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A smart solution for industrial network efficiency",{"slug":231,"title":232},"2026-05-04T18:33:44.922Z",{"slug":135,"image":-1,"gallery":355,"icon":-1,"featured":144,"title":138,"subtitle":356,"description":139,"content":148,"category":357,"group":29,"date_updated":360},[],"Theory and practice hand at hand.",{"slug":358,"title":359},"resources","Resources","2026-05-04T18:39:44.564Z",{"slug":119,"image":-1,"gallery":362,"icon":-1,"featured":144,"title":123,"subtitle":363,"description":124,"content":148,"category":364,"group":29,"date_updated":365},[],"Key personal in our team.",{"slug":221,"title":222},"2026-05-04T18:44:30.069Z",{"data":367},{"product_group":368,"services_group":406,"articles_items":492,"location_items":501},[369,378,390],{"slug":18,"item_label":370,"product_list":371},"TAP Smart Factory",[372,374,376],{"id":373},"6e0e6bba-c88b-465a-964c-6eff324548ae",{"id":375},"71ca8a29-e7e9-4bf5-8611-2aede7e72c1a",{"id":377},"d51fbfea-3863-4bc5-a6b0-0357e11f0230",{"slug":36,"item_label":37,"product_list":379},[380,382,384,386,388],{"id":381},"1b3d04c5-9703-4fb4-b87b-f0c15c8ce0a7",{"id":383},"92d1ac28-28f9-48d9-ba25-452c48e71114",{"id":385},"6959cc85-dfdb-4d33-8aab-40b59ad55a22",{"id":387},"5db29134-8ffe-4a63-b000-3267d0d74990",{"id":389},"9e11049d-d670-4834-bc4c-c448fbbea148",{"slug":391,"item_label":392,"product_list":393},"t3-b","T3B",[394,396,398,400,402,404],{"id":395},"16e32120-6491-4be5-a2e0-11cf36a4fbea",{"id":397},"230796c8-97d5-4982-9ca4-ffebc5e40bf2",{"id":399},"7b7cd5ef-f693-4bf1-9cd7-250e0aa151ec",{"id":401},"33276467-035d-426e-a471-b75a3c1b723a",{"id":403},"2b4e3e92-07b3-4533-aa5f-c4dafc6c2b52",{"id":405},"afb17f72-767e-4b39-a2e1-ef35a3ac3e82",[407,448,470],{"slug":408,"item_label":409,"service_list":410,"translations":445},"vendors","Vendors",[411,413,415,417,419,421,423,425,427,429,431,433,435,437,439,441,443],{"id":412},"1dd5dbf1-3f06-4581-8de5-4044f0c90ba4",{"id":414},"53dec2da-cf4a-4b50-afd0-c9d3e00f4b30",{"id":416},"77bb4415-4b2b-4a4b-9c20-c85de22e0758",{"id":418},"9c3e330e-0268-47df-9bf7-80f7dd02f814",{"id":420},"1d5d0500-ed2e-4f9d-a1d5-e7cc6ab81483",{"id":422},"8d2340cc-a274-495b-820b-7032cce33336",{"id":424},"63c75ccf-3ad6-4b27-a004-cc1be0f22bb4",{"id":426},"955fe295-c31c-4a7c-a616-fb0a60b7b1b2",{"id":428},"8ebcc374-3ae1-4783-ab8a-e04c0873d5cd",{"id":430},"b701ac4d-e4b6-4f4b-b944-44506b909e28",{"id":432},"d535d8e3-bb6a-47cc-9103-d1519ff8f31f",{"id":434},"1f35c71a-4eb7-41cd-ae77-68b586f53ce9",{"id":436},"67b18a9f-55ae-4449-ad5f-30a7f8e3e69e",{"id":438},"ebd14020-da0b-48f4-967b-6c4dbd3002e2",{"id":440},"8e81423d-9764-4cf6-903a-19a0b04de887",{"id":442},"5f70385e-04fd-4507-96ad-f3c34ebd551f",{"id":444},"2cad7ca4-badf-4548-95d0-ae37d40002ef",[446],{"title":447},"Our Vendors",{"slug":8,"item_label":449,"service_list":450,"translations":467},"General Services",[451,453,455,457,459,461,463,465],{"id":452},"53970215-b605-42e6-8f4d-5f94f2d5aec4",{"id":454},"5ce520d0-997c-46f9-902a-2e0e215a7e73",{"id":456},"d7a20da8-26fb-43ff-80e8-0fe252f83f82",{"id":458},"8378ed0b-3266-4698-9f37-1088f2ecefbd",{"id":460},"5166aa1a-17a0-4d83-a0f6-26e78ba2452e",{"id":462},"caadfc24-4ef7-4915-8b89-19df786664cb",{"id":464},"80cc20f1-c6cf-4def-af9f-0b5c0c78dd73",{"id":466},"1e2657f5-7043-498a-b0c2-63cd03a85625",[468],{"title":469},"List of IT services",{"slug":102,"item_label":471,"service_list":472,"translations":489},"System Support Offers",[473,475,477,479,481,483,485,487],{"id":474},"a7fa329b-0aaa-411f-8498-904d4993516f",{"id":476},"b30f13c9-c3c1-4c2a-b826-926fd545d646",{"id":478},"f17c894d-37a6-4d55-8d79-bf4331534909",{"id":480},"7c47c0c9-6726-4981-9cdf-6b44aeb59bd4",{"id":482},"e27135d9-f518-4222-b68c-13e84015d0ce",{"id":484},"770e11f1-df34-4e8f-adec-94b4218a8bbd",{"id":486},"19641302-c99a-4c5b-a776-94f0454f203e",{"id":488},"1973ca4c-c61d-4971-96be-917162504cf7",[490],{"title":491},"T3Soft cloud integration.",[493,497],{"slug":119,"item_label":120,"category":494,"translations":495},{"slug":221},[496],{"title":123},{"slug":126,"item_label":127,"category":498,"translations":499},{"slug":221},[500],{"title":130},[502,503,504],{"title":109,"phone":110,"email":111},{"title":113,"phone":110,"email":111},{"title":115,"phone":116,"email":111},[506],{"slug":-1,"image":507,"gallery":509,"icon":-1,"featured":144,"title":301,"subtitle":148,"description":148,"content":148,"category":29,"group":29,"date_updated":-1},{"id":508},"dd030c33-8b4b-4dff-b66e-d68deef7ca8c",[],[511],{"slug":-1,"image":-1,"gallery":512,"icon":-1,"featured":144,"title":301,"subtitle":148,"description":303,"content":513,"category":29,"group":29,"date_updated":-1},[],"\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">If 8% of your production becomes scrap, the loss is not limited to 8% of your material. You have already spent machine time, operator time, energy and production capacity creating products you cannot sell.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">Imagine a production line scheduled to manufacture \u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">10,000 parts\u003C/span>\u003C/strong> during a shift. At an 8% scrap rate, 800 parts do not become sellable products. The obvious loss is the material used to produce them. But those 800 parts also occupied the machines, consumed production time, required operator attention and used energy. If additional production is needed to replace them, the same resources must be used again. This is why scrap should not be viewed only as a Quality department problem. It is a \u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">production performance problem\u003C/span>\u003C/strong> with a direct effect on capacity, OEE and ultimately business results.\u003C/p>\n\u003Ch2>\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">What does 8% scrap really cost your production?\u003C/span>\u003C/strong>\u003C/h2>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">The cost of a rejected part begins long before somebody places it in the scrap container.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">Suppose a component contains €4 of material. Eight hundred rejected parts would represent \u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">€3,200 of material\u003C/span>\u003C/strong>. But that calculation captures only one part of the loss.\u003C/p>\n\u003Cp class=\"MsoBodyText\">The factory has also invested production resources into those components:\u003C/p>\n\u003Cp class=\"MsoBodyText\" style=\"text-indent: -14.15pt; mso-list: l0 level1 lfo1; tab-stops: 35.45pt; margin: 0cm 0cm 0cm 35.45pt;\">\u003C!-- [if !supportLists]-->\u003Cspan style=\"font-family: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol;\">\u003Cspan style=\"mso-list: Ignore;\">·\u003Cspan style=\"font: 7.0pt 'Times New Roman';\">      \u003C/span>\u003C/span>\u003C/span>\u003C!--[endif]-->machine and operator time;\u003C/p>\n\u003Cp class=\"MsoBodyText\" style=\"text-indent: -14.15pt; mso-list: l0 level1 lfo1; tab-stops: 35.45pt; margin: 0cm 0cm 0cm 35.45pt;\">\u003C!-- [if !supportLists]-->\u003Cspan style=\"font-family: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol;\">\u003Cspan style=\"mso-list: Ignore;\">·\u003Cspan style=\"font: 7.0pt 'Times New Roman';\">      \u003C/span>\u003C/span>\u003C/span>\u003C!--[endif]-->electricity and other process resources;\u003C/p>\n\u003Cp class=\"MsoBodyText\" style=\"text-indent: -14.15pt; mso-list: l0 level1 lfo1; tab-stops: 35.45pt; margin: 0cm 0cm 0cm 35.45pt;\">\u003C!-- [if !supportLists]-->\u003Cspan style=\"font-family: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol;\">\u003Cspan style=\"mso-list: Ignore;\">·\u003Cspan style=\"font: 7.0pt 'Times New Roman';\">      \u003C/span>\u003C/span>\u003C/span>\u003C!--[endif]-->tool and equipment usage;\u003C/p>\n\u003Cp class=\"MsoBodyText\" style=\"text-indent: -14.15pt; mso-list: l0 level1 lfo1; tab-stops: 35.45pt; margin: 0cm 0cm 0cm 35.45pt;\">\u003C!-- [if !supportLists]-->\u003Cspan style=\"font-family: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol;\">\u003Cspan style=\"mso-list: Ignore;\">·\u003Cspan style=\"font: 7.0pt 'Times New Roman';\">      \u003C/span>\u003C/span>\u003C/span>\u003C!--[endif]-->inspection and handling;\u003C/p>\n\u003Cp class=\"MsoBodyText\" style=\"margin-left: 35.45pt; text-indent: -14.15pt; mso-list: l0 level1 lfo1; tab-stops: 35.45pt;\">\u003C!-- [if !supportLists]-->\u003Cspan style=\"font-family: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol;\">\u003Cspan style=\"mso-list: Ignore;\">·\u003Cspan style=\"font: 7.0pt 'Times New Roman';\">      \u003C/span>\u003C/span>\u003C/span>\u003C!--[endif]-->additional production required to replace rejected quantities.\u003C/p>\n\u003Cp class=\"MsoBodyText\">If each part requires an average of 30 seconds of machine time, producing 800 rejected parts consumes approximately \u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">6.7 hours of machine capacity\u003C/span>\u003C/strong>.\u003C/p>\n\u003Cp class=\"MsoBodyText\">That capacity cannot be recovered simply by removing the defective parts.\u003C/p>\n\u003Cp class=\"MsoBodyText\">The machine has already spent the time.\u003C/p>\n\u003Ch2>\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">What happens if scrap falls from 8% to 2%?\u003C/span>\u003C/strong>\u003C/h2>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">Reducing scrap does not only save material—it releases production capacity.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">Consider the same illustrative production volume of 10,000 parts.\u003C/p>\n\u003Ctable class=\"MsoNormalTable\" style=\"border-collapse: collapse; mso-table-layout-alt: fixed; border: none; mso-border-alt: solid windowtext .5pt; mso-yfti-tbllook: 1184; mso-padding-alt: 1.4pt 1.4pt 1.4pt 1.4pt; mso-border-insideh: .5pt solid windowtext; mso-border-insidev: .5pt solid windowtext;\" border=\"1\" width=\"348\" cellspacing=\"0\" cellpadding=\"0\">\n\u003Cthead>\n\u003Ctr style=\"mso-yfti-irow: 0; mso-yfti-firstrow: yes;\">\n\u003Ctd style=\"width: 149.9pt; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"200\">\n\u003Cp class=\"TableHeading\">Production result\u003C/p>\n\u003C/td>\n\u003Ctd style=\"width: 54.25pt; border: solid windowtext 1.0pt; border-left: none; mso-border-left-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"72\">\n\u003Cp class=\"TableHeading\">8% scrap\u003C/p>\n\u003C/td>\n\u003Ctd style=\"width: 56.5pt; border: solid windowtext 1.0pt; border-left: none; mso-border-left-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"75\">\n\u003Cp class=\"TableHeading\">2% scrap\u003C/p>\n\u003C/td>\n\u003C/tr>\n\u003C/thead>\n\u003Ctbody>\n\u003Ctr style=\"mso-yfti-irow: 1;\">\n\u003Ctd style=\"width: 149.9pt; border: solid windowtext 1.0pt; border-top: none; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"200\">\n\u003Cp class=\"TableContents\">Produced parts\u003C/p>\n\u003C/td>\n\u003Ctd style=\"width: 54.25pt; border-top: none; border-left: none; border-bottom: solid windowtext 1.0pt; border-right: solid windowtext 1.0pt; mso-border-top-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"72\">\n\u003Cp class=\"TableContents\">10,000\u003C/p>\n\u003C/td>\n\u003Ctd style=\"width: 56.5pt; border-top: none; border-left: none; border-bottom: solid windowtext 1.0pt; border-right: solid windowtext 1.0pt; mso-border-top-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"75\">\n\u003Cp class=\"TableContents\">10,000\u003C/p>\n\u003C/td>\n\u003C/tr>\n\u003Ctr style=\"mso-yfti-irow: 2;\">\n\u003Ctd style=\"width: 149.9pt; border: solid windowtext 1.0pt; border-top: none; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"200\">\n\u003Cp class=\"TableContents\">Rejected parts\u003C/p>\n\u003C/td>\n\u003Ctd style=\"width: 54.25pt; border-top: none; border-left: none; border-bottom: solid windowtext 1.0pt; border-right: solid windowtext 1.0pt; mso-border-top-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"72\">\n\u003Cp class=\"TableContents\">800\u003C/p>\n\u003C/td>\n\u003Ctd style=\"width: 56.5pt; border-top: none; border-left: none; border-bottom: solid windowtext 1.0pt; border-right: solid windowtext 1.0pt; mso-border-top-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"75\">\n\u003Cp class=\"TableContents\">200\u003C/p>\n\u003C/td>\n\u003C/tr>\n\u003Ctr style=\"mso-yfti-irow: 3;\">\n\u003Ctd style=\"width: 149.9pt; border: solid windowtext 1.0pt; border-top: none; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"200\">\n\u003Cp class=\"TableContents\">Good parts\u003C/p>\n\u003C/td>\n\u003Ctd style=\"width: 54.25pt; border-top: none; border-left: none; border-bottom: solid windowtext 1.0pt; border-right: solid windowtext 1.0pt; mso-border-top-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"72\">\n\u003Cp class=\"TableContents\">9,200\u003C/p>\n\u003C/td>\n\u003Ctd style=\"width: 56.5pt; border-top: none; border-left: none; border-bottom: solid windowtext 1.0pt; border-right: solid windowtext 1.0pt; mso-border-top-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"75\">\n\u003Cp class=\"TableContents\">9,800\u003C/p>\n\u003C/td>\n\u003C/tr>\n\u003Ctr style=\"mso-yfti-irow: 4;\">\n\u003Ctd style=\"width: 149.9pt; border: solid windowtext 1.0pt; border-top: none; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"200\">\n\u003Cp class=\"TableContents\">Scrap material at €4/part\u003C/p>\n\u003C/td>\n\u003Ctd style=\"width: 54.25pt; border-top: none; border-left: none; border-bottom: solid windowtext 1.0pt; border-right: solid windowtext 1.0pt; mso-border-top-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"72\">\n\u003Cp class=\"TableContents\">€3,200\u003C/p>\n\u003C/td>\n\u003Ctd style=\"width: 56.5pt; border-top: none; border-left: none; border-bottom: solid windowtext 1.0pt; border-right: solid windowtext 1.0pt; mso-border-top-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"75\">\n\u003Cp class=\"TableContents\">€800\u003C/p>\n\u003C/td>\n\u003C/tr>\n\u003Ctr style=\"mso-yfti-irow: 5; mso-yfti-lastrow: yes;\">\n\u003Ctd style=\"width: 149.9pt; border: solid windowtext 1.0pt; border-top: none; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"200\">\n\u003Cp class=\"TableContents\">Machine time spent on scrap*\u003C/p>\n\u003C/td>\n\u003Ctd style=\"width: 54.25pt; border-top: none; border-left: none; border-bottom: solid windowtext 1.0pt; border-right: solid windowtext 1.0pt; mso-border-top-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"72\">\n\u003Cp class=\"TableContents\">6.7 h\u003C/p>\n\u003C/td>\n\u003Ctd style=\"width: 56.5pt; border-top: none; border-left: none; border-bottom: solid windowtext 1.0pt; border-right: solid windowtext 1.0pt; mso-border-top-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; padding: 1.4pt 1.4pt 1.4pt 1.4pt;\" width=\"75\">\n\u003Cp class=\"TableContents\">1.7 h\u003C/p>\n\u003C/td>\n\u003C/tr>\n\u003C/tbody>\n\u003C/table>\n\u003Cp class=\"MsoBodyText\">\u003Cem>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">*Illustrative example based on 30 seconds of machine time per part.\u003C/span>\u003C/em>\u003C/p>\n\u003Cp class=\"MsoBodyText\">Reducing scrap from 8% to 2% therefore saves \u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">600 parts per 10,000 produced\u003C/span>\u003C/strong>, approximately \u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">€2,400 in material\u003C/span>\u003C/strong> in this simplified example and around \u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">five hours of machine capacity\u003C/span>\u003C/strong>.\u003C/p>\n\u003Cp class=\"MsoBodyText\">And that is before considering labor, energy, tooling or the cost of producing replacement quantities.\u003C/p>\n\u003Cp class=\"MsoBodyText\">The real question therefore becomes more interesting than \u003Cem>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">“How much does our scrap cost?”\u003C/span>\u003C/em>\u003C/p>\n\u003Cp class=\"MsoBodyText\">It becomes:\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">“What else could we produce with the capacity currently being used to produce scrap?”\u003C/span>\u003C/strong>\u003C/p>\n\u003Ch2>\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">Why does scrap affect OEE?\u003C/span>\u003C/strong>\u003C/h2>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">OEE does not consider a machine effective simply because it is running—it needs to produce good products at the expected speed.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">Overall Equipment Effectiveness combines \u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">Availability, Performance and Quality\u003C/span>\u003C/strong>. Scrap directly reduces the Quality component because only good products contribute to fully effective production.\u003C/p>\n\u003Cp class=\"MsoBodyText\">A machine may have excellent Availability and operate close to its expected cycle time, yet its OEE can still be significantly affected if too many products are rejected.\u003C/p>\n\u003Cp class=\"MsoBodyText\">This is an important distinction for production management.\u003C/p>\n\u003Cp class=\"MsoBodyText\">A machine can look busy for the entire shift while part of that time creates no sellable output.\u003C/p>\n\u003Cp class=\"MsoBodyText\">An \u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">OEE software\u003C/span>\u003C/strong> solution makes that loss visible. But, as with downtime, the percentage alone is only the beginning. The next step is understanding \u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">where, when and under which production conditions the scrap was created\u003C/span>\u003C/strong>.\u003C/p>\n\u003Ch2>\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">Is the scrap really random?\u003C/span>\u003C/strong>\u003C/h2>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">When quality losses are connected with production data, patterns that previously looked random may become visible.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">Suppose the overall scrap rate is 8%. Looking only at the daily percentage does not tell us much.\u003C/p>\n\u003Cp class=\"MsoBodyText\">Production Management allows us to ask more useful questions.\u003C/p>\n\u003Cp class=\"MsoBodyText\">Does the scrap increase on a particular machine? Does one product variant generate more rejected parts? Does the rate increase after a changeover? Is one work order consistently associated with poorer Quality? Did the problem begin after a maintenance intervention or process adjustment?\u003C/p>\n\u003Cp class=\"MsoBodyText\">The average may be 8%, while the underlying production data reveals something like:\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">Product A: 2.1%\u003C/span>\u003C/strong>\u003Cbr>\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">Product B: 3.4%\u003C/span>\u003C/strong>\u003Cbr>\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">Product C: 11.8%\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">Now the problem looks completely different.\u003C/p>\n\u003Cp class=\"MsoBodyText\">Instead of launching a general quality initiative across the entire factory, the team knows where to investigate first.\u003C/p>\n\u003Ch2>\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">Why should Quality, OEE and Production Management use the same data?\u003C/span>\u003C/strong>\u003C/h2>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">A rejected part is simultaneously a quality event, an OEE loss and a production event.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">When these perspectives remain separated, finding the root cause becomes more difficult.\u003C/p>\n\u003Cp class=\"MsoBodyText\">Production may know which work order was running. The machine provides operating information. Quality knows which parts were rejected. Maintenance knows whether an intervention occurred. OEE records the resulting Quality loss.\u003C/p>\n\u003Cp class=\"MsoBodyText\">A connected \u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">MES system\u003C/span>\u003C/strong> can bring this information into the same production context.\u003C/p>\n\u003Cp class=\"MsoBodyText\">This enables teams to compare the rejected product with the machine, work order, production period and other relevant events rather than treating scrap simply as a total at the end of the shift.\u003C/p>\n\u003Cp class=\"MsoBodyText\">For \u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">Lean Manufacturing\u003C/span>\u003C/strong> and \u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">Kaizen\u003C/span>\u003C/strong>, this is particularly important. Continuous improvement depends on identifying recurring losses precisely enough to remove their causes.\u003C/p>\n\u003Ch2>\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">What does traceability change?\u003C/span>\u003C/strong>\u003C/h2>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">Knowing that 800 parts were rejected is useful. Knowing where those 800 parts came from is considerably more valuable.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">Production traceability can help reconstruct the conditions surrounding a quality problem.\u003C/p>\n\u003Cp class=\"MsoBodyText\">Depending on the manufacturing process and available data, this can include the product, work order, machine, production time, relevant process events and other information recorded during manufacturing.\u003C/p>\n\u003Cp class=\"MsoBodyText\">This becomes especially valuable when a problem is discovered later.\u003C/p>\n\u003Cp class=\"MsoBodyText\">Instead of asking \u003Cem>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">“What happened sometime yesterday?”\u003C/span>\u003C/em>, teams can investigate the production history associated with a specific order or product.\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">Machine traceability\u003C/span>\u003C/strong> and production traceability therefore support much more than compliance. They provide the context required to understand recurring production losses.\u003C/p>\n\u003Ch2>\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">Can Factory Intelligence find patterns people miss?\u003C/span>\u003C/strong>\u003C/h2>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">Once production and quality data are connected, historical information can become the foundation for deeper analysis.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">Imagine that scrap increases only when several conditions occur together: a particular product is manufactured on Machine 4, cycle time begins to vary and the process has been running continuously for more than six hours.\u003C/p>\n\u003Cp class=\"MsoBodyText\">Each variable may look normal when analyzed independently.\u003C/p>\n\u003Cp class=\"MsoBodyText\">Together, they may reveal a pattern.\u003C/p>\n\u003Cp class=\"MsoBodyText\">This is where \u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">Factory Intelligence\u003C/span>\u003C/strong> can build on the data already collected through Smart Manufacturing. AI-based analysis can search historical production information for relationships, anomalies and recurring conditions that deserve further investigation.\u003C/p>\n\u003Cp class=\"MsoBodyText\">The objective is not for AI to declare why a part is defective without evidence.\u003C/p>\n\u003Cp class=\"MsoBodyText\">It is to help production and quality teams find where they should look.\u003C/p>\n\u003Ch2>\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">How does TAP Smart Factory connect scrap with production performance?\u003C/span>\u003C/strong>\u003C/h2>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">TAP Smart Factory is a modular MES system for real-time production monitoring developed by T3Soft.\u003C/span>\u003C/strong>\u003C/p>\n\u003Cp class=\"MsoBodyText\">Production Management, OEE, machine information, Reporting and other available production data can provide different perspectives on the same manufacturing process. TAP Smart Factory is not an ERP solution; it can complement systems such as \u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">SAP\u003C/span>\u003C/strong> and \u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">Microsoft Dynamics 365 Business Central (formerly Navision)\u003C/span>\u003C/strong> while communicating with machines, PLCs, sensors, cameras, printers and other production equipment.\u003C/p>\n\u003Cp class=\"MsoBodyText\">This creates a connected Smart Factory environment in which quality losses can be analyzed as part of overall production performance rather than as an isolated percentage.\u003C/p>\n\u003Cp class=\"MsoBodyText\">If scrap falls from \u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">8% to 2%\u003C/span>\u003C/strong>, the result is not simply 6 percentage points less scrap.\u003C/p>\n\u003Cp class=\"MsoBodyText\">It can mean \u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">600 more good products from every 10,000 produced\u003C/span>\u003C/strong>, less wasted material, fewer replacement quantities and hours of production capacity returned to the factory.\u003C/p>\n\u003Cp class=\"MsoBodyText\">Because scrap is not only something you throw away.\u003C/p>\n\u003Cp class=\"MsoBodyText\">\u003Cstrong>\u003Cspan style=\"font-family: 'Liberation Serif',serif; mso-bidi-font-family: Arial;\">It is production capacity you already paid for—and received nothing in return.\u003C/span>\u003C/strong>\u003C/p>",1790586867151]