sum2llc

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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.

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July 9, 2014 Posted by | banking, Bernanke, capitalism, commerce, credit, credit crisis, culture, economics, information technology, internet of things, legal, legislative, metasme, OECD, politics, private equity, psychology, regulatory, risk management, small business, SME, smeiot, TALF, TARP, Treasury, Uncategorized | , , , , , , , , , , , , , , , , | Leave a comment

$700 Billion is a lot of Guacamole!

paulsonAn article in today’s  Forbes online entitled Trouble with TARP,  reports a growing concern by the Congressional Oversight Panel (COP) about the effectiveness of the $700 billion program.  The COP reports that the effectiveness of the program is difficult to determine due to lack of transparency of how funds were spent.  The COP report also states that the absence of any reporting guidelines for TARP participants impedes effective oversight.

The 145 page report starts with a retelling of the extreme conditions confronting the banking sector as the credit crisis exploded last autumn.  It also outlines the choices confronting regulators, legislators and industry executives as the crisis deepened.  We were led to believe by Treasury and Federal Reserve officials that the global banking system was in imminent  danger of collapse.  Nothing less then immediate and drastic measures taken by sovereign government officials and industry executives would prevent the catastrophic consequences of global economic carnage.  The report makes it clear that these market conditions were so extreme that regulators were navigating through uncharted waters.  Any remediation measures taken had little historical precedence to guide actions.  Hence Paulson was given carte blanche to handle the crisis with unprecedented latitude and executive facility.

As this blog reported earlier this week, the TARP was originally designed to acquire troubled assets from banking institutions.  TARP funds were earmarked to purchase mortgage backed securities and other derivatives whose distressed valuations severely eroded capital ratios and stressed banks balance sheets.  Hank Paulson later shifted the strategy and decided to inject TARP funds into the banks equity base.  This has done wonders for the shareholders of the banks but troubled assets remain on the banks balance sheet.  As the recession continues,  unemployment, home foreclosures, SME bankruptcies and the looming problem with commercial mortgage backed securities  (CMBS) are placing a new round of added strain on the banking system.

The TALF program is designed to draw private money into partnership with the government to acquire troubled assets from banks.  So far the program has received a tepid response.  I suspect that the principal factors inhibiting the expansion of the TALF program are numerous.  Chief among them is the inability of FASB to decide upon valuation guidelines of Level III Assets.  Banks holding distressed securities may also be reluctant to part with these assets because they have tremendous upside potential as the economy improves.

The COP also questioned the effectiveness of TARP because stress tests were only conducted on 19 banks.  The report states that additional  stress tests may be required because the previous tests failed to account for the length and depth and length of the recession.   Community banks are also of concern.  They face a perfect storm in challenging macroeconomic conditions.  Of particular concern is commercial real estate loans.  Many economists are concerned that high rate of loan defaults in commercial loan portfolios pose great threats to the community banking sector.

Though interest rates remain low due to the actions of the Federal Reserve,  lending by banks still remains weak.  SME’s are capital starved and bankruptcy rates are quickly rising.  SME’s are critical to any economic recovery scenario.  A strong SME sector is also crucial for a vibrant and profitable banking system.  Perhaps a second round of TARP funding may be required to get more credit flowing to SME’s.  If banks start failing again it would be devastating.  The Treasury and the Federal Reserve don’t have many bullets left to fire  because of all the previous expenditures and a waning political will of the people to continue to fund a systemically damaged banking system.

Risk: banks, SME, economy, credit, market

You Tube Video Music: Billie Holiday with Lester Young, Pennies from Heaven

August 13, 2009 Posted by | banking, credit crisis, economics, FASB, Paulson, real estate, recession, regulatory, SME, TALF, TARP, Treasury, Uncategorized, unemployment | , , , , , , , , , , , , , , , , , , , , , , , , , | Leave a comment

Waiting for the Other Shoe to Drop

TALF_MainAccording to a recently published report by a Congressional Oversight Panel reviewing the effectiveness of the Troubled Asset Relief Program (TARP),  many banks  remain vulnerable due to questionable commercial loans  still held on their balance sheets.  This is  a looming problem for community and smaller banking institutions.  Smaller banks are being adversely effected by the the rise of commercial loan defaults.  Many community banks have large loan exposures to shopping malls and other small businesses hard hit by the recession.

The report states,  “Owners of shopping malls, hotels and offices have been defaulting on their loans at an alarming rate, and the commercial real estate market isn’t expected to hit bottom for three more years, industry experts have warned. Delinquency rates on commercial loans have doubled in the past year to 7 percent as more companies downsize and retailers close their doors, according to the Federal Reserve.

The commercial real estate market’s fortunes are tied closely to the economy, especially unemployment, which registered 9.4 percent last month. As people lose their jobs, or have their hours reduced, they cut back on spending, which hurts retailers, and take fewer trips, affecting hotels.”

Defaults in sub prime and other residential mortgages precipitated last years banking and credit crisis. The TARP program succeeded in stabilizing a banking system that was teetering on collapse.  The $700bn infusion into the banking system appears to have buttressed depleted capital ratios and severely stressed balance sheets of large banking institutions.  But many banks are still carrying troubled assets on their balance sheets.  Commercial Mortgage Backed Securities (CMBS) values are tied to the cash flows generated by renters and lessors of the underlying mortgaged properties.  As occupancy rates of commercial properties fall cash flows dissipate.  The market value of these securities plummets creating a distressed condition. This places additional strain on the banks balance sheet driving capital ratios lower and places a banks liquidity and ability to lend at risk.

The TALF (Term Asset Backed Loan Facility) was instituted in March to extend $200bn  in credit to buy side financial institutions to purchase troubled assets and remove them from banks balance sheets.  So far only $30bn has been allocated through the program.  Clearly banks balance sheets remain at risk due to their continued high  exposure to this asset class.

A strong economic recovery will address this problem.  A prolonged recession will resurrect the banking and credit crisis we experienced last autumn.  It would appear that TARP II may be a necessity if more private sector investors don’t step up to the plate and participate in TALF.

You Tube Video: David Byrne, Life During Wartime

Risk: CMBS, commercial real estate, banks, credit risk

August 11, 2009 Posted by | banking, commerce, credit crisis, economics, government, private equity, real estate, recession, risk management, SME, TALF, TARP, Uncategorized, unemployment | , , , , , , , , , , , , , , , , | 2 Comments