Archive for the ‘Innovation’ Category

The Six “C’s” of Generating Success

Tuesday, September 22nd, 2009

Success = Components + Collection + Consolidation + Cohesion + Capability + Conclusion

By Mark P. Dangelo

www.Innovative-Relevance.com

Also published at the National Mortgage Bankers Association

With all the media sound bites and dire messages, sometimes you just want to hide in your cubicle and do nothing new. It is understandable. However, pragmatically we must move forward ensuring that people, processes, and technologies are once again relevant for the decade facing us, and our vastly different operating ecosystems (see, “Peering Forward into the Next Decade”).

So, where should we invest? What technologies or infrastructures should we use? How could we outsource more business and knowledge processes? Should we hire FTE’s or layoff? How do we measure success, and more to the point, is it merely about profits, government conformance, risk mitigation, or social responsibility?

After two brutal years where finance and mortgage groups (FMG’s) have shed hundreds of thousands of quality jobs, will the recovery be a “V,” a “U,” a “L,” or a “W?” Additionally, what will your competitors do? Who are the “desired” consumers? What are your organizational social and community responsibilities?

Indeed, there are many questions all encased by considerable economic uncertainty. Yet, the time for action is now. The time for pervasive technological and process transformations is past due.

So, what is the formula for success as we close out 2009 and peer into 2010? Whereas, no one formula or idea can capture all aspects of viability and the technology needed to deliver quality profits, the following simple framework is able to create desired organizational action.

Success = Components + Collection + Consolidation + Cohesion + Capability + Conclusion

I know, it sounds like a lot. However, let’s briefly explore the six “C’s” of success, and what you might be able to do to capitalize on the operating environment and constraints, which are poised to completely redefine FMG players, processes, and BAU (i.e., competition and intent).

Components, the Sum of the Parts is Greater

Historically, process and technology solutions were frequently viewed as one-offs left to astute and charismatic divisional heads. Technology investments, and the business lines / products they supported, were made against segmented silos of functionality and compartmentalized budgets. As the current decade draws to an undesirable conclusion, the idiosyncratic nature of these sunken ROI projections becomes all too apparent measured against new markets and upstart competitors.

In general, future technologies and co-dependent processes appear to be taking on increased importance outside of the once hallowed walls of IT – that is, “not invented here” personnel have been translated into “no longer work here.” Technology and the capital investments needed for their realization are being created in foreign cities with little geographical familiarity for domestic personnel.

Although, as the component technology pieces are being created elsewhere, the heralded death of internal IT (i.e., the “IT Killer”) by the Cloud, by SaaS, by virtualization, or even by outsourcers, are mere pipedreams.

To be sure, the IT roles of the next decade and dogmatic desires to “control from within” a corporate center are no longer a critical success factor. The roles of CIO’s and CTO’s will increasingly disappear – to be redefined in a new technology world ripe with continuous transformations and multi-faceted governance. With a historical FMG tenure of 5 years and an average salary exceeding $300K, IT leaders will have a lot to justify this next decade.

For internal IT, the ability to rapidly integrate and adapt externally developed and defined components will be greater than traditional technology provisioning. The sum of the parts is rapidly the greatest enabler for the next decade spurred by changing consumer behavior, fast cycle product demands, and competitive reactions requiring collection and cohesion of widely dispersed data sources.

Collection, It is No Longer Just About Money

Collection activities for bankers today have taken on a huge importance. Yet, collection today and tomorrow is frequently more about data than it is mere money. Not just data within a given set of delinquency or workout processes, but data that spans the over 60 distinct functional processes throughout the comprehensive mortgage cycles.

Data collection is just the first aspect of a new decade of new requirements for corporate governance and compliance. The ability to transcend the interlinked processes, both forward and backward, can no longer rely on any manual item, faxed document, or singular “swim lanes.” To achieve proper consolidation and cohesion of increasingly specialized data sources, collection must first accept the challenges of interconnectivity, while preparing for aggregation of compartmentalized data spread throughout siloed applications.

Or more simply, if garbage (inaccessible and non-searchable data sources) is allowed into the value chain of data, it pollutes the entire downstream series of demands needed for risk, decision making, and compliance.

I have to wonder, if we had electronically stored, catalogued, and managed the entire master sources of data for the millions of loans in distress during the last five, would the modifications, legal fees, and political backlash be this pronounced?

Consolidation, the Devil is in the Data

Data. Data. Data. Consequently, if data is everywhere and widely available, why is it that decisions are made that prove inadequate or let’s face it, are out-and-out wrong?

Some would argue that collection challenges are the root of evil when it comes to success driven by sound data (e.g., KPI’s) and decisioning analytics. However, FMG CEO’s ask an important question of why nearly $2 billion annually is spent on power for data center computer equipment? With a compounded yearly increase of data storage now, by some estimates, exceeding 50% annually, what should be contained or consolidated on this equipment that isn’t already there? Where’s the value?

Consolidation of data sources for future success resides with disciplines and technologies that are still not widely in use within the mortgage industry (e.g., master data management, data deduplication, aggregation, augmentation, scrubbing, federations, structured, non-structured, et al). Some of this is cost related and others are more about skill sets and perceived need by executives for investment or action.

Consolidation, within the success formula, is also about the growing third-party portals and data providers along the segmented mortgage processes – fraud, reporting, servicing, investments, hedge funds, FOREX, systems of record, and the list grows with each passing week, and sorry to say, new government program introduced (or withdrawn). Without the first three “C’s” internalized and properly framed, the last three variables in the success formula can lead to money traps and false security.

Cohesion, Leveraging more than IT

Cohesion in this context is defined as “the ability to positively relate various sources of information to each other.” To borrow a term from the pharmaceutical industry, it is about data efficacy. Moreover, driven by new markets and required insights, integrations of the past are not the integrations of the future. In fact, the ability to efficiently and accurately integrate growing and sometimes conflicting data has recently cost many good IT professionals their career and livelihood.

The new decade dawning is already being dominated by new, virtually provisioned infrastructures (e.g., IaaS) supporting fast-cycle business functionality– e.g., Amazon, Sales Force, Microsoft, and Google. As these initial “cloud” identified offerings evolve, their robustness and business criticality takes on new importance across the enterprise. And what do these new layers of infrastructure create spanning processes and business lines? Data. Data. Data.

Therefore, the cohesion of these growing sources increases in importance. The challenge of their integration is not merely an ETL (i.e., extraction, transformation, and load), but a core shift in competencies that was once viewed only from an internal IT need. As systems are provisioned within layers of cloud infrastructures (e.g., data, voice, processes), the skill sets of cohesion and the efficacy it demands are in short supply and represents a job growth area for every IT leader and astute business person.

Capability, Fenced by Risk and Regulation

If we thought the rules of operation were cumbersome and draconian in the past, we may be severely disappointed with the future. In various speeches and interviews, the Executive and Congressional offices are all positioning for changes. Politics and lobbying being what it is, the final regulations may be some time coming – but something will change, especially if this drags into the 2010 election year.

Therefore, as more and more capabilities are delivered via cloud technologies and outsourcing relationships (just look at the numbers, acquisitions, and press releases), organization capabilities will be fenced by how quick we can react to shortened regulation cycles and risk aversion advocates (e.g., Fed, regulators, public sentiments).

Capability moving forward will be still be about systems and technology – but the time needed and patience for “failures” will be drastically shortened. Tolerance to achieve meaningful capability success will be shortened not by mere history, but by decreased CAPEX budgets, time-to-market, consumer products and their profitability, and of course, regulatory compliance.

If we are indeed confronted with a jobless recovery (the “L” or “U” scenario), how much will budgets be increased for new functional capability? What happens if a “W,” or double bottoming, is experienced in 2010? Future success requires new capabilities, but the methods and techniques of defining, provisioning, and bringing on-line will test our operations and vendor partners alike.

Conclusion, Achieving Incremental Reality from Ambiguity

With five of the six “C’s” integrated into the algorithm for success, you might be tempted to think that 83% of the equation is a passing grade. Uh, no. This last variable has proven to be the most difficult to achieve with accuracy and consistency — as it is subject to internal influences and organizational biases of beliefs. The historic methods for conclusions were often more about art than science – hubris over content

Today and more importantly tomorrow, the art of the conclusion or decision is being hurriedly replaced with analytics. Objectivity based upon vetted facts, statistics, and the other five “C’s” is ruling the discussions in the boardrooms and with investors.

In fact, spending on business intelligence tools which support robust decision making continue to increase at double-digit growth rates – an aggregated market that exceeds $60 billion. All-in-one solution sets are being deployed along the entire success equation by industry leaders IBM, Oracle, InfoSys, and SAP.

Achieving “conclusivity” is also supported by a wide range of dashboard offerings (e.g., Visual Mining), analytical and industry specific KPI firms (e.g., Intelli-Mine, Inc.), and vertical benchmarking solutions (e.g., LPS).

Linked together, the six “C’s” are a powerful formula for the changing reality of a new and ambiguous decade. Also it should be noted that the conclusions desired within FMG will no longer be reached in domestic isolation. World governing bodies, global creditors, and wealth rebalancing all will bring a stark new set of consequences for success.

Did I forget to mention the seventh “C?”

* * * * * * * *

In conclusion, successes of tomorrow cannot be redressed on the methods of the past or the behaviors of a few. Continuous vigilance will be demanded to ensure any investment in infrastructure, the cloud, or business processes are exceeding expectations and measures. “Provision and forget” cannot be a path forward for lasting success.

As we move forward, one thing is very understandable – the methods used to measure results in a virtual, highly specialized FMG ecosystem will be distinctive and non-insular. The IT approach to provisioning, integration, and maintenance will also be different. Even the standards of interoperability and exchange will be uncommon – but likely converging.

S-U-C-C-E-S-S. No matter how it is defined, spelled, or framed, success must be generated from within. Are we really prepared across people, processes, technologies, and markets to orchestrate success in an uncertain decade?

In closing, as I get ready to attend my fifth MBA Annual show in San Diego next month, I sincerely wish everyone the best of success during this industry leading event. Make sure you say “howdy!” if you see me.

What Is Cloud Computing? Why Should We Care?

Wednesday, August 19th, 2009

Sidebar to “Using Analytics and Creating Intelligence in ‘The Cloud’”

by Mark P. Dangelo

www.Innovative-Relevance.com

As we approach 2010, it appears that the convergence of virtually delivered technology, changing business processes and models, and the expanding feature rich Internet applications have evolved into new a new paradigm – “The Cloud” or more commonly called, cloud computing.

It seems every few years there is a new idea or acronym that dominates discussions in business. Will “The Cloud” live up to the building promises? Will it be a hollow or catch-all term that fails to meet expectations?

Cloud computing, in all its various forms, has the potential to completely change the fixed costs of each and every IT operation into non-CAPEX, variable costs, regardless of functional requirements and challenges – origination, servicing, and securitization.

Cloud computing represents the current apex of process and technological innovation – at least from our current capabilities. The deployment of cloud solutions has captured not only the imagination of entrepreneurs, but also witnessed multi-billion dollar investments by some of the world’s largest vendors and service providers. Doubts? Just do a search on “cloud computing” in any financial publication.

From the business and IT business models, clouds are driven by the need for rapid profit contributions, and are not limited to, traditional discussions of who controls the people, processes, hardware, software, or needed improvement services. Integrated within this virtual and secured world are robust regulatory compliance functions, vast data repositories, and stringent privacy conformance — either as a virtual cloud or as a series of layered cloud offerings. Yes, there will be more than one cloud available.

For bankers, it may be easier to think of these clouds using a traditional axiom — “anywhere, anytime, anyplace, any offering” – without the legacy challenges that hinder growth and negatively impact margins.

From the innovators perspective of cloud solutions, these offerings are beyond Software as a Service (SaaS). These solutions exceed Infrastructure as a Service (IaaS) competencies. In fact, current and future cloud ideals and capabilities are well beyond BPO (business process outsourcing) touted by some as the “real” variable cost solution. Comprehensively, cloud solutions are beyond of the current, point driven models from Google, eBay, Amazon, IBM, Oracle, Microsoft, SalesForce, and others.

Reality? Well, those are the end goals that many vendors, providers, and even outsourcers will be striving to deliver this next decade. In the end, their marketing campaigns will reflect the changing conditions and the realities achieved. The hype is growing for “The Cloud,” and the good news is that the early iterative steps already taken show superior potential.

On the other hand, while the potential of cloud computing holds great promise, there are still mission-critical challenges that must be addressed and overcome. Issues of data integration, information privacy, data integrity, security, skill sets, on-going enterprise operational management, and many of the traditional IT challenges covered by in-house staffs are still being dealt with to the satisfaction of management teams, risk officers, and even regulators.

The bottom line is that cloud computing does indeed hold great benefits – both short and long-term, strategically and operationally. However, not all applications are ready for their migration (including some mission critical legacy ones) to a variable cost, virtual world. Suffice it to say, three years from now we will be having a much different discussion.

Cloud computing is definitely important for any business currently defining or rethinking their 2010-2012 IT budgets. Nevertheless, with any iterative and evolutionary solution set, it is wise to “think big, but start small.”

Pause – It is Time for Reflection

Tuesday, July 21st, 2009

Five mortgage industry leaders offer their end-to-end insights and expertise on forthcoming CAR’s – Challenges, Actions, and Results.

By Mark P. Dangelo

www.Innovative-Relevance.com

Stating the obvious, we are not nearly finished with the 2-year consumer and industry rebalancing saga.  If anyone had cherry plum visions that this was merely a prolonged business as usual (BAU) cycle, they might want to check the consumer’s pulse and the underlying analytical facts.  Recessions, like recoveries, are played out in “fits and starts.”  Today, which ever condition you believe we are still in, our economic “patient” is suffering from rapid-cycle schizophrenia with a touch of “job-envy.”

Poor jocularities aside, there is still significant opaqueness surrounding real estate, lending, business activities, and yes, domestic financial practices and oversight.  So as we reach a bottoming of the severest recession in 80 years, it seems a good of time to reflect and listen to the domestic market challenges created as it struggles with a projected multi-year jobless recovery.

It is against these challenges, that we must ask, “What actions should be undertaken?”  Furthermore, can we assess the implications or results from political, industry, and organizational actions?  How can we avoid the BAU trap?

Therefore, in an effort to gain unique insights within the entire end-to-end mortgage process, I have asked six industry leaders their CAR’s (Challenges, Actions, and Results) to secure a new focus across the persistently difficult operating environment.

·         Cheryl Lang, CEO, Integrated Mortgage Solutions

·         Anil Suri, CEO, Intelli-Mine

·         Bill Cary, Director, Lender Processing Services, Inc. (LPS)

·         Lester Dominick, President, MortgageFlex Systems, Inc.

·         Judy Margrett, President, The Turning Point

* * * * * * * *

Cheryl Lang, CEO, Integrated Mortgage Solutions (www.imstoday.com).

 

Ø  Challenge:  Loan modifications will continue to pose the largest risk and opportunity for servicers dealing with delinquencies, consumer loan viability, and consequences of workouts.  However, the rising demand is creating unintended costs and burdens for consumers, lenders, investors, and servicers. 

o   Action:  With rising unemployment and overburdened staffs, servicers are being forced to find and internalize new operating procedures faster.  The rejection of BAU coupled with the complexity and volumes of workout demands, cannot hinder the primary goal of keeping consumers in their homes in an effort to reduce property loses, while ensuring community prosperity and reducing REO losses.  As part of a comprehensive loan modification approach, predictive and causality driven analytics must be utilized not just at a macro level, but also on a granular basis to ensure that actions foot to results.  Quantities of modifications are not a substitute for quality of results – today the linkages are too generalized and implications of actions not well understood. 

§  Result:  By clearly understanding the linkages of what constituents a “viable” modification, servicers and investors stand to reach long-term profitability with the borrower and property.  Additionally, the use of teams in dealing with workouts aids the servicer with a faster response to the borrower, greater transparency of the efforts, and conformance to vastly expanded government oversight.  By keeping viable borrowers in their homes, communities benefit and crime is reduced.  Furthermore, using an adaptable end-to-end roadmap for discrete borrower profiles, servicers are able to be responsible to their stakeholders, create a viable exit strategy from the crisis at-hand, and reduce current herculean efforts to a manageable subset of what they are experiencing.  By addressing the problem holistically, we now understand that what we are dealing with cannot be fixed overnight – we are only now building the skills needed to deal with a persistent and growing set of interconnected servicing challenges. 

Anil Suri, CEO, Intelli-Mine (www.intelli-mine.com).

 

Ø  Challenge:  During the current recessionary markets, tight credit and vanishing consumers, companies are increasingly faced with the challenge of re-examining their historical decision making processes in order to remain profitable.  Mangers need a clear visibility into their operations, while gaining clear insight into the performance of loan, programs, and channels.  The nagging challenge is the ability to pinpoint the leading and lagging indicators of the business, while realizing a single, consistent 360 degree ROI analysis of the organization across multiple departments.

o   Action:  Products and solutions enable organizations to meet this challenge by harnessing the power of interrelated data to increase performance, reduce risks and drive competitive advantage.  Through the deployment of dashboards, scorecards, pre-defined Key Performance Indicators (KPI’s), analytics and reporting functionality, organizations must act on the three main questions facing executives daily.

        Where is my organization today?  Deployment of customizable dashboards which displays and aggregates KPI’s providing executives a snapshot on where they are and the predictive trends. 

        What is the true picture?  Adopting a BPM framework standardizes the measures, metrics, and KPI’s used throughout the organization by combining all the business data into a common data warehouse.  This inculcates the discipline of using data from a single source resulting in one version of the truth.

        Where are we going?  An adaptable BPM framework provides executives with an early warning system and triggers alerts based on business rules, competitive actions, and third-party intelligence.

§  Result:  The status-quo of designing, developing, and deploying a BPM solution is expensive, time-consuming, and results in an inflexible solution.  What we recognized is that for organizations to prosper, a dynamic and sustainable BPM framework was needed to properly assess rapidly shifting market conditions.  Using a vetted framework generates a solution set which is adaptable to the rapidly changing business, systems, data sources, and user profiles.  A leveraging and integration of multiple vendor offerings is no longer optional.  Proactive organizations are using integrated, mortgage-centric analytical specialty firms to deliver performance and risk management solutions for their operations.  Our team has spent years saving clients millions of dollars with the use of pre-defined templates, indicators, and maps for all aspects of the varied mortgage processes.  It is with these experiences that we learned the bottom-line value delivered from a comprehensive approach, roadmaps, and technology – not just one-off applications.  In conclusion, it is this superior organizational performance, risk, and objective analytical framework which yields unsurpassed ROI, market power, and operational versatility over the growing cloud of data assets and “wandering” warehouses.

Bill Cary, Director of Origination Solutions, Strategic Consulting Services, Lender Processing Services, Inc. (LPS) (www.lpsvcs.com).

Ø  Challenge:  In the early part of this decade, financial institutions were very focused on making the mortgage origination process more efficient and streamlined.  There was a great deal of re-tooling to incorporate automated workflow tools and automated decisioning models to make the mortgage process easier for more people.  Then, the buildup of the housing bubble occurred, followed by the ultimate crash of the real estate market.  Understandably, many financial institutions ‘overcorrected’ by assuming that everything they had relied upon in the past was ultimately proved to be wrong.  They lost confidence in many of their automated tools - in particular automated underwriting engines - as well as in their risk assumptions.  Unfortunately, the resulting credit tightening that has occurred and impacted both high risk and low risk consumers.

o   Action:  What is needed is an approach that allows lenders to avoid high risk transactions, while still making the mortgage process simple and streamlined for people who are good credit risks.  Risk segmentation is the answer. The use of automated tools and streamlined processes for people with good credit histories, are appropriate for the large segment of the borrowing population that has continued to stay current on their mortgage obligations.  It was not a mistake to use automated tools and decisioning in years past – but rather, the problems facing many servicers today stem from the large number of high risk loans that were made.  By using the comprehensive, robust analytical modeling that LPS offers, and accessing the company’s database of over 40 million loan level records, servicers can make lending more streamlined for low risk customers.

§  Result:  88 to 90% of mortgage loans are being paid on time. If servicers segment their customers and prospects into tranches, and utilize a mortgage process and decisioning model that is appropriate to the level of risk, they will make it much easier for credit-worthy customers to do more business with them.  The industry must get beyond its fear of losses and move forward to attract profitable new business.  By using the advanced workflow tools, sophisticated risk analytics and industry leading data offered by LPS, financial institutions can streamline lending for their lowest risk customers and earn more profitable business.

Lester Dominick, President, MortgageFlex Systems, Inc. (www.mortgageflex.com).

 

Ø  Challenge:  With rapidly accelerating regulatory compliance guidance for FHA loans, how can originating technology and automation of processes be utilized to increase end-to-end efficiency, auditability, and adherence during times of industry uncertainty and reduced budgets?

o   Action: On-going research, assessment, and development of conforming loan originating technology must be diligently performed by both the software provider and the lender in anticipation of the final rulings from Congress and the Regulator (e.g., GFE).  The use of iterative, agile techniques must also be adopted to ensure not only accuracy, but also adaptation as future clarifications are issued.  Active, cross-team collaboration (between lender and software vendor) must be utilized as part of a rigorous discipline to address stringent product and consumer oversight demands.

§  Result:  The use of a collaborative vendor to lender iterative approach improves not only the quality of the end result, but also addresses the lenders internal challenges – education, training, communication, conformance, and cost to execute.  Moreover, while most assume reporting and adherence as a non-differentiator, hidden benefits may be realized in data accuracy and integrity, automated conformance to policies and procedures, and consistency and repeatability (using rules and decision engines).  With this tight integration and preparation for oversight, the security of the transaction is also improved, thereby providing the lender and the customer with much needed trust and risk mitigation.

Judy Margrett, President, The Turning Point (www.turningpoint.com).

 

Ø  Challenge:  The continually missed opportunity for many organizations resides with their inability to profitably leverage multi-faceted customer approaches, which satisfy four interconnected responsibilities: a) pervasive government mandated consumer regulations, b) the need to manage, maintain and foster the relationship with not only customers but all sources of new business, both direct and indirect, c) comprehensive, rule-driven accountabilities, and d) organizationally aware intelligent marketing solutions.  Organizations can collect, analyze, and manipulate data intelligently, but if they can’t build relationships and a social networking framework in a way that guarantees returning customers and house holding, then they are just another company offering the same or similar products.

o   Action:  Overwhelmingly more important than point-driven contact or sales solutions, this “next generation” software will cohesively knit together the organizational marketing strategy, performance tracking, automated execution, and even regulatory compliance.  Organizations that deploy non-intrusive technology (e.g., SaaS), which supports extensive industry business application services, will be able to achieve results faster and with less organizational turmoil and cross-department demands.  Intelligent marketing is not just about contact management and analytics, but real people speaking to real people about the products and services of a given company.  Moreover, it is those discrete actions to control the customer content messaging, without losing the personal touch, which drives social networking to deliver viral marketing so they attend, join, or buy.  By examining the end-to-end implications of disjointed technologies, business functionality, marketing frameworks, consumer compliance, and operational strategy, organizations may be able to achieve greater returns in a market that will be very difficult well into 2010.

§  Result:  By accepting that technology and data are facilitators to marketing intelligence, the integration of independent organizational actions (and technologies) will succeed at driving revenue growth, while at the same time enhancing operational efficiency and managing risk.  We have personally witnessed that through the integration of pre-defined business services enhanced with superior technology (e.g., data collection, database management, activity design and copy, campaign execution, production and fulfillment, compliance capable, results tracking and performance analysis), organizations may achieve outstanding returns without traditional capital expenditures.  The results of intelligent marketing are not singularly about customer relationship management, but achieving vastly tailored and positive relationship management with B2B’s, partners,  prospects, employees, and others that are needed to keep, foster, and maintain interactions across an ever shrinking timeframe.  By deploying an expanding array of services (and technologies), key players across the organization and its processes are held accountable for results, actions, and plans – all delivering much needed end-to-end marketing intelligence solutions that provide results today and tomorrow.