IBOV 176,384 ▲ 2.11% IPSA 10,989 ▼ 0.33% IPC MEX 66,595 ▲ 0.74% MERVAL 3,226,382 ▲ 0.75% COLCAP 2,290.51 ▼ 0.10% BVL PERÚ 56,194.27 ▲ 1.09% USD/BRL5.11▼ 0.19% USD/MXN17.49▼ 0.33% USD/CLP925.26▼ 0.26% USD/COP3,243▼ 3.00% USD/PEN3.39▼ 0.21% USD/ARS1,487▼ 0.03% USD/UYU40.22▲ 1.20% USD/PYG6,055▲ 1.53% USD/BOB10.14▲ 4.01% USD/DOP58.48▼ 0.12% USD/CRC448.82▲ 1.40% USD/GTQ7.63▲ 2.28% USD/HNL26.72▲ 1.50% USD/NIO36.62▲ 0.26% USD/VES707.92▼ 0.13% USD/PAB1.00— 0.00% USD/BZD2.00— 0.00% USD/JMD158.07▲ 0.80% USD/TTD6.75▲ 1.32% EUR/BRL5.84▼ 0.96% BRENT 75.61 ▼ 0.90% WTI 71.18 ▼ 1.25% IRON ORE 161.91 — — COPPER 6.28 ▲ 1.12% GOLD 4,112 ▼ 0.44% SILVER 60.20 ▼ 0.29% SOY 1,188 ▲ 0.70% CORN 456.25 ▲ 6.66% WHEAT 647.00 ▲ 5.85% COFFEE 333.30 ▼ 6.63% SUGAR 14.85 ▼ 1.79% ORANGE JUICE 144.55 ▼ 3.57% COTTON 80.87 ▲ 6.18% COCOA 6,161 ▼ 2.35% BEEF 233.75 ▼ 0.64% CATTLE 352.80 ▼ 0.94% LITHIUM 72.28 ▼ 0.75% PETR4 39.49 ▲ 0.71% VALE3 74.12 ▲ 1.33% ITUB4 43.72 ▲ 2.65% BBDC4 18.52 ▲ 2.89% ABEV3 15.84 ▲ 0.76% BBAS3 20.37 ▲ 1.85% B3SA3 15.37 ▲ 3.92% WEGE3 46.38 ▲ 1.40% PRIO3 55.37 ▼ 0.43% SUZB3 41.55 ▲ 1.27% RENT3 40.38 ▲ 2.49% AZZA3 18.94 ▲ 2.60% CSAN3 4.02 ▲ 4.15% RAIZ4 0.36 ▼ 2.70% PCAR3 2.79 ▲ 1.09% GMAT3 3.98 ▲ 1.27% PSSA3 54.12 ▲ 1.44% CVCB3 1.26 ▲ 0.80% POSI3 3.97 ▲ 3.12% SLCE3 13.94 ▲ 1.09% NATU3 8.62 ▲ 1.89% BRKM5 6.49 ▲ 2.04% RANI3 7.99 ▲ 1.65% CSNA3 5.11 ▲ 6.46% CMIN3 5.04 ▲ 4.35% USIM5 8.43 ▲ 0.96% GGBR4 22.95 ▲ 2.09% ENEV3 26.88 ▲ 2.60% CPFE3 47.18 ▲ 1.92% CMIG4 11.29 ▲ 1.90% EQTL3 40.42 ▲ 2.30% LREN3 14.81 ▲ 4.66% VIVT3 35.44 ▲ 2.72% RAIL3 13.92 ▲ 1.24% KLABIN 17.49 ▲ 0.52% RAIA DROGASIL 18.74 ▲ 3.36% RDOR3 35.99 ▲ 2.39% HAPV3 10.55 ▲ 4.77% FLRY3 16.28 ▲ 3.37% SMTO3 16.00 ▼ 0.31% UGPA3 30.61 ▲ 1.69% VBBR3 32.63 ▲ 1.65% BBSE3 39.82 ▲ 1.37% BPAC11 57.12 ▲ 2.59% CURY3 33.78 ▲ 3.30% AERI3 2.08 ▲ 0.97% VIVARA 23.24 ▲ 2.92% COMPASS 24.91 ▲ 0.93% VAMOS 3.04 ▲ 2.70% SANB11 27.15 ▲ 3.43% ASAI3 8.81 ▲ 4.14% SBSP3 30.88 ▲ 2.93% WALMEX 49.29 ▲ 0.55% GMEXICO 196.80 ▲ 0.75% FEMSA 223.74 ▲ 0.62% CEMEX 22.11 ▲ 1.84% GFNORTE 188.08 ▲ 1.47% BIMBO 56.19 ▲ 0.46% TELEVISA 9.59 ▲ 1.05% AMX 23.02 ▲ 1.68% GAP 410.13 ▼ 0.87% ASUR 283.79 ▲ 0.06% OMA 235.26 ▼ 1.15% KOF 182.35 ▲ 0.80% GRUMA 285.45 ▲ 1.01% KIMBER 38.34 ▼ 0.26% SQM-B 67,754 ▼ 1.95% COPEC 6,055 ▲ 0.58% BSANTANDER 78.71 ▲ 1.56% FALABELLA 5,881 ▲ 0.51% ENELAM 84.69 ▲ 0.63% CENCOSUD 2,054 ▼ 0.12% CMPC 1,125 ▲ 2.79% BANCO CHILE 188.49 ▲ 0.80% LATAM AIR 26.20 ▼ 0.76% YPF 74,300 ▼ 1.95% GGAL 8,110 ▲ 2.92% PAMPA 5,165 ▼ 0.77% TXAR 660.00 ▼ 0.68% ALUAR 973.00 ▲ 0.46% TGS 9,500 ▲ 2.04% CEPU 2,306 ▼ 0.39% MIRGOR 17,250 ▲ 0.29% COME 45.40 ▼ 0.04% LOMA NEGRA 3,510 ▲ 0.36% BYMA 310.00 ▲ 0.08% TELECOM ARG 4,153 ▲ 0.79% ECOPETROL 15.47 ▲ 0.52% BANCOLOMBIA 82.84 ▲ 2.36% GRUPO AVAL 5.07 ▲ 1.00% CREDICORP 398.30 ▲ 1.63% SOUTHERN COPPER 175.53 ▲ 0.63% BUENAVENTURA 30.07 ▲ 1.76% MERCADOLIBRE 1,858 ▲ 2.75% NUBANK 13.86 ▲ 1.35% XP 16.96 ▲ 3.32% PAGSEGURO 9.30 ▲ 3.28% STONE 11.18 ▲ 1.96% GLOBANT 30.37 ▼ 2.96% TECNOGLASS 44.14 ▲ 2.32% GAP AIRPORT 235.09 ▲ 0.26% ASUR 283.79 ▲ 0.06% OMA AIRPORT 107.52 ▼ 0.75% AMX ADR 26.30 ▲ 1.78% FEMSA ADR 127.72 ▲ 0.57% CEMEX ADR 12.63 ▲ 2.10% PETROBRAS ADR 17.17 ▲ 0.79% VALE ADR 14.49 ▲ 1.86% ITAU ADR 8.57 ▲ 3.44% SANTANDER BR 5.37 ▲ 4.47% AMBEV ADR 3.09 ▲ 1.48% CSN 1.01 ▲ 5.27% GERDAU 4.51 ▲ 2.27% LATAM ADR 56.52 ▼ 0.91% BTC 63,898 ▲ 1.12% ETH 1,787 ▲ 2.42% SOL 78.09 ▲ 0.06% XRP 1.10 ▲ 0.62% BNB 572.81 ▲ 0.76% ADA 0.17 ▼ 0.55% DOGE 0.07 ▲ 1.15% AVAX 6.72 ▲ 0.56% LINK 7.90 ▲ 2.19% DOT 0.87 ▲ 5.08% LTC 44.66 ▲ 2.04% BCH 248.93 ▲ 4.69% TRX 0.33 ▼ 0.47% XLM 0.19 ▲ 1.00% HBAR 0.07 ▲ 0.21% NEAR 1.89 ▼ 1.48% ATOM 1.58 ▲ 1.69% AAVE 95.02 ▲ 4.13% SELIC 14.25% EMBRAER 84.87 ▲ 1.20% EMBRAER ADR 66.48 ▲ 1.43% JBS 11.90 ▲ 1.41% JBS BDR 60.66 ▲ 1.02% MBRF3 15.77 ▲ 2.34% MBRFY 3.03 ▲ 1.00% INTER 5.84 ▲ 2.19% EGX 52,312 ▲ 0.54% USD/ZAR16.30▼ 0.15% USD/NGN1,376▼ 0.12% NIKKEI 68,558 ▲ 1.20% CSI300 4,781 ▼ 1.96% HSI 24,175 ▲ 0.60% NIFTY 24,207 ▲ 1.02% KOSPI 7,476 ▲ 2.52% JCI 5,924 ▲ 0.20% USD/JPY161.46▼ 0.57% USD/CNY6.76▼ 0.42% DAX 25,036 ▼ 0.33% CAC 8,313 ▼ 0.17% FTSE 10,490 ▲ 0.16% MIB 52,553 ▲ 0.33% IBEX 19,380 ▲ 0.30% STOXX 640.39 ▼ 0.07% EUR/USD1.14▲ 0.05% GBP/USD1.34▲ 0.18% SPX 7,560 ▲ 0.21% DJI 52,631 ▲ 0.27% NDX 29,769 ▲ 0.14% RUT 2,970 ▼ 0.77% TSX 35,235 ▲ 0.10% VIX 15.57 ▼ 1.70% USD/CAD1.41▼ 0.24% US10Y 4.5550 ▲ 0.35% IBOV 176,384 ▲ 2.11% IPSA 10,989 ▼ 0.33% IPC MEX 66,595 ▲ 0.74% MERVAL 3,226,382 ▲ 0.75% COLCAP 2,290.51 ▼ 0.10% BVL PERÚ 56,194.27 ▲ 1.09% USD/BRL 5.11 ▼ 0.19% USD/MXN 17.49 ▼ 0.33% USD/CLP 925.26 ▼ 0.26% USD/COP 3,243 ▼ 3.00% USD/PEN 3.39 ▼ 0.33% USD/ARS 1,487 ▼ 0.03% USD/UYU 40.22 ▲ 1.20% USD/PYG 6,055 ▲ 1.53% USD/BOB 10.14 ▲ 4.01% USD/DOP 58.48 ▼ 0.12% USD/CRC 448.82 ▲ 1.40% USD/GTQ 7.63 ▲ 2.28% USD/HNL 26.72 ▲ 1.50% USD/NIO 36.62 ▲ 0.26% USD/VES 707.92 ▼ 0.13% USD/PAB 1.00 — 0.00% USD/BZD 2.00 — 0.00% USD/JMD 158.07 ▲ 0.80% USD/TTD 6.75 ▲ 1.32% EUR/BRL 5.84 ▼ 0.94% BRENT 75.61 ▼ 0.90% WTI 71.18 ▼ 1.25% IRON ORE 161.91 — — COPPER 6.28 ▲ 1.12% GOLD 4,112 ▼ 0.44% SILVER 60.20 ▼ 0.29% SOY 1,188 ▲ 0.70% CORN 456.25 ▲ 6.66% WHEAT 647.00 ▲ 5.85% COFFEE 333.30 ▼ 6.63% SUGAR 14.85 ▼ 1.79% ORANGE JUICE 144.55 ▼ 3.57% COTTON 80.87 ▲ 6.18% COCOA 6,161 ▼ 2.35% BEEF 233.75 ▼ 0.64% CATTLE 352.80 ▼ 0.94% LITHIUM 72.28 ▼ 0.75% PETR4 39.49 ▲ 0.71% VALE3 74.12 ▲ 1.33% ITUB4 43.72 ▲ 2.65% BBDC4 18.52 ▲ 2.89% ABEV3 15.84 ▲ 0.76% BBAS3 20.37 ▲ 1.85% B3SA3 15.37 ▲ 3.92% WEGE3 46.38 ▲ 1.40% PRIO3 55.37 ▼ 0.43% SUZB3 41.55 ▲ 1.27% RENT3 40.38 ▲ 2.49% AZZA3 18.94 ▲ 2.60% CSAN3 4.02 ▲ 4.15% RAIZ4 0.36 ▼ 2.70% PCAR3 2.79 ▲ 1.09% GMAT3 3.98 ▲ 1.27% PSSA3 54.12 ▲ 1.44% CVCB3 1.26 ▲ 0.80% POSI3 3.97 ▲ 3.12% SLCE3 13.94 ▲ 1.09% NATU3 8.62 ▲ 1.89% BRKM5 6.49 ▲ 2.04% RANI3 7.99 ▲ 1.65% CSNA3 5.11 ▲ 6.46% CMIN3 5.04 ▲ 4.35% USIM5 8.43 ▲ 0.96% GGBR4 22.95 ▲ 2.09% ENEV3 26.88 ▲ 2.60% CPFE3 47.18 ▲ 1.92% CMIG4 11.29 ▲ 1.90% EQTL3 40.42 ▲ 2.30% LREN3 14.81 ▲ 4.66% VIVT3 35.44 ▲ 2.72% RAIL3 13.92 ▲ 1.24% KLABIN 17.49 ▲ 0.52% RAIA DROGASIL 18.74 ▲ 3.36% RDOR3 35.99 ▲ 2.39% HAPV3 10.55 ▲ 4.77% FLRY3 16.28 ▲ 3.37% SMTO3 16.00 ▼ 0.31% UGPA3 30.61 ▲ 1.69% VBBR3 32.63 ▲ 1.65% BBSE3 39.82 ▲ 1.37% BPAC11 57.12 ▲ 2.59% CURY3 33.78 ▲ 3.30% AERI3 2.08 ▲ 0.97% VIVARA 23.24 ▲ 2.92% COMPASS 24.91 ▲ 0.93% VAMOS 3.04 ▲ 2.70% SANB11 27.15 ▲ 3.43% ASAI3 8.81 ▲ 4.14% SBSP3 30.88 ▲ 2.93% WALMEX 49.29 ▲ 0.55% GMEXICO 196.80 ▲ 0.75% FEMSA 223.74 ▲ 0.62% CEMEX 22.11 ▲ 1.84% GFNORTE 188.08 ▲ 1.47% BIMBO 56.19 ▲ 0.46% TELEVISA 9.59 ▲ 1.05% AMX 23.02 ▲ 1.68% GAP 410.13 ▼ 0.87% ASUR 283.79 ▲ 0.06% OMA 235.26 ▼ 1.15% KOF 182.35 ▲ 0.80% GRUMA 285.45 ▲ 1.01% KIMBER 38.34 ▼ 0.26% SQM-B 67,754 ▼ 1.95% COPEC 6,055 ▲ 0.58% BSANTANDER 78.71 ▲ 1.56% FALABELLA 5,881 ▲ 0.51% ENELAM 84.69 ▲ 0.63% CENCOSUD 2,054 ▼ 0.12% CMPC 1,125 ▲ 2.79% BANCO CHILE 188.49 ▲ 0.80% LATAM AIR 26.20 ▼ 0.76% YPF 74,300 ▼ 1.95% GGAL 8,110 ▲ 2.92% PAMPA 5,165 ▼ 0.77% TXAR 660.00 ▼ 0.68% ALUAR 973.00 ▲ 0.46% TGS 9,500 ▲ 2.04% CEPU 2,306 ▼ 0.39% MIRGOR 17,250 ▲ 0.29% COME 45.40 ▼ 0.04% LOMA NEGRA 3,510 ▲ 0.36% BYMA 310.00 ▲ 0.08% TELECOM ARG 4,153 ▲ 0.79% ECOPETROL 15.47 ▲ 0.52% BANCOLOMBIA 82.84 ▲ 2.36% GRUPO AVAL 5.07 ▲ 1.00% CREDICORP 398.30 ▲ 1.63% SOUTHERN COPPER 175.53 ▲ 0.63% BUENAVENTURA 30.07 ▲ 1.76% MERCADOLIBRE 1,858 ▲ 2.75% NUBANK 13.86 ▲ 1.35% XP 16.96 ▲ 3.32% PAGSEGURO 9.30 ▲ 3.28% STONE 11.18 ▲ 1.96% GLOBANT 30.37 ▼ 2.96% TECNOGLASS 44.14 ▲ 2.32% GAP AIRPORT 235.09 ▲ 0.26% ASUR 283.79 ▲ 0.06% OMA AIRPORT 107.52 ▼ 0.75% AMX ADR 26.30 ▲ 1.78% FEMSA ADR 127.72 ▲ 0.57% CEMEX ADR 12.63 ▲ 2.10% PETROBRAS ADR 17.17 ▲ 0.79% VALE ADR 14.49 ▲ 1.86% ITAU ADR 8.57 ▲ 3.44% SANTANDER BR 5.37 ▲ 4.47% AMBEV ADR 3.09 ▲ 1.48% CSN 1.01 ▲ 5.27% GERDAU 4.51 ▲ 2.27% LATAM ADR 56.52 ▼ 0.91% BTC 63,898 ▲ 1.12% ETH 1,787 ▲ 2.42% SOL 78.09 ▲ 0.06% XRP 1.10 ▲ 0.62% BNB 572.81 ▲ 0.76% ADA 0.17 ▼ 0.55% DOGE 0.07 ▲ 1.15% AVAX 6.72 ▲ 0.56% LINK 7.90 ▲ 2.19% DOT 0.87 ▲ 5.08% LTC 44.66 ▲ 2.04% BCH 248.93 ▲ 4.69% TRX 0.33 ▼ 0.47% XLM 0.19 ▲ 1.00% HBAR 0.07 ▲ 0.21% NEAR 1.89 ▼ 1.48% ATOM 1.58 ▲ 1.69% AAVE 95.02 ▲ 4.13% SELIC 14.25% EMBRAER 84.87 ▲ 1.20% EMBRAER ADR 66.48 ▲ 1.43% JBS 11.90 ▲ 1.41% JBS BDR 60.66 ▲ 1.02% MBRF3 15.77 ▲ 2.34% MBRFY 3.03 ▲ 1.00% INTER 5.84 ▲ 2.19% EGX 52,312 ▲ 0.54% USD/ZAR 16.30 ▼ 0.06% USD/NGN 1,376 ▲ 0.08% NIKKEI 68,558 ▲ 1.20% CSI300 4,781 ▼ 1.96% HSI 24,175 ▲ 0.60% NIFTY 24,207 ▲ 1.02% KOSPI 7,476 ▲ 2.52% JCI 5,924 ▲ 0.20% USD/JPY 161.51 ▼ 0.52% USD/CNY 6.7645 ▼ 0.40% DAX 25,036 ▼ 0.33% CAC 8,313 ▼ 0.17% FTSE 10,490 ▲ 0.16% MIB 52,553 ▲ 0.33% IBEX 19,380 ▲ 0.30% STOXX 640.39 ▼ 0.07% EUR/USD 1.1435 ▲ 0.01% GBP/USD 1.3418 ▲ 0.10% SPX 7,560 ▲ 0.21% DJI 52,631 ▲ 0.27% NDX 29,769 ▲ 0.14% RUT 2,970 ▼ 0.77% TSX 35,235 ▲ 0.10% VIX 15.57 ▼ 1.70% USD/CAD 1.4139 ▼ 0.19% US10Y 4.5550 ▲ 0.35%
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Brazil Business - Brazil

Brazil: Big data and automation help credit industry democratize access

By · January 25, 2022 · 2 min read

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RIO DE JANEIRO, BRAZIL – The financial system and the credit industry have been undergoing constant transformations, notably with respect to the analysis of credit concessions to borrowers.

With so many innovations in platforms such as Pix, Open Banking and Cadastro Positivo giving access to new customers and markets, it is expected that the data generated by these systems will enable the creation of new services and products, for instance.

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Granting credit is no longer an investigation of the past, but an assessment of the future. (photo internet reproduction)
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In this context, granting credit transcends the analogical method of data verification, based on social capital: the main problem to be solved to reach a diagnosis is no longer investigating the past, but instead assessing the future of the borrower’s activity, through technologies based on big data and artificial intelligence (AI).

In the past, the information made available by government systems and agencies responsible for consumer borrower data has in fact always been very accurate. However, lacking consolidation, the time to collect, process, and even make this data available was tremendous.

Big data came to organize and consolidate the information in single platforms, allowing the lender to perform this same assessment in seconds, with only one CPF (Natural Persons Register) or CNPJ (National Registry of Legal Entities), for instance.

This modernization in the credit industry has created new opportunities for lenders, and has become a competitive agent. In other words, the faster and better the response, the better the credit. Nowadays it is possible to respond to limit analysis, concession and even make a PLD (Money Laundering Policy) with the support of big data systems.

It is possible to schedule queries in an extremely fast way, to mitigate analysis risks and even to program alerts for potential systemic issues or information inconsistency. These new techniques and the creation of methodology for research and data collection are contributing factors when it comes to the evolution of the credit industry.

All of this refinement and gains resulting from this system are a significant addition to the value of institutions’ businesses.

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