Company Profile: Evolving Logic

Decision-making has become a universal challenge for managers, entrepreneurs, technologists, and investors in the high tech industry, as it confronts one of its most tumultuous and unpredictable eras. Evolving Logic hopes it can leverage the timing of this uncertain climate through its star product, computer-assisted reasoning (CAR) software--that transcends the flaws of traditional analytical processes, and assists companies to prepare not just for select outcomes, but for any shape the unseen future might take.


During Larta's panel discussion on digital cinema last month, each of the speakers debated the problems and solutions involved in implementing a widespread digital theatrical distribution system. As this technology brings promise and threat to the existing industry, every business sector involved--film studios, technology providers, post production companies, theater owners--are caught in a sea of conflicting forecasts as to how it will all pan out. Attending the panel session was one of the founders of Evolving Logic, Robert Lempert, who recognized that the D-Cinema challenge being debated that evening is exactly the kind of business dilemma the company is trying to resolve. Evolving Logic does not have any silver bullet to resolve the complex problems of digital film distribution to cineplexes. But it does have software that takes traditional strategic planning to a more developed level than the best management team could possibly achieve on its own.

"When you're thinking of digital technologies in media and entertainment,
you're talking about a paradigm-shifting technology, a situation where all the bets are off," says Steven Popper, the company's Chief Operating Officer. "What's happening in the absence of actual information is that each of these groups are making certain assumptions. So you get into big arguments that factor into the decision, where what you're arguing over is 'which set of assumptions is most likely', and then it becomes impossible to choose between them."

The idea for the technology and the company came to Popper and his cofounders, President Robert Lempert and Director of Technology Development Steve Bankes, while working together at RAND, where their business focus was in advanced analytical techniques to resolve problems for clients. It was then, Popper says, they became aware of a problem--these type of advanced analytical tools were available, but were not being utilized to the fullest potential to help design challenging strategies in an unpredictable business climate.

"There is an amazing body of human accomplishment and intellectual artifacts, tools that have been designed to help people reason and analyze facts and go through deductive, logical processes," Popper says. "But very few tools to help how human beings reason out of these conditions of deep uncertainty. So we talked about what could be done and realized that building tools was the key to the job. We didn't want to talk about theory; we wanted to build tools."

Human decision processes can only comprehend and base decisions upon a very limited set of possible outcomes, and, as with digital cinema, just because investment and planning is directed at those sets of possibilities, it doesn't mean that those are the best choices. No matter how educated a guess a company is making, it is still at a disadvantage by being a bet waged on a limited, if not singular, outcome. What the CAR technology does is identify all possible scenarios and strategies across all the playing fields. Then it selects multiple strategies that seem best, based upon the widest range of alternative outcomes.

"This allows people to operate in a regime of disruptive, revolutionary
technology (like digital media distribution) with some sort of navigational tools," says Popper. "The problem with new technology introduction is it's like operating a speedboat in the fog, and you need a way of looking forward and to understand what it is you might be confronting."

One of Evolving Logic's projects with the CAR software was with the Ford Motor Company. Ford used the technology to assist in its manufacturing strategy for a vast fleet of vehicles so they would be in accordance to current and possible future CAFE (corporate average fuel economy) standards, which pertains to the miles per gallon a car burns. What the standards would be was dependent upon very unpredictable factors (fluctuating gas prices, political climate), and Ford had the disadvantage of having hundreds of technologies which it could invest in that would provide better fuel economy.

"So what we did is build a software system for them, CARAFE (Computer Assisted Reasoning Application for Fuel Economy)," Popper says. "This allowed them to put together a wide number of different technology programs to examine them across tens of thousands of alternative futures, to weigh which serve their needs best, and assist them in their future efforts."

Evolving Logic's own long-term business strategy is not based on simply building upon its current activity, which is customized software, but in creating software that can be sold in mass, tailored to industry sectors as opposed to individual clients. Yet the company is aware that in a time of great apprehension amongst business leaders, selling any application that can take over decision-making control is an ambitious challenge, although one that is exciting for them.

"There are all kinds of ways of thinking that we've been taught since an early age that make it difficult to accept that there's a completely different way of thinking with computers. What we're doing is going back to the fundamental rules of computer science. Now that we have such powerful computers and that we now have memory and storage no longer being issues, how does this change computer assisted reasoning? Our product is ultimately an attempt to bring about a paradigm shift, and that's not necessarily a comfortable place to be in as a small business."

by Wendy Hall
Larta Staff Writer