The semi­con­duc­tor indus­try places excep­tio­nal demands on data ana­ly­sis. Com­plex manu­fac­tu­ring pro­ces­ses, high-dimen­sio­nal mea­su­re­ment data, and the need to detect qua­li­ty issues ear­ly make powerful, spe­cia­li­zed ana­ly­ti­cal tools indis­pensable. Stat­Soft has respon­ded to the­se requi­re­ments by deve­lo­ping a suite of exten­si­ons for Spot­fi­re, desi­gned spe­ci­fi­cal­ly for the needs of semi­con­duc­tor manu­fac­tu­ring.

Spotfire as a Platform, Extended Through Custom Development

Spot­fi­re pro­vi­des a powerful foun­da­ti­on for data-dri­ven ana­ly­sis. What many users may not rea­li­ze is that Spot­fi­re can be deep­ly cus­to­mi­zed and exten­ded with enti­re­ly new capa­bi­li­ties through a ran­ge of exten­si­on tech­no­lo­gies. Stat­Soft lever­a­ges exact­ly the­se pos­si­bi­li­ties, buil­ding solu­ti­ons on top of them that go well bey­ond what the stan­dard plat­form offers.

The three tools pre­sen­ted here illus­tra­te the breadth of what is pos­si­ble and demons­tra­te how the Stat­Soft team com­mands the­se tech­no­lo­gies to deli­ver prac­ti­cal, real-world solu­ti­ons.

Data Explorer: Structured Data Navigation at Your Fingertips

Semi­con­duc­tor manu­fac­tu­ring gene­ra­tes mea­su­re­ment data in lar­ge volu­mes and gre­at varie­ty. The Data Explo­rer makes navi­ga­ting the­se data­sets signi­fi­cant­ly easier. Users can search and fil­ter spe­ci­fi­cal­ly for wafer runs, lots, or par­ti­cu­lar mea­su­re­ment points wit­hout having to work through nes­ted menus or com­plex query logic.

The Data Explo­rer is built as a C# Exten­si­on for Spot­fi­re, a tech­no­lo­gy that allows enti­re­ly new con­trol panels and func­tions to be inte­gra­ted deep­ly into the Spot­fi­re envi­ron­ment. The Stat­Soft team has used this capa­bi­li­ty to crea­te an intui­ti­ve inter­face that fits seam­less­ly into the fami­li­ar Spot­fi­re work­flow.

Wafer Map: Spatial Patterns at a Glance

One of the cen­tral visua­liza­ti­ons in semi­con­duc­tor analytics is the wafer map, which dis­plays mea­su­re­ment values spa­ti­al­ly across the wafer sur­face. This makes it imme­dia­te­ly pos­si­ble to spot sys­te­ma­tic pat­terns such as edge effects or pro­cess-indu­ced inho­mo­genei­ties.

The Stat­Soft Wafer Map is built as a Action­Mod that inserts and con­fi­gu­res Spot­fi­re visua­liza­ti­ons in a stan­dar­di­zed way. The Wafer Map responds to sel­ec­tions, can be embedded in dash­boards, and beha­ves just like a nati­ve Spot­fi­re visua­liza­ti­on, even though it was deve­lo­ped enti­re­ly by Stat­Soft.

Measurement Summary: Relevant Key Figures in Context

The Mea­su­re­ment Sum­ma­ry pres­ents rele­vant sta­tis­ti­cal metrics for sel­ec­ted mea­su­re­ments in a clear, con­text-awa­re lay­out. Users quick­ly gain a struc­tu­red over­view of means, vari­ances, and other qua­li­ty indi­ca­tors wit­hout nee­ding to con­fi­gu­re their own cal­cu­la­ti­ons or table views.

Tech­ni­cal­ly, the tool is built as an Action­Mod to prepa­re an inter­ac­ti­ve ana­ly­sis. Here too, the Stat­Soft team has made full use of what the tech­no­lo­gy offers, crea­ting a solu­ti­on that is easy to use and meaningful­ly sim­pli­fies day-to-day ana­ly­sis work.

More Than Off-the-Shelf Software: The Expertise to Deliver

What the three tools have in com­mon is not only their prac­ti­cal value in semi­con­duc­tor manu­fac­tu­ring but also the tech­no­lo­gi­cal depth behind them. C# Exten­si­ons, Visua­liza­ti­on Mods, and Action­Mods are distinct exten­si­on tech­no­lo­gies, each requi­ring its own spe­cia­li­zed know­ledge in deve­lo­p­ment and inte­gra­ti­on. The Stat­Soft team is pro­fi­ci­ent across all of them and can app­ly each one pur­po­seful­ly to build solu­ti­ons tail­o­red pre­cis­e­ly to the requi­re­ments of a given appli­ca­ti­on.

Every pro­ject beg­ins with a tho­rough under­stan­ding of the actu­al busi­ness requi­re­ments. What data is available? What ques­ti­ons need to be ans­we­red? Which work­flows should be sim­pli­fied or auto­ma­ted? From this foun­da­ti­on, solu­ti­ons are built that not only work tech­ni­cal­ly but are genui­ne­ly used in ever­y­day prac­ti­ce.

Interested in a Tailored Solution?

Whe­ther in semi­con­duc­tor manu­fac­tu­ring or other indus­tries with deman­ding ana­ly­ti­cal requi­re­ments, Stat­Soft works with cus­to­mers to deve­lop exten­si­ons and work­flows that pur­po­seful­ly expand exis­ting plat­forms such as Spot­fi­re or Sta­tis­ti­ca.

Get in touch to explo­re tog­e­ther what pos­si­bi­li­ties exist for your spe­ci­fic use case.