Javelin Software

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Javelin Software Corporation (1984-1988) was a company in Cambridge, Massachusetts which developed an innovative modeling and data analysis product, also called Javelin, and later Javelin Plus. Seen as the successor technology to spreadsheet software in reviews of the time, and rival to the then-dominant Lotus 1-2-3, Javelin won numerous industry awards, including besting Microsoft's new Excel for the InfoWorld Software Product of the Year award.

Javelin Software fell on difficult times when their Initial public offering had to be cancelled due to it being scheduled for only a few days after the stock market crash of 1987. The company's assets were later purchased by Information Resources, Incorporated (IRI), which sold enhancements to Javelin until 1994 when IRI was itself purchased by Oracle Corporation, who promptly discontinued the product.

Unlike models in a spreadsheet, Javelin models are built on objects called variables, not on data in cells of a report. For example, a time series, or any variable, is an object in itself, not a collection of cells which happen to appear in a row or column. Variables have many attributes, including complete awareness of their connections to all other variables, data references, and text and image notes. Calculations are performed on these objects, as opposed to a range of cells, so adding two time series automatically aligns them in calendar time, or in a user-defined time frame.

Data are independent of worksheets—variables, and therefore data, cannot be destroyed by deleting a row, column or entire worksheet. For instance, January's costs are subtracted from January's revenues, regardless of where or whether either appears in a worksheet. This permits actions later used in pivot tables, except that flexible manipulation of report tables is but one of many capabilities supported by variables. Moreover, if costs are entered by week and revenues by month, Javelin can allocate or interpolate as appropriate. This object design enabled variables and whole models to reference each other with user-defined variable names, and to perform multidimensional analysis and massive, but easily editable consolidations.

Javelin encourages viewing data and algorithms in various self-documenting ways, including simultaneous multiple synchronized views. For example, users can move through the connections between variables on a diagram while seeing the logical roots and branches of each variable. This is an example of what is perhaps its primary contribution--the concept of traceability of a user's logic or model structure through its twelve views. A complex model can be dissected and understood by others who had no role in its creation, and this remains unique even today. Javelin was used primarily for financial modeling, but was also used to build instructional models in college chemistry courses, to model the world's economies, and by the military in the early Star Wars project. It is still in use by institutions for which model integrity is mission critical.

Javelin received multiple awards, including: "Best of 1985" for technical excellence from PC Magazine^[1]; "Most Significant Product" from PC Week; and "Software Product of the Year" from InfoWorld.^[2]

Javelin was conceived and designed by co-founders Rob Firmin, Chairman and CEO, and Stan Kugell, President. The Javelin development team was led by Christopher Herot, Vice President of Engineering, and included Charles Frankston, brother of spreadsheet co-inventor Bob Frankston, Arye Gittleman, John R. Levine, Louise Cousins (Pathe), and Peter Pathe.

Some parts of Javelin's approach were later used by other products such as Lotus's Improv and Quantrix Modeler. Lotus essentially copied two of Javelin's features (named data arrays and pivot tables) onto a NeXTSTEP-based and later Windows-based GUI to create Improv.^{[citation needed]} Since Improv was not based on 1980s MS-DOS technology, it suffered less memory-based limitations than Javelin.

While its business failure has been attributed to the infancy of business GUI software at the time,^[3] enterprise-wide financial models converted into Javelin models strained the PC resources of the day. Simply put, most desktop PCs were simply not powerful enough for large Javelin models and all its capabilities. Despite this, it remained a standard for financial modeling and econometrics for several years after it was discontinued by Oracle.