Balanced Scorecard: Big data e PMEs

quinta-feira, dezembro 12, 2013

Big data e PMEs

A leitura de "Is There Hope for Small Firms, the Have-Nots in the World of Big Data?" fez-me recordar uma conversa desta semana numa micro-empresa.
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A empresa teve a sua primeira fase da auditoria de concessão, para a certificação do seu sistema de gestão da qualidade. Nessa auditoria, o auditor apresentou como oportunidade de melhoria a contabilização, como indicador isolado, da facturação devida aos novos clientes. Comentei com a empresa que achava a sugestão interessante, resposta do responsável da Qualidade:

- Qual a vantagem em termos práticos? Os gerentes conhecem todos os clientes, falam com todos eles, sabem perfeitamente quem rende e quem não rende.

E, a partir desta resposta regresso ao artigo referido inicialmente. Quando leio casos sobre a implementação do Balanced Scorecard nos Estados Unidos é comum verificar que são projectos em que a implementação dura mais de um ano porque há que alinhar várias unidades de negócio dispersas por um ou mais continentes. Os decisores nas empresas grandes estão tão longe do contacto directo com os clientes que precisam do Big Data para tentar obter pistas sobre o que se está a passar. Até que ponto é que o Big Data será assim tão relevante para as PMEs que lidam directamente com os seus clientes? Quantas pessoas medeiam entre um cliente e um gerente?

2 comentários:

Anónimo disse...: O não acesso à Big Data pode ser uma arma para as PME's.
Uma das características mais surpreendentes da Big Data é a de que o ruído aumenta de uma forma mais do que proporcional ao aumento das variáveis introduzidas (recorro a um dos mestres: http://www.wired.com/opinion/2013/02/big-data-means-big-errors-people/).
Eu diria que focar, com F grande, na Small to Medium Data (Social Network Analysis é um bom exemplo) parece ser o melhor caminho para as PME's.

Luis Tinoco Azevedo; 12 de dezembro de 2013 às 16:29
CCz disse...: Boa achega!!!
Muito obrigado; 12 de dezembro de 2013 às 23:22

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"It is widely believed that restructuring has boosted productivity by displacing low-skilled workers and creating jobs for the high skilled."Mas, e como isto é profundo:"In essence, creative destruction means that low productivity plants are displaced by high productivity plants." Por favor voltar a trás e reler esta última afirmação.
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“It's not enough that we do our best; sometimes we have to do what's required”.
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“It is not the strongest of the species that survives, nor the most intelligent; it is the one that is most adaptable to change.”

"o Marketing só existe a partir do pensamento estratégico, caso contrário "não resulta""
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"Perder diversidade é como arrancar páginas de um livro. Quantas páginas poderemos arrancar até deixar de compreender o enredo?"
The great enemy of the truth is very often not the lie – deliberate, contrived and dishonest – but the myth, persistent, persuasive, and unrealistic. Belief in myths allows the comfort of opinion without the discomfort of thought."

"By strategy, I mean a cohesive response to a challenge. A real strategy is neither a document nor a forecast but rather an overall approach based on a diagnosis of a challenge. The most important element of a strategy is a coherent viewpoint about the forces at work, not a plan."

"Un desastre està punt de succeir a Espanya. El malentès de la gravetat de la crisi costarà car als inversors, ja que tindrà profundes conseqüències per a tot el sistema bancari europeu", afirma.

Entre d'altres coses, Mauldin diu que "els inversors estan fumant crack si creuen que els bancs espanyols són entre els més forts d'Europa, ja que estan amagant les seves pèrdues".

“… there are no “sunset” industries condemned to disappear in high wage economies, although there are certainly sunset and condemned strategies, among them building a business on the advantages to be gained by cheap labor”

"o vencedor da vida, o optimista que vive em incesto com o próprio ego, é o traço mais frágil do líder"

"We shall not grow wiser before we learn that much
that we have done was very foolish."
You may not be able to change the world but can at least get some entertainment & make a living out of the epistemic arrogance of the human race.

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“Trust your guts. But not too much!”

"Customers will try 'low-cost providers,' because the majors have not given them any clear reason not to." "

"Natal é quando as Crianças pedem e os Pais pagam. Défices é quando os Pais pedem e as Crianças pagam."

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"What a man sees depends both upon what he looks at and also upon what his previous visual-conceptual experience has taught him to see"

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O problema não é o consumo. O problema é o consumo assente em endividamento."

"There are designations, like "economist", "prostitute", or "consultant" for which additional characterization doesn't add information."

When it becomes more difficult to suffer than change, you will change"

"Hope is not a strategy and a crisis is a terrible thing to waste"

The more you can see of the present, the more you can see of the future"

Yes, You can change the future, but only changing the present"

"Entrepreneurship is 'Having aspirations greater than your resources'"

“The single biggest reason companies fail is they overinvest in what is, as opposed to what might be."

"The first principle is that you must not fool yourself - and you are the easiest person to fool. So you have to be very careful about that"

"A estabilidade é uma ilusão"

"When we create the conditions of possibility, the universe becomes our co-conspirator"

Thinking about doing is not doing. Talking about doing is not doing. Doing is doing."

"'God has created me to do him some definite service. He has committed some work to me which he has not committed to another'.

...

"Each of us has a mission, each of us is called to change the world, to work for a culture of life, a culture forged by love and respect for the dignity of each human person.

"As our Lord tells us in the Gospel we have just heard, our light must shine in the sight of all, so that, seeing our good works, they may give praise to our heavenly Father."

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"confusing testosterone with strategy is a bad idea"

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"O Portugal que pára sem orçamento é precisamente aquele que vive dele e que há todo o interesse em parar."

"credibilidade da política financeira e dos seus executores está ao nível da credibilidade de uma barraca das farturas"

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"They can because they think they can"

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"Value it's a feeling not a calculation"

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"Don't finish first--it's not about running a rat race. Start with a better ending in mind."

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"The 'value added' for most any company, tiny or enormous, comes from the Quality of Experience provided."

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"I have found that assuming social scientists understand the difference between correlation and causality is not generally a good one."

"Promising never to raise taxes, without reaching a deal on spending, really means a high and rising commitment to future taxes."

"Some things are so foolish that only an intellectual could believe them, for no ordinary man could be such a fool"

"os bancos não financiam a economia, a poupança sim"

"I do not know the key to success, but the key to failure is trying to please everybody"

"Never be afraid to try, remember... Amateurs built the ark. Professionals built the Titanic."

"terms such as 'experiment' and 'observation' cover complex processes containing many strands. 'Facts' come from negotiations between different parties and the final product - the published report - is influenced by physical events, dataprocessors, compromises, exhaustion, lack of money, national pride and so on."

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“Uma moeda boa e forte é como a saúde. Só lhe damos verdadeiramente valor quando não a temos.”

"Life’s tough. It’s tougher if you’re stupid"

"O homem de bem exige tudo de si próprio; o homem medíocre espera tudo dos outros"

"Change is a threat when done to me, but an opportunity when done by me."

"As elites foram deixando de falar das exportações à medida que se foi percebendo que o país consegue exportar sem elas"

"Your toughest competition is the little voice inside your head telling you to stop"

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"Built to last" is bad economics. Built to do something great" is the better idea. Think: "Creative destruction."

"the world is an uncertain place no matter how many Greek letter equations you affix to a problem."

"You never change things by fighting existing reality. To change s.th., build a new model making the existing model obsolete"

“No, no, you're not thinking; you're just being logical.”

"Success is not a destination. It's the trail you leave behind you."

"Winners make a habit of manufacturing their own positive expectations in advance of the event."

“You’ve got to start with the customer experience and work back toward the technology – not the other way around”

"Strategy as the "smallest set of - intended or actual - choices and decisions sufficient to guide all other choices and decisions sufficient to guide all other choices and decisions."

"When something is commoditized, an adjacent market becomes valuable"

"nature evolves away from constraints, not toward goals"

"There aren't any textbooks on what to stop doing!"

"With great power comes great irresponsibility "

"Weird things happen when you take price out of the equation for consumers"

"‘It’s so damn complex. If you ever think you have the solution to this, you’re wrong and you’re dangerous.’"

"Saruman believes it is only great power that can hold evil in check, but that is not what I have found. I found it is the small everyday deeds of ordinary folk that keep the darkness at bay. Small acts of kindness and love."

"Increasing stuff that doesn't add value dilutes existing value."

"O federalismo não é a alternativa à troika, é a troika para sempre."

"Never underestimate the difficulty of changing false beliefs by facts"

"Stressors are information"

“If you hear a “prominent” economist using the word ‘equilibrium,’ or ‘normal distribution,’ do not argue with him; just ignore him, or try to put a rat down his shirt.”

"The advantage of experiences over things for most of us is that we can make them seem unique, which = scarce, which = value"

"Pedras no caminho?

Guardo todas, um dia vou construir um castelo"

"Without risk, faith is an impossibility."

"Não posso com quem vive a achar que os outros lhe devem sempre alguma coisa."

"In a world of increasing automation, our ability to perform tasks is not nearly as important as our ability to dream. The questions we need to ask are not ones of action, but ones of meaning"

"Me arrancam tudo a força e depois me chamam de contribuinte."

"Letting people vote for expensive programs that “somebody else” will finance is a good recipe for getting people to vote irresponsibly"

"what's fairness gotta do with pricing based in value?"

"The epic battle of our generation is between the status quo of mass and the never-ceasing tide of weird."

“Price is emotional”

"There will always be a reason why you can't pursue it, until competitors create a reason why you must."

"The most important thing to study is opening theory"

"The greater the contrast, the greater the potential"

“Customers don't care about your solution, they care about their problems.”

"Todos querem conhecer a verdade, mas o que desejam é que lhes contem uma mentira em que não sejam protagonistas."

"Execution efficiency strangles innovation in the crib, but not with malice, by default.”

"Our obsession with scalability is getting in the way of unleashing the potential of the 21st century."

"The system is optimized to mitigate risk, not create value"

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"Customers care about outcomes, not effort, technology, or originality."

" I can't believe it. That is why you fail."

"You don't have to pick between 1) playing the game and 2) not playing the game. You can *change* the game."

""The first principle is that you must not fool yourself and you are the easiest person to fool." "

"Debt may have ended up as a problem, but it always starts out as a solution."

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quinta-feira, dezembro 12, 2013

Big data e PMEs

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