Structuring problems: Consultants use buckets

bucketConsultants use buckets.  I know it sounds pedestrian and unsophisticated, but it’s harder than it looks.   When you are trying to crack a complex problem, inevitably you will start to group things.  Buckets, I tell you.  Buckets.

Structuring problems forces you to organize your thoughts, and reflect on what your key messages will be.  It is the first step in turning data into insights. A few examples:

1) Bucketing by Time: Here I was explaining to the client what activities were coming in the different phases of a project.  During a long project, showing this graphic repeatedly helps to level-set the client.  Keeps them grounded and in the present – less focused on the past, or the future.

Bucketing by time2) Bucketing by Function: When you do enterprise-size work, inevitably your work will cut across different parts of the organization.  Pretty typical for a process flow chart to show “swim lanes” which buckets activities by group.  In the example, engineering does steps 1 & 4, while marketing does steps 2 & 5 etc.  It’s funny and sad how surprised people are about the way work is done in their own departments.

Process Flow Chart Example

3) Bucketing by Root Cause: This is the “bread and butter” work of a consultant.  After weeks of interviews, data analysis, and observations, you might have 25-30 different potential root causes of a problem.  To really move the analysis and thinking forward, you have to group the stuff into logical buckets.  In the fish-bone diagram below, you can see that all the resource-related items are grouped for easier understanding.

Fishbone diagramSuper bucket example: Deloitte has something called the Deloitte Enterprise Value Map.  You have to see it to believe it (pdf 354K), but it categorizes the buckets that make up shareholder value.  It is like a fish-bone diagram, but it has about 1,000 branches.   I have seen one of these, and it usually takes up 1/2 of a wall of a typical office.  In the small portion I show below, Revenue has two parts.  Volume has 3 parts.  Acquire new customers has 43 parts.  Lots of buckets.

Enterprise Value Map - Revenue

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The best short-answer to give clients? It depends. . .

“It depends” is a phrase you hear a lot in both business school and management consulting.   To some, it might seem like a boring half-answer, timid, or worse – mentally lazy.  As weird as it might seem, it is often the best short-answer to give a client.

1) Most problems are complex.  This might seem obvious, but clients typically pay for us to solve the difficult and persistent problems.  If it were easy, it would already have been solved. Seth Godin calls them perfect problems.

If you can answer the parts of the problem “off the cuff”, it either means you are a genius (possible), or you are not really answering the entirety of the problem (more likely).  Brainstorm through the potential issues before you jump the gun.

Unsurprisingly, the majority of consulting works sits in the yellow area (complex problem, complex solution).  It can be a bit of a grind, but those are the type of problems that Fortune 1000 typically have, and the type of problems we know how to solve.  We can talk about the innovation and leadership quadrant in a different post.

Simple Complex Problem Solution

2) Context matters.  No question is asked in a vacuum.  If someone asks you if they should invest in Linkedin (ticker symbol: LNKD), the answer is probably “it depends”:

  • Time horizon: How long will you be holding the stock?
  • Risk tolerance: What is your comfort buying stocks with very high PE multiples?
  • Diversification: How diversified are you?  Is this the only investment you have?

Another recent example of the IT DEPENDS phenomenon was the hub-bub with Marissa Mayer banning remote work.   Personally, I believe she had some good reasons (need to get Yahoo! innovating, people were slacking etc), but at the end of the day, the answer for tel-commuting is IT DEPENDS.

Why would someone in accounts payable (clearly defined work, little interaction with others needed) be held to the same commuting standards as someone in product marketing (fluid work product, need for collaboration, interaction with customers)?

3) Beware of false choices.  People tend to over-simplify the situation and paint the pictures as if it were black / white.  This is also called the false dilemma. US politicians are notorious at this.  Watch any political TV ad, and it will make you sick how they set up issues as false choices (good sensible me vs. bad crazy them).

Last week when I was on a conference call with a few people, someone argued for his point by creating a false choice (A or B).  I had to bust him on the false choice, by saying, “That’s a little reductionist, isn’t it?  What about choice C?”

4) Too often, clients want to take short-cuts.  Like anyone, clients are impatient.  They like the rigor and process-focus that consultants take, but they want it done in 1/2 the time with 1/2 the fees.  While it’s good to give updates, make sure you follow the process you outlined in the proposal.  Don’t forget that you are the coach.

Problem with shortcuts

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6 reasons why consultants are revision crazy

Consultants are constantly revising their work.  Yes, the end product tends to be high-quality because a lot of smart people have spent A LOT of time on it.  Looking at recent files saved on my laptop, I see some with pretty absurd file titles like:

  • ABC_phase 1_02082013 10pm EST.ppt (with a date, time and time zone)
  • ABC client final version 3.doc (uh, if it was final, why is there a 3rd revision?)

A cynic might ask, “why are there so many revisions?“  After all, aren’t consultants supremely good at judging project scope and containing the ambiguity of projects?  Aren’t consultants data-driven, and confident in their answers?  Aren’t consultants excellent at PowerPoint and graphs and the like?   Why so many edits?

6 reasons why consultants are revision crazy:

1. Early prototyping.  It will be a strange day when you start calling consultants innovative, but one thing they do well is fast and early prototyping.  Management consulting is based on the idea of testing hypotheses and quickly narrowing down the answer.   It is not uncommon to start putting together the basic framework of a presentation a month before it is due.  At this point it is just a skeleton – mostly blank pages with placeholder titles – but it grows daily and starts to take a life of its own.

2. Learning on the job.   There are novices on every project, whether analysts (BS, BA) or senior consultants (MBA).  They may have some analytical skills and business polish, but most of the real consulting learning happens on the job.

Few people can put together a consulting presentation from scratch.  It’s a learned skill.  Good consultants can visually represent what you want to say on a PowerPoint slide and add structure (dare I say too much structure) to your arguments.

Analysts cannot learn this in a vacuum.  It requires experimentation and occasional failure.  On the job training is good news for the analyst learning skills.  It’s a necessary evil for the senior manager who is reviewing, editing and teaching the newbies how to work.  Many a manager has secretly wished she had more seasoned consultants.

3. Lots of internal review cycles.  It’s natural for a manager to want to review the work product.  You can call it quality assurance or simply checking up, and a consulting project is no different.  Consultant – Manager – Senior Manager – Partner.

At the bottom of the illustration, you can see how involved the different people are on the project.  It is a typical staffing leverage model.  Lots of consultant time, less partner time.  The consultant is staffed on the project full-time (M-TH).  The senior manager and partner are there some of the time.  As you would expect, the deliverable (whether an Excel model, PowerPoint, or workshop preparation) gets lots of review and scrutiny as the due date approaches.  Lots of revisions late at night.

Involvement in Project by Role

4. Diverse client audiences.  What you present to your day-to-day client counterpart will be different from what is presented to the executive sponsor or steering committee.  Each audience and venue require a slightly different presentation.  In one poorly scoped project, we gave the final presentation 4 times to different audiences.  Sometimes it was a 3 hour presentation, other times we were only given 45 minutes.  Different versions.

Different Audience Different Messages

Thankfully, you are usually able to re-purpose 80% of the material and simply change the titles and order of the slides.  Good presentations should be stand-alone.  If someone were to pick up your slides, would they be able to understand the content, context, and main points?

5. Pulling it all together.  Perhaps the biggest reason for document revisions is the need to harmonize ideas, work streams, writing styles, numbers and words.

Ideally, the consultant’s recommendation is compelling, credible and clear.  It has a strong and logical narrative, is backed by data and analysis, and leaves the client with a clear idea of what to do next.  It is internally consistent and looks like the same person authored it from start to finish.  It has the consistency of an audited 10-K, and the specificity of an investment banker’s valuation model.  It’s solid and authoritative.

In reality, it is a bit of sausage making.  There are multiple authors, multiple work streams, multiple sources of data, and sometimes multiple opinions.  Bruce Tuckman studied group dynamics in the 1960s and describes group development in four stages which I argue apply to developing deliverables and work product.

  • Forming: Individuals work largely independently and are cautiously respectful of other people’s space.  It’s all about getting your part done.
  • Storming: Different ideas and opinions vie for attention.  There is lots of discussion and even disagreement.  Individuals might feel a set-back and the slow grind of consensus building.  Teams that trust and compromise grow from this.
  • Norming: Things start settling down, and there is agreement on the path forward.  Individual and group performance start to increase.
  • Performing: Things are going well.  There is collaboration and synergy.

As a consultant, I want to draw everything out, so here is my rough approximation of relative individual vs. group progress across the 4 stages.  At first, individuals are making good progress (gray bar) on their work stream, but lose steam after there is an effort to rally all the work into a more standardized approach.  Towards the end of the project, the deliverable is really improving because the individual and group sections are all working together nicely.  My apologies to Tuckman for taking his research and making a woefully unscientific chart out of it.

4 Stages of Group DevelopmentOver beers, any consultant can tell you nightmare stories where projects essentially got stuck in the storming phase: people disagreeing or being petty, and someone eventually laying down the law, “I know you disagree with the approach, but I am managing this project and this is how we are going to do it.”  More dictator than leader.

6. Over-eagerness: Many consultants are type A, ambitious, opinionated, and a little bit heavy on the control-freak side.  We like to win.  We like our clients to win.  We are confident that our approach (on the structure of the presentation, or even on the wording on a specific page) is better.  If you would just listen to me, the presentation is going to be 100% better. . .

Sanity check: We should all probably be a bit more humble, listen more, and “major in the majors, minor in the minors”.  Is the order of the bullets on that slide really a deal-breaker?  Wouldn’t that time be better spent teaching the analyst something else?

In this week’s Fortune magazine, Ben and Jerry’s co-founders talked about their 30+ year working relationship and had some good advice.  Jerry Greenfield said:

“Our basic agreement was that the person who felt more strongly about the particular issue got their way,”

Consulting is all about communication.  Gathering broad sources of information, focusing your attention, listening deliberately, selling your ideas to up to senior managers / partners, structuring presentation for easy comprehension, and ultimately giving your client the confidence to take action based on your recommendation.

All those things make consulting challenging, fun, collaborative, and full of revisions.

BCG report: Ending the Era of Ponzi Finance

Not sure how this happens, but the entire developed world is in debt.  Europe, the US, and Japan have borrowed so much money that they are headed towards ruin.  The Boston Consulting Group even went so far as to call it the biggest Ponzi scheme in history.   That is some pretty bold talk from a buttoned-downed group of consultants.

After reading the BCG report Collateral Damage: Ending the Era of Ponzi Finance, I tend to agree with them.  The 23 page report is well-argued and makes 3 points: 1) the global debt picture is pretty bad . . . 2) and getting worse . . . 3) unless something is done soon.

Developed economies are in enormous debt.  Europe, the US, and Japan have taken on monstrous levels of debt and are not really getting a good return on that money.  It would be different if the money was being invested productively, but too much of it is just being spent.  Governments, companies, individuals – all need to take some blame.

It is not simply that the developed world has borrowed significantly from future wealth to fund today’s consumption, leading to huge burdens for the next generation.  It has also reduced the potential for future economic growth, making it more difficult for the next generation to deal with this legacy.  -BCG

In the BCG graph below, you can see that the total debt (government, corporate, and household) is many multiples of the countries’ GDP.  Put another way, Japan’s debt is 3-4x the total output of the country.  Can you image if your personal debt was 4x what your gross income was?  Any good financial planner would be screaming at you to reduce your debt and increase your income.

BCG: Ending the Era of Ponzi Finance - Total Debt to GDP

The debt situation is getting worse.  This is a bummer to say, but there are many reasons why the debt burden could increase over the next 20 years.

  • Under-funded pensions: Governments and companies have made promises to their citizens and retirees that have not adequately funded.  Pew recently reported that the largest 61 US cities have only funded 74% of their pension liabilities.
  • Longer lifespan and healthcare costs: People are living longer which is good news, but how will this all be paid for?  Healthcare costs are rising faster than inflation.  In the same Pew report, the top 61 US cities have only funded 6% of their retirees’ health care liabilities.  This is a huge problem that is getting worse.

Pew - Retiree Bills

  • Fewer young people: Often times, pension costs are paid for by the contributions of younger workers who are essentially paying it forward.  Well, what happens when you have fewer younger people than older people?  BCG put together this fascinating chart that shows that the population has already peaked in many Europe countries.  Even China (not one of the “developed countries” with a debt problem) has an issue with their population peaking much earlier than India because of the one-child policy.

Peak Population by Country - BCG: Ending the Era of Ponzi Financing

  • Rising interest rates: Although not explicitly mentioned in the BCG report, rising interest rates pose a huge risk.  Like any good monetarist, I believe the increase in money supply and competition for resources will drive up rates longer-term.  Have developed countries become too complacent?  How much longer will investors buy US government 30 year bonds at  3.125% (2/14/13).
  • Many other reasons including lower productivity, under-investment in the asset base, rising prices for resources, international competition, barriers to innovation

What’s to be done?  BCG argues that there are steps that can be taken to reduce the risk of this global financial car-wreck.  Find the full list here, starting on page 14.

They are not simple solutions.  Systemic issues require a strong dose of political will and leadership.  It will take more than just marginal improvement.  Financial sacrifices will be required from all interest groups.   Perhaps the most direct statement in the BCG report:

The critical starting point is to accept the fact that many of today’s debts will never be repaid and to embrace debt restructuring and defaults.

BOOM – If that is not a strong statement, that yes indeed, the debt burden of developed economies is a Ponzi scheme that does need some unraveling.

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7 Key Questions: Who, What, Why, When, Where, How, How Much?

Who, What, Why, When, Where?  These are five questions kids learn in grade school or when first learning a language.  It covers the basics and helps you understand the situation and context.  My high school friends can attest to my poor memory, but even I can remember these basic words in french: Qui, Quoi, Quand, Où, Pourquoi.

These 5 questions are fairly famous and an often-quoted way to think through problems.  They have been repeated by Cicero, Thomas Acquinas, and Rudyard Kipling.  Journalists are trained to answer those 5 questions whenever they write an article or press release.  These can also be useful for consultants, with two small additions.

How and How Much?  For any consultant eager to see her recommendations implemented, a lot of thought needs to be given to how it will be implemented and how much it might cost.  For all the snark-y comments about strategy consultants giving high-minded solutions that are condemned to be “shelfware”, there is a hint of truth that many good ideas die on the hill of implementation and cost.

What kind of problem is it?   There is a good chance that the client’s problem falls into one of these buckets.  If it is a strategy project, likely it is a WHAT question.  Conversely, if it is a operations-related project, it is really looking at HOW to implement a good idea efficiently. Most seasoned consultants have been on projects that touch these areas.

Questions and Topics

Answer the right question.  It is easy to fall into the trap of addressing the wrong issue.  All too often clients hire consultants to solve problem X, only to find out that the problem is actually with Y.   On a more personal note, I had dinner with a good friend last night and he adroitly pointed out that I was too focused on answering the HOW (on a big decision in my life), instead of taking a step back and answering the WHY and the WHAT.  Sanity check.

“Management is doing things right; leadership is doing the right things.” – Peter Drucker

Think broadly about the problem. Once you have targeted the right question, think a bit more laterally and see which of the other questions should be answered too.  The level of detail will vary, but you want to be as comprehensive as the time and budget allows.  In this example below, this hypothetical project actually covers a lot of ground.

Who What Why When Example

Look for the add-on work.  Chances are very good that during the course of solving one problem, you unearth other issues.  It is all too common for a $50,000 (loss-leader) diagnostic project to lead to a  $750,000 (profitable) project with multiple work streams and consultant teams.  Clients see that you do good work, and want more help.  It is natural and good thing for the client and the consultant.  Look for those opportunities.

“My greatest strength as a consultant is to be ignorant and ask a few questions.”  – Peter Drucker

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Leadership quotations from Maxwell, Drucker, Roosevelt, and Wooden

This week I thought a lot about leadership and ran across these quotations. . .

What is leadership?

“Leadership is influence” – John Maxwell

“Motivation is the art of getting people to do what you want them to do because they want to do it.”  – Dwight D. Eisenhower

Is leadership inherited or learned?

“Leaders aren’t born, they are made. And they are made just like anything else, through hard work. And that’s the price we’ll have to pay to achieve that goal, or any goal.” – Vince Lombardi“

“Leadership is a potent combination of strategy and character. But if you must be without one, be without the strategy.” – Norman Schwarzkopf

What do leaders do?

“Do not go where the path may lead; go instead where there is no path and leave a trail” – Ralph Waldo Emerson

“The day soldiers stop bringing you their problems is the day you have stopped leading them. They have either lost confidence that you can help them or concluded that you do not care. Either case is a failure of leadership.” – Colin Powell

“We can’t solve problems by using the same kind of thinking we used when we created them.” – Albert Einstein

Am I a leader?

“Whatever you are, be a good one.” – Abraham Lincoln

“We must become the change we want to see.” – Mahatma Gandhi

“You can’t let praise or criticism get to you. It’s a weakness to get caught up in either one.” – John Wooden

What’s the difference between leadership and management?

“Management is doing things right; leadership is doing the right things.” – Peter Drucker

“Management works in the system; Leadership works on the system.” – Stephen Covey

“The manager accepts the status quo; the leader challenges it.” – Warren Bennis

What is the sign of a good leader?

“The function of leadership is to produce more leaders, not more followers.” – Ralph Nader

“Good leadership consists of showing average people how to do the work of superior people.” – John D. Rockefeller

Are leaders always successful?

“Success is the ability to go from one failure to another with no loss of enthusiasm.” – Winston Churchill

“Strive not to be a success, but rather to be of value.” – Albert Einstein

What is the risk of being a leader?

“You must do the thing you think you cannot do” – Eleanor Roosevelt

“When a man assumes leadership, he forfeits the right to mercy.” – Gennaro Anguilo

“Talent is God given. Be humble. Fame is man-given. Be grateful. Conceit is self-given. Be careful.” – John Wooden

maxwell eisenhower lombardi schwartzkopf

emerson powell gandhi roosevelt

3 kinds of power: positional, relational and expertise

Recently, I was reminded that there are three types of power in the workplace.  While you might not have all 3 – you better have some.  Positional, Relational, Expertise.

I first heard this on a manager-tools.com podcast, but please let me know if you heard of it somewhere else too.  It’s a simple way to think through the problem, but perhaps the most elegant.  This applies to each of us professionally, and also to the client project.

3 Types of Power

Positional Power:  This is straight-forward.  It is tops-down power.  This power comes from the title, budget, headcount and the role that you hold. If it were a math formula it would look like this:   COO > VP > Director  > Mgr > Analyst

Positional power does work, but it is like a hammer – blunt, short-term and tiresome.  It is like telling your child to do something, and when asked “why”, you respond by saying “Because I am your father, and I said so.”  It works, but not really the best parenting.

Relational Power: This is the primary currency in large organizations.  People work together, help each other out, team-up for success, forgive mistakes, and generally stick together in the organization.  People are inter-related.  History is shared.  In Influence, Robert Cialdini writes extensively about reciprocity and other ways that people persuade each other.  Simply put, we are social creatures and relationships matter.

Expertise Power: This is where the individual shines.  This is where education, experience and real thinking come together to create expertise.  The MBA would direct you to something called the resource-based view (RBV), which states that really competitive advantage comes from things that are: 1) rare, 2) valuable, 3) difficult to imitate.  This is also true for people.

Another way to look at it is how Malcolm Gladwell argues in Outliers that real expertise takes 10,000 hours of practice.   This is based on fascinating research published in HBR called Making of an Expert.  As they state, “Consistently and overwhelmingly, the evidence shows that experts are always made, not born.”

How do consulting team accumulate power? Whether we know it or not, the consulting process is designed to help consultants accumulate power or influence at the client site.  These are the three keys to getting leverage and being effective.

Power - How Consultants Get Leverage1. Kick-off meeting. (Positional) It is customary to have a kick-off meeting where the executive sponsor formally introduces the consultants to her staff, thereby, “loaning” the consultants some of her authority.  This allows the consultants to do work and create change.  It’s like being a substitute teacher, it is a privilege and borrowed power.

2. Project plan. (Positional) Consultants like to stay on the project plan.  This serves many practical purposes such as organizing activities and scoping the work, but it also has a more subtle effect of giving control to the rhythm of the project.  The due dates create project momentum and pressure to finish the work.  It’s like being the air traffic controller; you are not flying the planes, but have a lot of say on how the airport runs.

3. Best practices. (Expertise) Consultants bring some objectivity because they benefit from working at multiple competitors, suppliers and customers.  Clients like to have that “outside-in” perspective and know where they stand relatively in performance.  “What is best practice?” is a common question from executives.  Best practices, maturity models, benchmarks, and survey results are all examples of expertise power.

4.  Data. (Expertise) Many clients actually don’t know where they stand.  They don’t know if they are running a 5 minute or a 12 minute mile.  They have a “sense” (which is usually right), but are hard-pressed to show the data.  Consultants love data for many reasons – including the fact that data gives the consultants credibility and conviction.

5. Being on-site. (Relational)  Generally, consultants don’t have a lot of relational equity.  They might know the “buyer” of the services, but often meet the stakeholders at the kick-off meeting.   So, it is critically important to get to know the working-level stakeholders as soon as possible.  Collaboration is a two-way street.  Some of it has to do with being professional, friendly, and helpful.  Some of it has to do with the tacit understanding that consultants can help (or sometimes hurt) career prospects.

In my mind, one of the main reasons that consultants are often at the client site Monday-Thursday is for relational reasons.  The travel is a beast, but it is an effective way to work with the clients, get to know each other, share meals, and build relationships.  The ex-CMO of Deloitte wrote a best-seller on building relationships called Never Eat Alone.  Guess what the main point of the book is. . . . . never eat alone.

Caveat. All of this power and influence is temporary, borrowed, and sometimes fragile.  Most of the consultants I have worked with are professional, well-mannered, and show the right level of respect to clients – but that is not always the case.  I know of consultants who have shouted, and even threatened working-level clients.  Low-class, unprofessional, and abusive.

The patriarch of McKinsey, Marvin Bower, rightly felt that management consultants should have the highest level of professionalism, integrity, and candor.  Completely agree.

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Bad data: 9 reasons clients often have data problems

No consulting project has perfect data.  In fact, it is usually a little bit like an Easter egg hunt where the team has a good idea where the data eggs might be, but can’t be 100% sure until they really start looking for it.

Most companies have trouble with their data.  While there is a lot of talk of BIG DATA and the revolution it will have in predictive analytics, in reality, many organizations have trouble patching together their SMALL DATA.  I would guess that only 1/3 of companies can can satisfy the consulting team’s data request.

Oddly, lack of data = consulting project.  For a bit of circular logic. . . it is often because the data is difficult to find, that the client has not really solved the problem yet.  As Seth Godin remarked in a blog post about “perfect problems”:

The only problems you have left are the perfect ones. The imperfect ones, the ones with a clearly evident solution, well, if they were important, you’ve solved them already

So, as odd as it sounds. . . consultants need to be thankful that the client’s data is usually a mess.  It means more work, projects, billing and money.

Data collection is often painfully slow.  Even when the location of the data is clear, it is common for the team to spend several days hunting down the right people to get the data.  Consultants often go to the client site just to request (read: pester, nag) the client to give them the data.  Clients could save themselves 5-10% of fees if they would just get the data to the consultants quicker.

Bad Data - Data is SomewhereGood data is hard to find.  In my experience, the larger, the more geographically dispersed, and the older the company = the messier the data.  Using the analogy of data flow like plumbing . . . the larger and older the house, the more it leaks.

Bad Data - 9 Reasons by Data is Bad#1-3. IT needs to update and standardize.  Too often IT only makes tactical repairs and spends their energy and budget just playing catch up.   Too often, clients customize the enterprise resource planning (e.g., SAP, Oracle) to match their process, instead of listening to the systems integrators and stick with best practices.  “Oh, we like to do it our way” is usually code words for messy data down the road.

#4. Sometimes legacy = bad.  Too often there is a resigned exhaustion of existing legacy processes.  “Yes, we do it on paper because we always did it that way.”   “No, I don’t have it written down because I remember it all.”  Those are all signs of trouble and poor planning. There is always someone – often with white hair and a beard – who knows how things really work. Talk about disaster planning: What happens if Al leaves?

#5-7. Time to clean the data.  The customer master (where you list all the key information of your clients) needs to be clean because it is used for billing, accounting, and other customer-relationship activities (e.g., sales calls, marketing direct mail).  Too often these are a bit of a mess.  For example, there will be 4 ways to spell Wal-mart, Wallmart, Walmart, Wall Mart.  With junky data, it is hard to analyze anything.

#8-9. Figure out the roles / responsibilities.  Who’s job is it anyways?  If it is everyone’s job, then in effect, it is no one’s job.  It’s not a good sign when veteran office workers who are uncomfortable using basic excel commands like sort and pivot.  While it seems basic, sometimes real-time analysis is just not valued enough to put into job descriptions and performance reviews.  Inevitably, it is the managers fault.

Data is not just lying around.  For those new to consulting, get ready to start digging for the data. Just some of the crazy examples from my past:

  • On my first consulting project, I spend several late nights alone typing shipping data from paper invoices into an excel spreadsheet
  • Just a few months ago, we consolidated data from 60+ separate emails into one excel.  How can you look at trend data when it is sitting in 60 daily reports?

Ask any analyst, and they will have their own hazing story of collecting data in some manual and crazy way.  As long as companies don’t take the time or the effort to do this, they will continue to pay $$$$ / hour for this mundane task to get done.

Data is a bit of a misnomer because it treats everything the same.  In my mind, there is a progression / hierarchy of the value of information which looks something like this.  It starts as noise, gets organized into data.  That data turns into information as it is structured, cleaned, rearranged, and sorted so it makes some sense.  Analysis takes shape as information is pivoted, correlated, appended, hypothesis-tested.  Insights are really gems and diamonds.  They are rare, valuable, and often very polished.  Only analysis and insights should be presented.Value of Data

Lack of data requires consultant creativity. Sometimes, consultants have to uncover, create, cleanse, triangulate or even create data to answer key questions.  Creativity is needed here.  It is also a great way to “wow” the client.

Creating data is not sketchy or unethical. Some of consulting tools used to find new data include: surveys, interviews, focus groups, workshops, financial comparisons, observations, estimates, simulations, business models, benchmarks, maturity models, and others.  More on surveys in the next post.

Please feel free to add any data war stories you might have. 

SIPOC: Consulting framework to untangle problems

SIPOC is an ugly sounding acronym, but it is a useful way to think through problems.  Clients often present consultants with complex processes that seemingly don’t have a start or a finish. They go on-and-on.  They are inter-related processes and it feels like an ugly excel formula full of nested if / then statements.  The more you dig, the more you uncover.

SIPOC - Initially looks like this

Structured thinking.  Sometimes, the best thing is to stop digging.  Take a step back and think through the problem.  Untangle the problem in a more structured way.  Figure out what sits outside the process.  What is the client really asking for?  What comes before the process (#1) and what comes after the process (#3).

SIPOC - Whats outside the process

Supplier, Input, Process, Output, Customer (SIPOC): Building on that example, a SIPOC diagram can be drawn out from left-to-right; suppliers provide inputs to a process, which in turn, provides outputs to customers.  It is a simple daisy-chain of activities and the real scope of the project is the area shown in red.  The process in the middle is what you are after.  The stuff on the left (suppliers, inputs) and the right (outputs, customers) are not really under your control, or potentially out of scope.  Focus on the red part.

SIPOCSIPOC applies to any process where there are suppliers and customers:
  • Business-to-consumer (B2C): Cleaning products
  • Business-to-business (B2B): Apple Airbook
  • Internal product design: Airbus engines
  • Sales support: Allstate insurance policies

#1.  Use SIPOC to control scope.  Clients often ask for additional work or small favors, under the same contracted fee.  The consultant might say yes a few times, but eventually there is a danger that the consultant is over-promising.  SIPOC is one of the tools to guard against scope creep and better define scope of the process improvement project.

#2. Use SIPOC to rule out hypotheses.  In the example above, If SC Johnson was having process issues, one hypothesis might be related to their supplier’s chemicals.

  • If the chemicals are the problem, you are well on your way to solving the problem
  • If the chemicals are not the problem, you strike it off the list of hypotheses, and move on to other potential hypotheses “suspects”

SIPOC - Rule out Hypotheses

Process improvement projects are common.  There is a bit of a myth that management consultants spend a lot of their time on strategy and marketing projects.  In reality, a lot of project work is very operationally-focused.  As you can imagine,  Fortune 1000 companies have lots of processes (across geography, across business units, across functions) that are generally going haywire and need re-wiring.  Also, ops projects tend to have a more measurable return on investment (ROI) and lower risk of implementation.

Even the big 3 strategy firms do plenty of process-improvement projects.  A few case studies where I am sure the teams benefited from some type of SIPOC analysis.

What is scope creep?

Scope creep = client wants more work done for the same money.   Not pretty.  It’s no surprise that consultants dread it.  It usually means late nights, grumpy analysts, dissatisfied clients, and potentially lower project margins.  All bad things.

In the end, it is a fancy word for misunderstanding.  What the consultant and client expect the project to deliver is different.  Sometimes it is the consultant’s fault for being unclear, sometimes it is the client’s fault for adding things on last-minute.  The consultant thinks he is  solving problem A, and the client thinks the consultant agreed to solve A+B+C.

Scope

It takes all kinds of forms.  This monster has many different shapes and sizes.  Ask any consultant, and he will commiserate with you about scope creep for several beers.

It happens all the time.  Although it rarely derails a project completely, scope creep is like the common house cold.  It happens on every project in one form or another.  Sometimes it’s just a client’s passing suggestion and other times it’s phrased more like a demand.

Scope creep = out of control.  Beyond the work and the money, I think there are other reasons why consultants find scope creep so demoralizing.  It’s a barometer that the project is not under control.  And trust me, consultants like to be in control.

Consultants are effective because clients have loaned us some of their organizational and political clout to set the pace, nudge clients into action, and keep the takt time of the work.  We have the leverage to get things done through our interviews, workshops, surveys etc. .

So when the client question the scope of the work, well. . . .  it’s a bummer.  It’s like one parent being second-guessed by the other parent in front of the kids.  What will the kids think?  This type of push-back chips away at the perceived (or actual) control we have of the project.  Even though clients are advocating for the consultants to do more work, perversely, the clients are making it harder for the work to get done.

Scope creep = longer project.  Consultants like project-based work.  We like the challenge of new projects and tend to get bored doing the same thing month-after-month, or -gasp-, year-after-year.  Project work is great because it has a start / middle / end.  There is a sense of accomplishment when all the work is turned in and the client says “thank you”.  Scope creep means delaying the celebration and satisfaction of a job well done.

Remedy #1: Be smart from the beginning.  Ideally, the project scope is clearly outlined in the proposal and the statement of work (SoW).  It is common for the SoW to be fairly explicit on what will get done during the course of the project.  Clients sometimes find it a bit repetitive and process-oriented, but it is really the only thing that protects the team and keeps guard-rails on the project.

Remedy #2: Re-iterate scope.  Don’t want to be too heavy-handed about this, but it’s helpful to remind the clients of the project scope.  Have them confirm your progress, and implicitly, agree on the end point.  There are subtle ways to do this too.  For example, you might have a page in your interim presentations which looks like this.

Controling scope creepYou can update it regularly to track progress.  The storyline goes. . . “We finished phases 1 and 2, and now we are focused on phase 3.”  If this is the same diagram that the client saw in the SoW, even better.  The more clients see it, the less likely they will fiddle with it.

It’s like a rock climber who puts anchors in the rock as he climbs; even if he falls, he doesn’t fall that far.  In the same way, the project milestones anchor the project’s progress.

Remedy #3: Say no the right way.  Scope is the senior manager / partner / director’s job.  They must protect the project team and manage the client’s expectations.  It only makes sense that the “boss” of the project is the one to gently push-back on the client:

  • They are usually the ones who have the client relationship
  • They are the ones who approved or wrote the statement of work
  • They own the project profitability and can decide to add more resources if needed
  • They are the “bad cops”. The day-to-day team can stay in the client’s good graces

Remedy #4: Be flexible.  There are times when it makes sense to give a little and do the extra work.  Sometimes, it doesn’t.  Saying YES to clients can get consultants in trouble.

Clients want to feel like savvy buyers of consulting services.  Clients want to have an answer to their boss’ sharp question, “Did we really need to hire the consultants?”  Our job is to give the client enough value (and coaching) so they say “Yes.”

Remedy #5: Think like Ferrari.  Clients pay us for our experience, objectivity and professionalism.  As Enzo Ferrari said, “The client is not always right”

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