk your scorecard misses.
Book here: hubs.ly/Q04dqz2k0
#AFSEast #AutoLending
19
May 7
One lender used Signal Intelligence to identify a niche segment with a 63% loss rate that their macro model missed. Thatโs $6.3M in avoided losses. Stop guessing and start detecting. See us at AFS East. hubs.ly/Q04dqvSc0
#RiskManagement #AFSEast
28
May 6
Auto delinquencies are rising. Is your dealer scorecard enough? ๐
Our blog reveals why traditional reports fail & how to shift to predictive dealer risk analytics.
๐นBeyond Average FICO
๐นSpotting "Power Booking"
๐นAI-driven signals
hubs.ly/Q04f8trN0
#AutoLending #AI
19
May 5
Oct 2025: Auto delinquencies hit record highs. ๐จ
Is your risk model seeing drift, or just the average? Generic AI misses signals that drive ROA.
Signal Intelligence solves:
๐ Portfolio Drift
๐ Fair Lending
๐ Model Decay
hubs.ly/Q04f8mMs0
#FinTech #AutoLending
17
Apr 29
Subprime delinquencies are at their highest level since the early 90s. Is your scorecard still relying on a lagging FICO? Your macro-models are missing the micro-signals that dictate actual ROA. Letโs talk at AFS East. hubs.ly/Q04dqDLT0
#AFSEast #Lending
18
Apr 29
Auto delinquencies hit 6.6%. ๐ฉ
Legacy FICO misses "behavioral velocity." Switch from Black Box to Glass Box AI for better risk signals.
๐ Discovery
๐ ๏ธ Transparency
โ
Compliance
Automate more with dotData.
Read: hubs.ly/Q04dqCmw0
#AI #FinTech #dotData
26
Apr 28
Legacy auto lending models can cost you:
1๏ธโฃ The "Safe NO"
2๏ธโฃ Synthetic Fraud
3๏ธโฃ Dealer Friction
4๏ธโฃ Systematic Risk
Stop relying on broad averages. See how Signal Intelligence finds micro-segments your models miss. ๐งต๐
hubs.ly/Q04dqXM-0
#FinTech #AI #AutoLoans
1
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Apr 23
Tired of generic marketing? ๐ค Use AI to create hyper-personalized experiences through customer micro-segmentation.
Learn more ๐ hubs.ly/Q04cDmhf0
#AI #Marketing #CustomerExperience #Analytics
9
Apr 22
Is your risk model fighting the last war? ๐ก๏ธ๐
FICO canโt spot "Cash-Poor Prime" borrowers or AI synthetic fraud in 2026. Discover the 3 "Hidden Killers" draining your portfolio.
Read more: ๐ hubs.ly/Q04cDltD0
#AutoLending #AI #Fintech #Risk Management
22