Risk Rap

Rapping About a World at Risk

Big Data for a Small World: SMEIoT

smeiotIoT

The world is a great big database and algorithmic wizards and mad data scientists are burning the midnight oil to mine the perplexing infinities of ubiquitous data points.  Their goal is to put data to use to facilitate better governance, initiate pinpoint marketing campaigns, pursue revelatory academic research and improve the quality of service public agencies deliver to protect and serve communities. The convergence of Big Data, Cloud Computing and the Internet of Things (IoT) make this possible.

The earth is the mother of all relational databases.  It’s six billion inhabitants track many billions of real time digital footprints across the face of the globe each and every day.  Some footprints are readily apparent and easy to see.  Facebook likes, credit card transactions, name and address lists, urgent Tweets and public records sparkle like alluvial diamonds; all easily plucked by data aggregators and sold to product marketers at astonishing profit margins.  Other data points are less apparent, hidden or derived in the incessant hum of the ever listening, ever recording global cybersphere.   These are the digital touch points we knowingly and unknowingly create with our interactions with the world wide web and the machines that live there.

It is estimated that there is over 20 billion smart machines that are fully integrated into our lives.  These machines stay busy creating digital footprints; adding quantitative context to the quality of the human condition.  EZ Passes, RFID tags, cell phone records, location tracking, energy meters, odometers, auto dashboard idiot lights, self diagnostic fault tolerant machines, industrial process controls, seismographic, air and water quality apparatuses and the streaming CBOT digital blips flash the milliseconds of a day in the life of John Q. Public.  Most sentient beings pay little notice, failing to consider that someone somewhere is planting the imprints of our daily lives in mammoth disk farms.  The webmasters, data engineers and information scientists are collecting, collating, aggregating, scoring and analyzing these rich gardens of data to harvest an accurate psychographic portrait of modernity.

The IoT is the term coined to describe the new digital landscape we inhabit.  The ubiquitous nature of the internet, the continued rationalization of the digital economy into the fabric of society and the absolute dependency of daily life upon it, require deep consideration how it impacts civil liberties, governance, cultural vibrancy and economic well being.

The IoT is the next step in the development of the digital economy. By 2025 it is estimated that IoT will drive $6 Trillion in global economic activity.  This anoints data and information as the loam of the modern global economy; no less significant than the arrival of discrete manufacturing at the dawn of industrial capitalism.

The time may come when a case may be made that user generated data is a commodity and should be considered a public domain natural resource; but today it is the province of digirati  shamans entrusted to interpret the Rosetta Stones, gleaning deep understanding of the current reality while deriving high probability predictive futures.  IoT is one of the prevailing drivers of global social development.


SME

There is another critical economic and socio-political driver of the global economy.  Small Mid-Sized Enterprises (SME) are the cornerstone of job creation in developed economies.  They form the bedrock of subsistence and economic activity in lesser developed countries (LDC).  They are the dynamic element of capitalism.  SME led by courageous risk takers are the spearhead of capital formation initiatives.  Politicians, bureaucrats and business pundits extol their entrepreneurial zeal and hope to channel their youthful energy in service to local and national political aspirations.  The establishment of SME is a critical macroeconomic indicator of a country’s economic health and the wellspring of social wealth creation.

The World Bank/ IFC estimates that over 130 million registered SME inhabit the global economy. The definition of an SME varies by country. Generally an SME and MSME (Micro Small Mid Sized Enterprises)  are defined by two measures, number of employees or annual sales.  Micro enterprises are defined as employing less than 9 employees, small up to 100 employees and medium sized enterprises anywhere from 200 to 500 employees.  Defining SMEs by sales scale in a similar fashion.

Every year millions of startup businesses replace the millions that have closed.  The world’s largest economy United States boasts over 30 million SME and every year over one million  small businesses close.  The EU and OECD countries report similar statistics of the preponderance of SME and numbers of business closures.

The SME is a dynamic non homogeneous business segment.  It is highly diverse in character, culture and business model heavily colored by local influence and custom. SME is overly sensitive to macroeconomic risk factors and market cyclicality.  Risk is magnified in the SME franchise due to high concentration of risk factors.  Over reliance on a limited set of key clients or suppliers, product obsolescence, competitive pressures, force majeure events, key employee risk, change management and credit channel dependencies are glaring risk factors magnified by business scale and market geographics.

In the United States, during the banking crisis the Federal Reserve was criticized for pursuing policies that favored large banking and capital market participants while largely ignoring SME. To mitigate contagion risk, The Federal Reserve  quickly acted to pump liquidity into the banking sector to buttress the capital structure of SIFI (Systemically Important Financial Institutions). It was thought that a collateral benefit would be the stimulation of SME lending.  This never occurred as SBA backed loans nosedived. Former Treasury Secretary Timothy Geithner implemented the TARP and TALF programs to further strengthen the capital base of distressed banks as former Fed Chairman  Ben Bernanke pursued Quantitative Easing to transfer troubled mortgage backed securities onto Uncle Sams balance sheet to relieve financial institutions  of these troubled assets. Some may argue that President Obama’s The American Recovery and Reinvestment Act of 2009 (ARRA)  helped the SME sector.  The $800 billion stimulus was one third tax cuts, one third cash infusion to local governments and one third capital expenditures aimed at shovel ready infrastructure improvement projects.  The scale of the ARRA was miniscule as compared to support rendered to banks and did little to halt the deteriorating macroeconomic conditions of the collapsing housing market, ballooning unemployment and rising energy prices severely stressing SME.

The EU offered no better.  As the PIGS (Portugal, Ireland, Greece, Spain) economies collapsed the European Central Bank forced draconian austerity measures on national government expenditures undermining key SME market sensitivities.  On both sides of the Atlantic, the perception of a bifurcated central banking policy that favored TBTF Wall Street over the needs of  an atomized SME segment flourished.  The wedge between the speculative economy of Wall Street and the real economy on Main Street remains a festering wound.

In contrast to the approach of western central bankers, Asian Tigers, particularly Singapore have created a highly  supportive environment for the incubation and development of SME. Banks offer comprehensive portfolios of financial products and SME advisory services. Government legislative programs highlight incubation initiatives linked to specific industry sectors. Developed economies have much to learn from these SME friendly market leaders.

The pressing issues concerning net neutrality, ecommerce tax policies, climate change and the recognition of Bitcoin as a valid commercial specie are critical developments that goes to the heart of a healthy global SME community.  These emerging market events are benevolent business drivers for SME and concern grows that legislative initiatives are being drafted to codify advantages for politically connected larger enterprises.

Many view this as a manifestation of a broken political system, rife with protections of large well financed politically connected institutions. Undermining these entrenched corporate interests is the ascending digital paradigm promising to dramatically alter business as usual politics. Witness the role of social media in the Arab Spring, Barack Obama’s 2008 election or the decapitalization of the print media industry as clear signals of the the passing away of the old order of things.  Social networking technologies and the democratization of information breaks down the ossified monopolies of knowledge access. These archaic ramparts are being gleefully overthrown by open collaborative initiatives levelling the playing field for all market participants.

SMEIoT

This is where SMEIoT neatly converges.  To effectively serve an efficient market, transparency and a contextual understanding of its innate dynamics are critical preconditions to market participation.  The incubation of SME and the underwriting of capital formation initiatives from a myriad of providers will occur as information standards provide a level of transparency that optimally aligns risk and investment capital. SMEIoT will provide the insights to the sector for SME to grow and prosper while industry service providers engage SME within the context of a cooperative economic non-exploitative relationship.

This series will examine SME and how IoT will serve to transform and incubate the sector.  We’ll examine the typology of the SME ecosystem, its risk characteristics and features.  We’ll propose a metadata framework to model SME descriptors, attributes, risk factors and a scoring methodology.  We’ll propose an SME portal, review the mission of Big Data and its indispensable role to create cooperative economic frameworks within the SME ecosystem. Lastly we’ll review groundbreaking work social scientists, legal scholars and digital frontier activists are proposing to address best governance practices and ethical considerations of Big Data collection, the protection of privacy rights,  informed consent, proprietary content and standards of accountability.

SMEIoT coalesces at the intersection of social science, commerce and technology.  History has aligned SMEIot building blocks to create the conditions for this exciting convergence.  Wide participation of government agencies, academicians, business leaders, scientists and ethicists will be required to make pursuit of  this science serve the greatest good.

 

This is the first in a series of articles on Big Data and SMEIoT . It originally appeared in Daftblogger eJournal. Next piece in series is scheduled to appear on Daftblogger eJournal within the next two weeks.

#smeiot #metasme #sum2llc #sme #office365 #mobileoffice #TARP #capitalformation #IoT #internetofthings #OECD #TBTF #Bitcoin #psychographics #smeportals #bigdata #informedconsent

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July 9, 2014 Posted by | banking, Bernanke, commerce, commercial, credit crisis, economics, ethics, Internet of Things, IoT, politics, risk management, SME, SMEIOT, Sum2, sustainability, TALF, TARP, Treasury | , , , , , , , , , , , , , , , , | Leave a comment

SMEs Dance to the Basel III Shuffle

cap structure sme eu.PNG
I often wonder, what if Basel II capital accords had been in place prior to the Great Recession? 
 
Could the devastating crisis fueled by the serial pops of credit bubbles rumbling through the dismal landscape of G20 principalities been avoided with better capital adequacy safeguards? 
 
Could the precious Post Cold War Peace dividend been preserved; had the fiduciaries of global solvency not toppled the dominoes of economic prosperity and political stability through extreme selfishness and irrational behavior?
 
Some economists assert that had the guidelines of Basel II been in place it would not have mattered. That may certainly be true, but one is still left to wonder if Systemically Important Financial Institutions (SIFI) had followed better governance frameworks the fissures emanating from the epicenter of the global economic meltdown would not have been as deep or as widespread.
 
The lessons learned from the crisis are being codified in the new governance frameworks of Basel III. Whereas previous Basel Accords focused on capital adequacy and loss reserves aligned to risk weighted assets and counterparty exposures, Basel III looks to strengthen capital adequacy by addressing liquidity and leverage risk in the banks capital structure. Basel III recognizes the primacy of mitigating the systemic risk concentrated in the capital structure of a SIFI and lesser designees, and the contagion threat it poses on its counterparties and the greater economy. 
 
To ally solvency concerns, Basel III installs a leverage ratio and bolsters its Liquidity Coverage Ratio (LCR) which will require all banking institutions to increase its regulatory capital reserves of High Quality Liquid Assets (HQLA). An increase in HQLA reserves will raise the cost of capital for all financial institutions requiring it to raise its spreads on credit products. 
 
SMEs will be particularly affected by Basel III initiatives. SME’s are highly dependant on bank capital and credit products and remain highly sensitive to the cyclicality of macroeconomic factors. D&B’s Small Business Health Index reports that SME business failures in the US were in excess of 140,000 per month in 2013. The OECD reported that during 2012 over 800,000 EC SME’s closed shop in 2012. 
 
Eurofact reported that 60% of all non-financial value add to the EC economy is attributable to SMEs. Though SMEs are generally recognized as principal economic drivers in both the developed and lesser developed economies; during the economic crisis SME’s were rationed out of the credit markets. Large capital infusions and accommodative monetary policy by the central bank authorities principally sought to bolster bank capital and inject liquidity into the faltering global banking system. 
 
As such much of the low cost capital provided to banks did not trickle down to SMEs. Better returns were realized by deploying capital to investment partnerships, energy resource development, the acquisition of strategic commercial enterprises and underwriting speculative trading in the global security markets. 
 
Little of the low cost capital found its way onto Main Street; driving the bifurcating wedge between the real and speculative economy. As a more conservative political landscape emerges from the wreckage of the economic calamity created by “elitist” financial institutions and “remote” Brussels based government bureaucrats, the cause of the SME is resonating in the rising voice of a middle class spoken with a distinct nationalist accent. 
 
Politicians, legislators and advocacy groups are fully invested in the cause of the SME. Stakeholders are advocating more government involvement to underwrite and guarantee sponsored loans. In an era where government involvement in markets is under severe attack, political expediency and prudent economics coalesce to fund the incubation of SMEs. Even if greater government intervention is counterintuitive to laissez faire proclivities of the politically engaged, higher taxes would be required to fund the risk of capital formation initiatives. The securitization of SME loans is also a consideration; but aversion to leverage and the risk to encourage poor lending practices raise fears of creating yet another credit bubble.
 
The Government of Singapore recently rose its guarantee on SME loans to cover 70% of principal in response to the increase in cost of capital banks will charge as a result of Basel III. Spreads on SME loans are estimated to increase between 50 to 80 basis points. This rise in the cost of capital will allow banks to recoup Basel III compliance expenses associated with the segregation of regulatory capital requirements to service SME loan portfolios.
 
The risk premia on SME loans is justified by regulators because it guarantees the availability of credit through the business cycle. The financial health of SME’s are highly correlated to the vicissitudes of the business cycle. During times of cyclical downturns risk factors for SMEs are magnified due to the prevalence of concentration risk in products, regions, markets, client and critical macroeconomic factors germane to the SME’s business. Mitigation initiatives are inhibited due to liquidity constraints, resource depletion and balance sheet limitations. The closure of credit channels exacerbates this problem and Basel III risk premia pledges to fund SMEs through a trying business cycle.
 
To maintain profitability of SME lending, banks will enhance quality standards and haircut collateral margins; a potentially onerous demand since asset valuations remain severely distressed from the effects of the Great Recession. Banks will avoid SMEs with enhanced risk profiles, make greater use of loan covenants, expand fee based services and hike origination fees to protect margins and instill enhanced credit risk controls to minimize default risk.
 
As the strictures of Basel III take root within commercial banks alternative credit channels are opening to better match an SME’s credit requirements and market situation with a financial product that best addresses their business condition. D&B has initiated a timely capital formation initiative for SMEs. Access to Capital – Money to Main Street is an event tour that is bringing together regional providers of funding for SMEs and startups. 
 
The economic recovery is combining with technology to energize innovations in SME funding options. Crowd-funding, micro-lending, asset financing, leasing, community bank loans, credit unions and venture capital channels are a few of the many options available for small business funding. Each channel offers distinct terms and advantages that match a funding option to the specific situation of an SME. 
 
SME associations and advocacy groups are surfacing in the EU that seek to harness the residual capital created by SME failures. Second Chance and Fail2Suceed are initiatives that seek to harness the intellectual capital garnered by entrepreneurs in unsuccessful enterprises. It is a clear recognition that a great failure can be the mother of greater wisdom. This may augur well for the success of Basel III as it seeks to build on the shortfalls of its forebears to better protect the global banking system as it promotes the wealth of nations by equitably funding the growth of the global SME segment.
 
Sum2 offers a portfolio of risk assessment applications and consultative services to businesses, governments and non-profit organizations. Our leading product Credit Redi offers SMEs tools to manage financial health and improve corporate credit rating to manage enterprise risk and attract capital to fund initiatives to achieve business goals. Credit Redi helps SMEs improve credit standing to demonstrate creditworthiness to bankers and investors. On Google Play: Get Credit|Redi
 
Risk: SME, Basel III, commercial lending, political stability, economic growth, USA, EU, alternative credit channels, credit risk, global banking, business failure, OECD, SIFI
This article was originally released on Daft Blogger.  

April 14, 2014 Posted by | Uncategorized | , , , , , , , , , , , , , | 1 Comment