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May 29, 2014 · 23m · mad

James Gutierrez, Insikt // Data Driven #27 // May 2014 (Hosted by FirstMark Capital)

James Gutierrez · 21m spoken
0:00 / 0:00
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At a FirstMark Capital event, Insikt CEO James Gutierrez explains how data science, modern fintech technology, and advanced risk modeling can fill the massive credit gap created by post-2008 banking regulations and expand financial access for non-prime consumers.

How this conversation actually went

Every chapter scored 0–10 on four independent dynamics. Hover any point for the reasoning behind the score. Matt holds 0.1% of the talking time here. How this is scored →

Matt as informed peer 0.0 Guest teaching 3.2 Guest disagreement 0.0 Matt pushing back 0.0
05100:0010:0020:000:36–2:40 · Matt as informed peer 0/10 Macroeconomic Shifts and Regulatory Impact on Credit James Gutierrez delivers a monologue introducing macroeconomic shifts, citing Dodd-Frank and the Credit Card Act's impact on reducing credit access. The host is silent throughout this segment.2:40–5:38 · Matt as informed peer 0/10 Transforming the Lending Value Chain through Technology Gutierrez outlines how technology transforms lending across underwriting, electronic payments, and mobile SMS collection strategies. The host does not speak or interject.5:38–14:49 · Matt as informed peer 0/10 Case Study and Lessons Learned from Progreso Financiero Gutierrez details lessons learned from founding Progreso Financiero, explaining the necessity of booking defaulted loans to train risk models. The monologue contains no host participation.14:49–21:16 · Matt as informed peer 0/10 Insikt's Risk Modeling and P2P Underwriting Strategy Gutierrez explains Insikt's underwriting methodology, detailing KS statistics, NPV optimization, and stress-testing portfolios against 2008-style economic downturns. The host remains silent.21:16–23:10 · Matt as informed peer 0/10 Securitization Investor Tools and Presentation Conclusion Gutierrez wraps up his keynote presentation showing investor analytics tools. Host Matt Turck speaks briefly at the end to thank the speaker.0:36–2:40 · Guest teaching 3/10 Macroeconomic Shifts and Regulatory Impact on Credit James Gutierrez delivers a monologue introducing macroeconomic shifts, citing Dodd-Frank and the Credit Card Act's impact on reducing credit access. The host is silent throughout this segment.2:40–5:38 · Guest teaching 3/10 Transforming the Lending Value Chain through Technology Gutierrez outlines how technology transforms lending across underwriting, electronic payments, and mobile SMS collection strategies. The host does not speak or interject.5:38–14:49 · Guest teaching 4/10 Case Study and Lessons Learned from Progreso Financiero Gutierrez details lessons learned from founding Progreso Financiero, explaining the necessity of booking defaulted loans to train risk models. The monologue contains no host participation.14:49–21:16 · Guest teaching 4/10 Insikt's Risk Modeling and P2P Underwriting Strategy Gutierrez explains Insikt's underwriting methodology, detailing KS statistics, NPV optimization, and stress-testing portfolios against 2008-style economic downturns. The host remains silent.21:16–23:10 · Guest teaching 2/10 Securitization Investor Tools and Presentation Conclusion Gutierrez wraps up his keynote presentation showing investor analytics tools. Host Matt Turck speaks briefly at the end to thank the speaker.0:36–2:40 · Guest disagreement 0/10 Macroeconomic Shifts and Regulatory Impact on Credit James Gutierrez delivers a monologue introducing macroeconomic shifts, citing Dodd-Frank and the Credit Card Act's impact on reducing credit access. The host is silent throughout this segment.2:40–5:38 · Guest disagreement 0/10 Transforming the Lending Value Chain through Technology Gutierrez outlines how technology transforms lending across underwriting, electronic payments, and mobile SMS collection strategies. The host does not speak or interject.5:38–14:49 · Guest disagreement 0/10 Case Study and Lessons Learned from Progreso Financiero Gutierrez details lessons learned from founding Progreso Financiero, explaining the necessity of booking defaulted loans to train risk models. The monologue contains no host participation.14:49–21:16 · Guest disagreement 0/10 Insikt's Risk Modeling and P2P Underwriting Strategy Gutierrez explains Insikt's underwriting methodology, detailing KS statistics, NPV optimization, and stress-testing portfolios against 2008-style economic downturns. The host remains silent.21:16–23:10 · Guest disagreement 0/10 Securitization Investor Tools and Presentation Conclusion Gutierrez wraps up his keynote presentation showing investor analytics tools. Host Matt Turck speaks briefly at the end to thank the speaker.0:36–2:40 · Matt pushing back 0/10 Macroeconomic Shifts and Regulatory Impact on Credit James Gutierrez delivers a monologue introducing macroeconomic shifts, citing Dodd-Frank and the Credit Card Act's impact on reducing credit access. The host is silent throughout this segment.2:40–5:38 · Matt pushing back 0/10 Transforming the Lending Value Chain through Technology Gutierrez outlines how technology transforms lending across underwriting, electronic payments, and mobile SMS collection strategies. The host does not speak or interject.5:38–14:49 · Matt pushing back 0/10 Case Study and Lessons Learned from Progreso Financiero Gutierrez details lessons learned from founding Progreso Financiero, explaining the necessity of booking defaulted loans to train risk models. The monologue contains no host participation.14:49–21:16 · Matt pushing back 0/10 Insikt's Risk Modeling and P2P Underwriting Strategy Gutierrez explains Insikt's underwriting methodology, detailing KS statistics, NPV optimization, and stress-testing portfolios against 2008-style economic downturns. The host remains silent.21:16–23:10 · Matt pushing back 0/10 Securitization Investor Tools and Presentation Conclusion Gutierrez wraps up his keynote presentation showing investor analytics tools. Host Matt Turck speaks briefly at the end to thank the speaker.

speaking balance: gold is Matt, purple is the guest (3 minute bins)

0:00 · Matt 0% · guest 100%0:00 · Matt 0% · guest 100%3:00 · Matt 0% · guest 100%3:00 · Matt 0% · guest 100%6:00 · Matt 0% · guest 100%6:00 · Matt 0% · guest 100%9:00 · Matt 0% · guest 100%9:00 · Matt 0% · guest 100%12:00 · Matt 0% · guest 100%12:00 · Matt 0% · guest 100%15:00 · Matt 0% · guest 100%15:00 · Matt 0% · guest 100%18:00 · Matt 0% · guest 100%18:00 · Matt 0% · guest 100%21:00 · Matt 0.7% · guest 99.3%21:00 · Matt 0.7% · guest 99.3%
Sharpest disagreement ▶ 13:10 Critique of regulatory ambiguity around alternative data

Gutierrez offers his strongest critique of current lending conditions, explaining how Regulation B creates policy hurdles for using alternative data like social media in credit declination decisions.

 Hardest push from Matt ▶ 23:08 Host presentation wrap-up

In a complete monologue presentation without host interventions, the host's brief concluding thank-you marks his only vocal entry.

 Biggest teaching moment ▶ 8:20 Quantifying required bad loans for predictive modeling

Gutierrez educates the audience on credit modeling realities, explaining that a company must originate roughly 10,000 loans to get the 1,000 defaults needed to build accurate algorithms.

 Matt holds his own ▶ 23:08 Host session conclusion

Because the host remained passive throughout this keynote-style talk, the host's concise session closure represents his sole active participation.
the scores for every segment, with the reasoning behind each
ChapterTopicMatt as informed peerGuest teachingGuest disagreementMatt pushing backWhy
Macroeconomic Shifts and Regulatory Impact on Credit 0300 James Gutierrez delivers a monologue introducing macroeconomic shifts, citing Dodd-Frank and the Credit Card Act's impact on reducing credit access. The host is silent throughout this segment.
Transforming the Lending Value Chain through Technology 0300 Gutierrez outlines how technology transforms lending across underwriting, electronic payments, and mobile SMS collection strategies. The host does not speak or interject.
Case Study and Lessons Learned from Progreso Financiero 0400 Gutierrez details lessons learned from founding Progreso Financiero, explaining the necessity of booking defaulted loans to train risk models. The monologue contains no host participation.
Insikt's Risk Modeling and P2P Underwriting Strategy 0400 Gutierrez explains Insikt's underwriting methodology, detailing KS statistics, NPV optimization, and stress-testing portfolios against 2008-style economic downturns. The host remains silent.
Securitization Investor Tools and Presentation Conclusion 0200 Gutierrez wraps up his keynote presentation showing investor analytics tools. Host Matt Turck speaks briefly at the end to thank the speaker.

Statements from this episode (8)

Assertion Contradicted
Gutierrez: Credit Card Act slashed addressable credit card market to 17%
“So the Credit Card Act by itself, before, ah, about 50% of households in America were part of the addressable market for credit card lending, and after the Credit Card Act, it's more around 17%.”
James Gutierrez May 29, 2014 ▶ 1:04
Assertion Partly supported
Gutierrez: Post-2008 regulations dropped available revolving credit by over $900 billion
“Revolving credit availability has dropped on an outstanding basis by over three hundred billion, on an available basis by over nine hundred billion.”
James Gutierrez May 29, 2014 ▶ 1:38
Assertion Supported
Gutierrez: Credit card availability to non-prime market dropped by $120B
“From 2009 to more recently, ah, there's been a reduction of about a hundred and twenty billion dollars of, Credit card availability to the subprime, nonprime market.”
James Gutierrez May 29, 2014 ▶ 2:07
Disclosure
Gutierrez: SMS proved more effective than phone calls for loan collections
“So my, ah, last company, we dealt with a lot of lower income borrowers who were primarily didn't have a computer at home, but had a mobile device, and so we used SMS very often for collections. So, you know, instead of calling somebody at one day late, we woul…”
James Gutierrez May 29, 2014 ▶ 4:25
Prediction Not checkable as stated
Gutierrez: Technology companies will replace traditional banks as future primary lenders
“And I think what you're saying is banks are reeling from like all this regulatory changes, but at the same time with technology, they're just not able to keep up, and you're saying the face of the new lenders of tomorrow are more technology companies and less,…”
James Gutierrez May 29, 2014 ▶ 4:52
Insight
Gutierrez: The most valuable credit underwriting data comes from booking bad loans
“What we learned there was like, you know, that sounds great, but actually what you need to do is just book some bad loans. Because you learn a lot from the loan, you know, you just make some loans, and then as you make some bad loans, you learn a lot. So, agai…”
James Gutierrez May 29, 2014 ▶ 9:47
Insight
Gutierrez: Lenders need roughly 1,000 defaulted loans to build a risk model
“What I kind of, you know, coalesced around was you needed about a thousand bads. So you got to basically make, you know, and if you want to have at least a starting business where it's not like 80% losses, so let's say it's 10%, That means you have to make, li…”
James Gutierrez May 29, 2014 ▶ 10:46
Assertion Supported
Gutierrez: Progreso Financiero issued over 500,000 loans with single-digit losses
“We actually lent to all of these people over 500,000 loans, and we did it with single digit losses, so we're, you know, we're pretty proud of ourselves there.”
James Gutierrez May 29, 2014 ▶ 14:29
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