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Serving Algorithms

Over two decades of research and development has resulted in eight core algorithms that enable Smartsettle’s intelligent solutions. Smartsettle’s neutral site is in the business of serving these algorithms to decision makers with conflicting objectives in order to help promote agreement.

The neutral site through a special API receives information from its users and responds by serving information that helps collaborative negotiators reach fair, efficient, and timely agreements. In short this is a “collaborative negotiation service”. 

The Smartsettle algorithms are implemented at the neutral site in order to support the Smartsettle Software As A Service (SAAS) model. They typically operate in this order:

  • Single Negotiating FrameworkSM (SNF)
    • establishes the context for the negotiations and any conditions that will apply once agreement has been reached
  • Comprehensive Preference AnalysisSM (CPA)
    • enables the system to  learn the underlying priorities and interests of the parties
  • Visual Blind BiddingSM (VBB)
    • enables the parties to submit both open and secret offers in a way that helps parties reach agreement quickly
  • Reward Early EffortSM (REE)
    • distributes the overlap in a way that discourages holding back and motivates collaboration
  • Automatic Deal-CloserSM (ADC)
    • resolves a small gap impasse in a more intelligent and fair way than the traditional split the difference
  • Fairness Enhancing NormalizationSM (FEN)
    • adjusts satisfaction scales in order to make fair comparisons among all the parties
  • Maximize the Minimum GainSM (MMG)
    • analyses comprehensive preferences to uncover and fairly distribute hidden value after a Baseline agreement has been reached
  • Expert Neutral Deal-CloserSM (END)
    • integrates neutral intervenors in a safe way, but only as a last resort in order to guarantee a collaborative outcome

The first task of negotiators is to build an SNF, which is like the final agreement except for blanks representing unresolved issues. CPA determines how parties become satisfied on each issue so that Smartsettle can generate intelligent suggestions. VBB allows parties to make secret bids on these suggestions. An overlap results in a deal. Behind the scenes, Smartsettle REE makes it counterproductive to hold back. Resulting increased settlement rates saves time and money in all types of negotiations and promotes access to justice in dispute resolution. If there’s a small gap then the ADC can close it instantly and without bias by rewarding early effort. FEN encourages parties to focus on what they want by making sure that no party is able to game the system. Normalization and improvement algorithms are only relevant to multivariate problems. By the time negotiators get this far there should be a deal. But in the rare case of no agreement in Final Session, parties can agree to the END, which will guarantee a collaborative outcome.

The Smartsettle service is used in simulated negotiations, games, and in real-life. If you have a negotiation that could benefit from Smartsettle’s service you may wish to take the Resolution Cloud demonstration site for a test drive. Start by negotiating against our robot. Supplement that by practicing with a real opponent. When you are ready create a real case. If your case is simple Smartsettle ONE may do the job. Smartsettle Infinity is at hand for the most complex high-value multivariate multilateral cases on earth. Facilitators are standing by ready to help.

If you already have your own application and would like to enhance it with Smartsettle powered intelligence this can be done quickly and painlessly with a white-label site that subscribes to our neutral site via an API. White-labeled sites can be configured to suit  a wide variety of needs. If you have a special need that is not represented by our configuration options then talk to us about a plugin.

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ONE Qualifies For BCIP Funding

iCan Systems Inc. is very pleased to announce that that its proposal to the Build in Canada Innovation Program (BCIP) was chosen from among hundreds to receive major funding for a technology pilot with a Canadian federal government department. Dr Ernest Thiessen, President and CEO sees the award as a vote of confidence, “We are delighted to receive our first pre-qualification within the BCIP program. This is a testament to our mission to advance collaborative decision making all over the world. We are now looking for testing departments within the Canadian government that are interested to take advantage of this funding. The best candidates are situations with a high-volume of low value disputes that can be reduced to a single monetary issue, such as insurance claim settlements, or small claims in general.” More…

About the Build in Canada Innovation Program

Administered by the Office of Small and Medium Enterprises (OSME) of Public Works and Government Services Canada (PWGSC), the BCIP is a unique program that supports Canadian businesses by procuring and testing their late stage innovative products and services within the federal government before they are taken to market. BCIP helps Canadian companies of all sizes move their state-of-the-art goods and services from the laboratory to the marketplace. Through the BCIP, companies can sell their pre-qualified innovations to the federal government as their first reference sale. After testing a company’s innovation, federal departments provide feedback on the innovation’s performance in an operational setting. The program pays up to C$500,000 for non-military innovations and up to C$1,000,000 for military innovations. More about BCIP…

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Smartsettle ONE on Display

Smartsettle ONE is on display at Resolution Cloud as an entry level system for formal negotiations that can be easily reduced to a single issue between two parties. Insurance claim settlement negotiations or small claims about money are ideal candidates for ONE. This revolutionary cloud-based negotiation system utilizes advanced algorithms to gently and intelligently turn an adversarial process into a collaborative, successful experience.

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AI and the Science of the Deal

Matthew Hutson, writing for the journal Science in his recent article, “How artificial intelligence could negotiate better deals for humans” observed, “You may know the art of the deal, but there’s a science to it, too. And artificial intelligence is beginning to learn it. Computers that could negotiate for us could automate and optimize everything from traffic intersections to global treaties.”

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