{"id":14480,"date":"2025-12-19T01:54:58","date_gmt":"2025-12-19T00:54:58","guid":{"rendered":"https:\/\/www.leaplytics.de\/?page_id=14480"},"modified":"2025-12-19T01:54:58","modified_gmt":"2025-12-19T00:54:58","slug":"pardosanas-caurulvada-prognozesana-ai","status":"publish","type":"page","link":"https:\/\/www.leaplytics.de\/lv\/pardosanas-caurulvada-prognozesana-ai\/","title":{"rendered":"P\u0101rdo\u0161anas cauru\u013cvada un prognoz\u0113\u0161anas m\u0101ksl\u012bgais intelekts"},"content":{"rendered":"<h2>M\u0101ksl\u012bgais intelekts p\u0101rdo\u0161anas cauru\u013cvadam un prognoz\u0113\u0161anai: P\u0101rtrauciet nojaut\u0101t, kas tiks sl\u0113gts<\/h2>\n\n<p>Katru ceturksni viena un t\u0101 pati sp\u0113le. P\u0101rdo\u0161anas vad\u012bba pieprasa prognozi. P\u0101rst\u0101vji saka, ka dar\u012bjumi tiks sl\u0113gti. Vad\u012bba samazina prognozes, jo p\u0101rst\u0101vji vienm\u0113r ir optimistiski. Dar\u012bjumi pasl\u012bd. Prognozes main\u0101s katru ned\u0113\u013cu.<\/p>\n<p>Neviens nezina, kas \u012bsti tiks sl\u0113gts. Ne t\u0101p\u0113c, ka p\u0101rdev\u0113ji melo. T\u0101p\u0113c, ka ir gr\u016bti prognoz\u0113t dar\u012bjuma izn\u0101kumu, ja pa\u013caujaties uz intu\u012bciju un CRM piez\u012bm\u0113m.<\/p>\n<p>M\u0101ksl\u012bgais intelekts nenojau\u0161. Tas apl\u016bko dar\u012bjumu raksturlielumus un v\u0113sturiskos mode\u013cus. Pamatojoties uz datiem, tas prognoz\u0113 sl\u0113g\u0161anas varb\u016bt\u012bbu. Tas atz\u012bm\u0113 riskantus dar\u012bjumus, pirms tie tiek izbeigti. Tas nor\u0101da, kuriem dar\u012bjumiem j\u0101piev\u0113r\u0161 uzman\u012bba un kuri tiks sl\u0113gti pa\u0161i no sevis.<\/p>\n<p>J\u016bsu prognoze vairs nav tikai v\u0113lmju dom\u0101\u0161ana. T\u0101 s\u0101k balst\u012bties uz realit\u0101ti.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Probl\u0113ma: cauru\u013cvads, kas pilns ar \"varb\u016bt<\/h3>\n\n\n<p>J\u016bsu CRM r\u0101da 50 atv\u0113rtus dar\u012bjumus. P\u0101rst\u0101vji apgalvo, ka \u0161aj\u0101 ceturksn\u012b tiks nosl\u0113gti 30. V\u0113sture liecina, ka 12 patie\u0161\u0101m tiks nosl\u0113gti. Bet kuri 12? Neviens nezina.<\/p>\n<p>Dar\u012bjumi p\u0101r\u0101k ilgi atrodas sagatavo\u0161anas posm\u0101. Da\u017ei virz\u0101s uz priek\u0161u. Da\u017ei kav\u0113jas un iet boj\u0101. Da\u017ei j\u016bs p\u0101rsteidz un \u0101tri nosl\u0113dzas. Liel\u0101koties j\u016bs nezin\u0101t, kur\u0161 no tiem ir kur\u0161, l\u012bdz viss ir beidzies.<\/p>\n<p>P\u0101rdo\u0161anas vad\u012bt\u0101ji stund\u0101m ilgi veic cauru\u013cvadu p\u0101rskat\u012b\u0161anu. \"K\u0101ds ir statuss?\" \"Kad tas tiks sl\u0113gts?\" \"K\u0101ds ir risks?\" Vieni un tie pa\u0161i jaut\u0101jumi, da\u017e\u0101das atbildes katru ned\u0113\u013cu.<\/p>\n<p>Prognoze, ko j\u016bs sniedzat vad\u012bbai, ir pamatots min\u0113jums. Da\u017ereiz tu esi tuvu. Bie\u017ei vien ne. Ceturk\u0161\u0146a beigas k\u013c\u016bst par c\u012b\u0146u, lai sasniegtu skaitli.<\/p>\n<p>Ne t\u0101p\u0113c, ka j\u016bsu p\u0101rdo\u0161anas komanda ir slikta. T\u0101p\u0113c, ka cilv\u0113ki nav labi sp\u0113j\u012bgi prognoz\u0113t varb\u016bt\u0113jus rezult\u0101tus, \u0146emot v\u0113r\u0101 desmitiem main\u012bgo lielumu. M\u0101ksl\u012bgais intelekts sp\u0113j.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Ko m\u0101ksl\u012bgais intelekts dara ar p\u0101rdo\u0161anas cauru\u013cvadu un prognoz\u0113\u0161anu<\/h3>\n\n\n<p>M\u0101ksl\u012bgais intelekts neaizst\u0101j p\u0101rdo\u0161anas spriedumu. Tas sniedz datus, lai \u0161o l\u0113mumu padar\u012btu lab\u0101ku. L\u016bk, k\u0101:<\/p>\n\n\n<h4 class=\"wp-block-heading\">Dar\u012bjuma varb\u016bt\u012bbas v\u0113rt\u0113\u0161ana<\/h4>\n\n\n<p>Katram dar\u012bjumam tiek pie\u0161\u0137irts tuvo\u0161an\u0101s varb\u016bt\u012bbas v\u0113rt\u0113jums, pamatojoties uz:\n<ul>\n<li>Dar\u012bjuma raksturojums (lielums, veids, sare\u017e\u0123\u012bt\u012bba)<\/li>\n<li>P\u0101rdo\u0161anas posms un laiks posm\u0101<\/li>\n<li>Iesaist\u012b\u0161an\u0101s l\u012bmenis (ieinteres\u0113to personu aktivit\u0101te, e-pasta atbildes, san\u0101ksmju bie\u017eums)<\/li>\n<li>V\u0113sturiskie mode\u013ci (k\u0101di dar\u012bjumi faktiski tika sl\u0113gti?)<\/li>\n<li>Konkurences faktori (viens pieg\u0101d\u0101t\u0101js vai konkur\u0113jo\u0161s dar\u012bjums?)<\/li>\n<\/ul>\n<\/p>\n\n<p>M\u0101ksl\u012bgais intelekts sal\u012bdzina katru dar\u012bjumu ar t\u016bksto\u0161iem iepriek\u0161\u0113jo dar\u012bjumu. Dar\u012bjumi ar l\u012bdz\u012bg\u0101m \u012bpa\u0161\u012bb\u0101m, kas tika sl\u0113gti, sa\u0146em augst\u0101ku punktu skaitu. Dar\u012bjumi, kas atbilst zaud\u0113to dar\u012bjumu mode\u013ciem, sa\u0146em zem\u0101ku punktu skaitu.<\/p>\n<p>T\u0101 nav intu\u012bcija. T\u0101 ir mode\u013cu saska\u0146o\u0161ana, pamatojoties uz j\u016bsu faktiskajiem datiem par uzvar\u0101m\/zaud\u0113jumiem.<\/p>\n<p>P\u0101rst\u0101vis saka 90% iesp\u0113ja sl\u0113gt, AI saka 40%? Paskaties tuv\u0101k. Kaut kas nav k\u0101rt\u012bb\u0101. Vai nu p\u0101rst\u0101vim tr\u016bkst br\u012bdin\u0101juma z\u012bmju, vai ar\u012b m\u0101ksl\u012bgajam intelektam nav konteksta. Jebkur\u0101 gad\u012bjum\u0101 j\u016bs to izp\u0113tiet, pirms dar\u012bjums ir beidzies.<\/p>\n\n\n<h4 class=\"wp-block-heading\">Riska dar\u012bjumu identific\u0113\u0161ana<\/h4>\n\n\n<p>Dar\u012bjumi mirst l\u0113n\u0101m, tad visi uzreiz. Br\u012bdin\u0101juma z\u012bmes par\u0101d\u0101s vair\u0101kas ned\u0113\u013cas pirms dar\u012bjuma ofici\u0101l\u0101s n\u0101ves:\n<ul>\n<li>Nav aktivit\u0101\u0161u vair\u0101k nek\u0101 14 dienas<\/li>\n<li>Champion p\u0101rtrauca atbild\u0113t<\/li>\n<li>San\u0101ksmes tiek atk\u0101rtoti p\u0101rceltas<\/li>\n<li>L\u0113mumu pie\u0146em\u0161anas grafiks turpina sl\u012bd\u0113t<\/li>\n<li>Ieinteres\u0113t\u0101s personas, kas iesaist\u012bj\u0101s agr\u012bn\u0101 posm\u0101, klus\u0113ja<\/li>\n<li>Dar\u012bjums p\u0101r\u0101k ilgi atrodas vien\u0101 posm\u0101<\/li>\n<\/ul>\n<\/p>\n\n<p>M\u0101ksl\u012bgais intelekts seko l\u012bdzi \u0161iem mode\u013ciem. Ja par\u0101d\u0101s vair\u0101kas br\u012bdin\u0101juma paz\u012bmes kop\u0101, tas apz\u012bm\u0113 dar\u012bjumu k\u0101 riska dar\u012bjumu.<\/p>\n<p>P\u0101rdo\u0161anas vad\u012bt\u0101js ierauga karogu. Jaut\u0101 p\u0101rst\u0101vim, kas notiek. P\u0101rst\u0101vis bie\u017ei vien atbild: \"Ak, j\u0101, man vajadz\u0113tu to p\u0101rbaud\u012bt.\" Da\u017ereiz vi\u0146i saka: \"Viss ir k\u0101rt\u012bb\u0101.\" Bet j\u016bs vismaz zin\u0101t, ka to j\u0101uzrauga.<\/p>\n<p>J\u016bs nevarat saglab\u0101t katru dar\u012bjumu. Bet j\u016bs varat m\u0113\u0123in\u0101t gl\u0101bt pied\u0101v\u0101jumus, pirms tie ir piln\u012bgi miru\u0161i. Tas izdodas tikai tad, ja j\u016bs zin\u0101t, ka tie ir apdraud\u0113ti.<\/p>\n\n\n<h4 class=\"wp-block-heading\">Progno\u017eu precizit\u0101tes uzlabo\u0161ana<\/h4>\n\n\n<p>J\u016bsu prognoze ir dar\u012bjumu varb\u016bt\u012bbu summa. Ja j\u016bsu varb\u016bt\u012bbu apl\u0113ses ir nepareizas, j\u016bsu prognoze ir nepareiza.<\/p>\n<p>M\u0101ksl\u012bgais intelekts veido prognozi, pamatojoties uz:\n<ul>\n<li>Atsevi\u0161\u0137u dar\u012bjumu varb\u016bt\u012bbas (balst\u012btas uz datiem, nevis p\u0101rst\u0101vju apl\u0113s\u0113m).<\/li>\n<li>V\u0113sturiskie sl\u0113g\u0161anas r\u0101d\u012bt\u0101ji p\u0113c posma, p\u0101rst\u0101vja, dar\u012bjuma veida<\/li>\n<li>J\u016bsu uz\u0146\u0113m\u0113jdarb\u012bbas sezonalit\u0101tes mode\u013ci<\/li>\n<li>P\u0101rdo\u0161anas cikla ilguma tendences<\/li>\n<\/ul>\n<\/p>\n\n<p>T\u0101 nav tikai skaitlis. T\u0101 sniedz diapazonus. \"Visticam\u0101k, $X, bet var b\u016bt ar\u012b $Y vai $Z.\" T\u0101 ir god\u012bga prognoz\u0113\u0161ana.<\/p>\n<p>Laika gait\u0101 j\u016bs redz\u0113siet, kurus dar\u012bjumus m\u0101ksl\u012bgais intelekts ir paredz\u0113jis labi un kurus ne. J\u016bs piel\u0101gojaties. Modelis m\u0101c\u0101s. Uzlabojas precizit\u0101te.<\/p>\n<p>Jums nekad neb\u016bs ide\u0101las prognozes. Ta\u010du j\u016bs varat ieg\u016bt prognozes, kas ir pareizas bie\u017e\u0101k nek\u0101 nepareizas. Tas ir lab\u0101k nek\u0101 liel\u0101kajai da\u013cai p\u0101rdo\u0161anas komandu tagad.<\/p>\n\n\n<h4 class=\"wp-block-heading\">N\u0101kam\u0101 lab\u0101k\u0101 r\u012bc\u012bba Ieteikumi<\/h4>\n\n\n<p>Katram p\u0101rst\u0101vim ir vair\u0101k dar\u012bjumu, nek\u0101 vi\u0146i var akt\u012bvi str\u0101d\u0101t. Uz kuriem no tiem vi\u0146iem b\u016btu j\u0101koncentr\u0113jas \u0161odien?<\/p>\n<p>M\u0101ksl\u012bgais intelekts nosaka priorit\u0101tes:\n<ul>\n<li>Riska dar\u012bjumi, kuriem j\u0101piev\u0113r\u0161 t\u016bl\u012bt\u0113ja uzman\u012bba<\/li>\n<li>dar\u012bjumi ar augstu sl\u0113g\u0161anas varb\u016bt\u012bbu, kas ir gatavi virz\u012bbai uz priek\u0161u.<\/li>\n<li>Dar\u012bjumi, kuros noteiktas darb\u012bbas (seko\u0161ana ieinteres\u0113tajai personai, priek\u0161likuma nos\u016bt\u012b\u0161ana) v\u0113sturiski palielin\u0101ja sl\u0113g\u0161anas r\u0101d\u012bt\u0101jus.<\/li>\n<li>Dar\u012bjumi, kas atrodas d\u012bkst\u0101v\u0113 un kam nepiecie\u0161ams stimuls<\/li>\n<\/ul>\n<\/p>\n\n<p>P\u0101rst\u0101vis piesak\u0101s, redz sarakstu ar priorit\u0101ri veicamajiem uzdevumiem. Ne viss. 5-7 darb\u012bbas, kas, visticam\u0101k, pal\u012bdz\u0113s virz\u012bt dar\u012bjumus uz priek\u0161u.<\/p>\n<p>Vi\u0146i nepilda m\u0101ksl\u012bg\u0101 intelekta r\u012bkojumus. Vi\u0146i sa\u0146em uz datiem balst\u012btus ieteikumus par to, kur vislab\u0101k pavad\u012bt savu laiku. Vi\u0146i joproj\u0101m izmanto spriedumus. Vi\u0146u r\u012bc\u012bb\u0101 ir tikai lab\u0101ka inform\u0101cija.<\/p>\n\n\n<h4 class=\"wp-block-heading\">Uzvaras\/zaud\u0113jumu mode\u013ca anal\u012bze<\/h4>\n\n\n<p>K\u0101p\u0113c dar\u012bjumi tiek sl\u0113gti? K\u0101p\u0113c tie tiek zaud\u0113ti?<\/p>\n<p>M\u0101ksl\u012bgais intelekts analiz\u0113 nosl\u0113gtos - uzvar\u0113tos un zaud\u0113tos - dar\u012bjumus:\n<ul>\n<li>K\u0101das ir uzvar\u0113ju\u0161o dar\u012bjumu kop\u012bg\u0101s iez\u012bmes?<\/li>\n<li>Cik ilgi parasti ilgst uzvar\u0113t\u0101ju dar\u012bjumi?<\/li>\n<li>K\u0101das darb\u012bbas ir saist\u012btas ar uzvar\u0101m?<\/li>\n<li>Kas ir at\u0161\u0137ir\u012bgs zaud\u0113tajos dar\u012bjumos?<\/li>\n<li>Vai past\u0101v mode\u013ci atkar\u012bb\u0101 no nozares, dar\u012bjuma lieluma vai konkurenta?<\/li>\n<\/ul>\n<\/p>\n\n<p>\u0160ie mode\u013ci k\u013c\u016bst par atzi\u0146\u0101m:\n<ul>\n<li>\"Dar\u012bjumi, kuros iesaist\u012btas vair\u0101k nek\u0101 3 ieinteres\u0113t\u0101s puses, tiek sl\u0113gti divreiz bie\u017e\u0101k nek\u0101 dar\u012bjumi ar vienu ieinteres\u0113to pusi.\"<\/li>\n<li>\"Kad m\u0113s iesaist\u0101mies juridiskaj\u0101 jom\u0101 pirms 4. ned\u0113\u013cas, sl\u0113g\u0161anas r\u0101d\u012bt\u0101js samazin\u0101s 30%\"<\/li>\n<li>\"Pied\u0101v\u0101jumi, kas ietver izm\u0113\u0123in\u0101juma p\u0101rv\u0113rst 80% no laika\"<\/li>\n<\/ul>\n<\/p>\n\n<p>J\u016bs uzzin\u0101siet, kas paties\u012bb\u0101 veicina uzvaru g\u016b\u0161anu. Tad j\u016bs tren\u0113jat p\u0101rst\u0101vjus, lai vi\u0146i vair\u0101k dar\u012btu to, kas darbojas, un maz\u0101k to, kas nedarbojas. T\u0101 ir uz datiem balst\u012bta p\u0101rdo\u0161anas vad\u012bba.<\/p>\n\n\n<h4 class=\"wp-block-heading\">Cauru\u013cvada st\u0101vok\u013ca uzraudz\u012bba<\/h4>\n\n\n<p>Vai j\u016bsu cauru\u013cvads ir vesel\u012bgs vai pilns ar atkritumiem? Gr\u016bti pateikt, ja skat\u0101ties tikai uz dar\u012bjumu skaitu un kop\u0113jo v\u0113rt\u012bbu.<\/p>\n<p>M\u0101ksl\u012bgais intelekts nov\u0113rt\u0113 cauru\u013cvada st\u0101vokli:\n<ul>\n<li>K\u0101da ir re\u0101l\u0101 v\u0113rt\u012bba? (Dar\u012bjuma v\u0113rt\u012bba, kas sv\u0113rta p\u0113c AI varb\u016bt\u012bbas r\u0101d\u012bt\u0101jiem)<\/li>\n<li>Vai cauru\u013cvads pieaug vai samazin\u0101s?<\/li>\n<li>Vai dar\u012bjumi virz\u0101s pa posmiem norm\u0101l\u0101 \u0101trum\u0101?<\/li>\n<li>Vai cauru\u013cvadu p\u0101rkl\u0101jums ir pietiekams, lai sasniegtu m\u0113r\u0137us? (Re\u0101l\u0101 v\u0113rt\u012bba pret kvotu)<\/li>\n<li>Kuriem posmiem ir \u0161aur\u0101s vietas?<\/li>\n<\/ul>\n<\/p>\n\n<p>P\u0101rdo\u0161anas l\u012bderi redz cauru\u013cvada st\u0101vok\u013ca inform\u0101cijas pane\u013cus. Ne tuk\u0161uma r\u0101d\u012bt\u0101jus. Re\u0101lus r\u0101d\u012bt\u0101jus par to, vai komanda sasniegs skait\u013cus.<\/p>\n<p>Ja cauru\u013cvads izskat\u0101s v\u0101j\u0161, j\u016bs par to uzzin\u0101siet agri. J\u016bs varat pievienot resursus vado\u0161o darbinieku piesaist\u012b\u0161anai vai kori\u0123\u0113t m\u0113r\u0137us, pirms v\u0113l nav par v\u0113lu.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Ko tas noz\u012bm\u0113 jums<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">P\u0101rdo\u0161anas direktoriem<\/h4>\n\n\n<p>Prognozes, kur\u0101m varat uztic\u0113ties. Ne perfekta, bet daudz lab\u0101ka nek\u0101 reprognozes. J\u016bs sniedzat l\u012bderu skait\u013cus, kas balst\u012bti uz datiem, nevis cer\u012bb\u0101m.<\/p>\n<p>Uzlabojas cauru\u013cvada redzam\u012bba. J\u016bs uzreiz redzat riskantos dar\u012bjumus. J\u016bs zin\u0101t, kur tren\u0113t. J\u016bs zin\u0101t, kuros dar\u012bjumos ir j\u0101iesaist\u0101s augst\u0101k\u0101 l\u012bme\u0146a vad\u012bt\u0101jiem.<\/p>\n<p>Resursu pie\u0161\u0137ir\u0161ana k\u013c\u016bst gudr\u0101ka. J\u016bs zin\u0101t, kuri dar\u012bjumi ir re\u0101li un kuri ir tikai sap\u0146i. Komandas p\u016bles tiek velt\u012btas izdev\u012bg\u0101m iesp\u0113j\u0101m.<\/p>\n<p>J\u016bs tren\u0113jat, pamatojoties uz mode\u013ciem. \"L\u016bk, ko uzvar\u0113t\u0101ji dara cit\u0101di.\" Tas ir daudz efekt\u012bv\u0101k nek\u0101 visp\u0101r\u012bgi p\u0101rdo\u0161anas padomi.<\/p>\n\n\n<h4 class=\"wp-block-heading\">P\u0101rdo\u0161anas p\u0101rst\u0101vjiem<\/h4>\n\n\n<p>J\u016bs zin\u0101t, kuriem dar\u012bjumiem piev\u0113rst uzman\u012bbu. Nevajag vairs izkais\u012bt sevi 50 iesp\u0113j\u0101s. Str\u0101d\u0101jiet ar t\u0101m, kuras, visticam\u0101k, tiks sl\u0113gtas.<\/p>\n<p>J\u016bs savlaic\u012bgi atkl\u0101jat probl\u0113mas. Dar\u012bjums iet uz s\u0101niem? J\u016bs paman\u0101t br\u012bdin\u0101juma paz\u012bmes, pirms tas ir miris. J\u016bs varat kori\u0123\u0113t kursu.<\/p>\n<p>Jums tiek sniegti nor\u0101d\u012bjumi par turpm\u0101kajiem so\u013ciem. Ne pas\u016bt\u012bjumus, bet gan datus par to, kas parasti darbojas t\u0101dos dar\u012bjumos k\u0101 j\u016bsu. J\u016bs pie\u0146emat lab\u0101kus l\u0113mumus.<\/p>\n<p>Maz\u0101k laika atjaunin\u0101t CRM atjaunin\u0101\u0161anas d\u0113\u013c. M\u0101ksl\u012bgais intelekts k\u013c\u016bst gudr\u0101ks, jo vair\u0101k datu tam ir, bet tas izmanto \u0161os datus, lai pal\u012bdz\u0113tu jums p\u0101rdot, nevis tikai zi\u0146ot.<\/p>\n\n\n<h4 class=\"wp-block-heading\">Uz\u0146\u0113mumam<\/h4>\n\n\n<p>Paredzami ie\u0146\u0113mumi. Ja prognozes ir prec\u012bzas, j\u016bs varat pl\u0101not. Pie\u0146em\u0161ana darb\u0101. Invent\u0101rs. M\u0101rketinga izdevumus. Viss balst\u0101s uz ticam\u0101m ie\u0146\u0113mumu prognoz\u0113m.<\/p>\n<p>\u012bs\u0101ki p\u0101rdo\u0161anas cikli. Kad p\u0101rst\u0101vji koncentr\u0113jas uz pareizaj\u0101m darb\u012bb\u0101m pareizaj\u0101 laik\u0101, dar\u012bjumi tiek sl\u0113gti \u0101tr\u0101k.<\/p>\n<p>Augst\u0101ki vinnestu r\u0101d\u012bt\u0101ji. Kad saprotat, kas pal\u012bdz sl\u0113gt dar\u012bjumus, varat to dar\u012bt vair\u0101k. Laika gait\u0101 tas palielin\u0101s.<\/p>\n<p>Maz\u0101k p\u0101rsteigumu ceturk\u0161\u0146a beig\u0101s. J\u016bs jau vair\u0101kas ned\u0113\u013cas uz priek\u0161u zin\u0101t, vai sasniegsiet noteikto skaitli. Nek\u0101das panikas p\u0113d\u0113j\u0101 br\u012bd\u012b. Nav negaid\u012btu defic\u012btu.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Re\u0101li p\u0101rdo\u0161anas prognoz\u0113\u0161anas m\u0101ksl\u012bg\u0101 intelekta piem\u0113ri<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">1. piem\u0113rs: B2B programmat\u016bras uz\u0146\u0113mums<\/h4>\n\n\n<p>Vid\u0113j\u0101 tirgus programmat\u016bras uz\u0146\u0113muma progno\u017eu precizit\u0101te bija 35%. Katrs ceturksnis bija p\u0101rsteigums. P\u0101rdo\u0161anas vad\u012bba nevar\u0113ja pl\u0101not, jo nezin\u0101ja, k\u0101di paties\u012bb\u0101 b\u016bs ie\u0146\u0113mumi.<\/p>\n<p><strong>Kas main\u012bj\u0101s:<\/strong> AI analiz\u0113ja 3 gadu dar\u012bjumu datus. Izveidoja varb\u016bt\u012bbas mode\u013cus, pamatojoties uz faktiskajiem sl\u0113g\u0161anas mode\u013ciem. Sniedza uz datiem balst\u012btus dar\u012bjumu nov\u0113rt\u0113jumus, nevis p\u0101rst\u0101vju apl\u0113ses.<\/p>\n<p><strong>Rezult\u0101ts:<\/strong> Progno\u017eu precizit\u0101te divu ceturk\u0161\u0146u laik\u0101 uzlaboj\u0101s l\u012bdz 82%. Vad\u012bt\u0101ji var\u0113ja dro\u0161i pl\u0101not. Maz\u0101k ugunsgr\u0113ka m\u0101c\u012bbu ceturk\u0161\u0146a beig\u0101s, jo vi\u0146i zin\u0101ja skaitu ned\u0113\u013c\u0101m uz priek\u0161u.<\/p>\n\n\n<h4 class=\"wp-block-heading\">2. piem\u0113rs: ra\u017eo\u0161anas uz\u0146\u0113mums<\/h4>\n\n\n<p>Ra\u017eo\u0161anas uz\u0146\u0113mumam bija ilgi p\u0101rdo\u0161anas cikli (6-12 m\u0113ne\u0161i). Dar\u012bjumi m\u0113ne\u0161iem ilgi izskat\u012bj\u0101s labi, bet p\u0113c tam p\u0113k\u0161\u0146i aps\u012bka. Neviens nezin\u0101ja, k\u0101p\u0113c.<\/p>\n<p><strong>Kas main\u012bj\u0101s:<\/strong> M\u0101ksl\u012bgais intelekts noteica, ka dar\u012bjumiem, ar kuriem ieinteres\u0113t\u0101s personas nav sazin\u0101ju\u0161\u0101s 21+ dienu, ir 72% iesp\u0113ja, ka tie tiks zaud\u0113ti. Sist\u0113ma autom\u0101tiski atz\u012bm\u0113ja riska dar\u012bjumus.<\/p>\n<p><strong>Rezult\u0101ts:<\/strong> P\u0101rdo\u0161anas vad\u012bt\u0101ji proakt\u012bvi iejauc\u0101s attiec\u012bb\u0101 uz nor\u0101d\u012btajiem dar\u012bjumiem. Uzvar\u0113t\u0101ju skaits palielin\u0101j\u0101s 18%, jo riska dar\u012bjumiem tika piev\u0113rsta uzman\u012bba, pirms tie tika p\u0101rtraukti. P\u0101rdo\u0161anas cikls sa\u012bsin\u0101j\u0101s, jo iestr\u0113gu\u0161ie dar\u012bjumi tika \u0101tr\u0101k atrisin\u0101ti.<\/p>\n\n\n<h4 class=\"wp-block-heading\">3. piem\u0113rs: profesion\u0101lo pakalpojumu uz\u0146\u0113mums<\/h4>\n\n\n<p>Konsult\u0101ciju uz\u0146\u0113mums nevar\u0113ja noteikt, kuri priek\u0161likumi tiks sl\u0113gti. Uzvar\u0113t\u0101ju \u012bpatsvars bija zem 30%. Nov\u0113rt\u0113\u0161anas komandas t\u0113r\u0113ja milz\u012bgas p\u016bles, lai sagatavotu priek\u0161likumus, kas nekur netika pie\u0146emti.<\/p>\n<p><strong>Kas main\u012bj\u0101s:<\/strong> AI analiz\u0113ja uzvar\u0113tos un zaud\u0113tos priek\u0161likumus. Konstat\u0113ts, ka dar\u012bjumi, kuru bud\u017eets klientam jau bija apstiprin\u0101ts, tika sl\u0113gti ar 65%. Dar\u012bjumi, kuros klients teica, ka \"p\u0113ta iesp\u0113jas\", tika sl\u0113gti par 12%.<\/p>\n<p><strong>Rezult\u0101ts:<\/strong> Uz\u0146\u0113mums s\u0101ka stingr\u0101k kvalific\u0113ties, pirms ieguld\u012bt l\u012bdzek\u013cus priek\u0161likumos. Koncentr\u0113ja priek\u0161likumu iesnieg\u0161anas centienus uz labi kvalific\u0113t\u0101m iesp\u0113j\u0101m. Uzvar\u0113t\u0101ju \u012bpatsvars palielin\u0101j\u0101s l\u012bdz 48%, jo uz\u0146\u0113mums p\u0101rtrauca vaj\u0101\u0161anu par sliktiem pied\u0101v\u0101jumiem.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Ko m\u0101ksl\u012bgais intelekts nedar\u012bs<\/h3>\n\n\n<p>Skaidri run\u0101sim par ierobe\u017eojumiem.<\/p>\n<p>M\u0101ksl\u012bgais intelekts nevar sl\u0113gt dar\u012bjumus j\u016bsu viet\u0101. Tas nevar risin\u0101t sare\u017e\u0123\u012btas sarunas. Tas nevar vest sarunas. Tas nevar veidot attiec\u012bbas ar pirc\u0113jiem. Tas joproj\u0101m ir cilv\u0113ka darbs.<\/p>\n<p>M\u0101ksl\u012bg\u0101 intelekta prognozes ir varb\u016bt\u012bba, nevis p\u0101rliec\u012bba. Dar\u012bjumam, kas nov\u0113rt\u0113ts ar 70%, joproj\u0101m ir 30% iesp\u0113ja zaud\u0113t. Neuzskatiet m\u0101ksl\u012bg\u0101 intelekta r\u0101d\u012bt\u0101jus par garantij\u0101m.<\/p>\n<p>M\u0101ksl\u012bgais intelekts nezina kontekstu, kas nav CRM. Ja p\u0101rst\u0101vis person\u012bgi paz\u012bst izpilddirektoru vai ir dzird\u0113jis, ka bud\u017eets ir samazin\u0101ts, vai ar\u012b tam ir cits konteksts - tas ir svar\u012bgi. M\u0101ksl\u012bgais intelekts + cilv\u0113ka v\u0113rt\u0113jums ir lab\u0101ks par vienu vai otru.<\/p>\n<p>M\u0101ksl\u012bgais intelekts nevar izlabot saboj\u0101tu p\u0101rdo\u0161anas procesu. Ja j\u016bsu p\u0101rst\u0101vji nepareizi kvalific\u0113jas, ja j\u016bsu produkts neatbilst tirgum vai j\u016bsu cenu noteik\u0161ana ir nepareiza - AI par\u0101d\u012bs jums probl\u0113mu, bet jums t\u0101 joproj\u0101m b\u016bs j\u0101nov\u0113r\u0161.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">K\u0101 s\u0101kt darbu<\/h3>\n\n\n<p>Jums nav uzreiz j\u0101pilnveido viss p\u0101rdo\u0161anas process ar m\u0101ksl\u012bgo intelektu. S\u0101ciet tur, kur tas pal\u012bdz visvair\u0101k:\n<ul>\n<li><strong>S\u0101ciet ar dar\u012bjumu v\u0113rt\u0113\u0161anu.<\/strong> Ieviest AI varb\u016bt\u012bbas v\u0113rt\u0113jumus. Sal\u012bdziniet AI v\u0113rt\u0113jumus ar p\u0101rst\u0101vju apl\u0113s\u0113m. Noskaidrojiet, kur\u0161 ir prec\u012bz\u0101ks 3 m\u0113ne\u0161u laik\u0101.<\/li>\n<li><strong>Izsekojiet riskantos dar\u012bjumus.<\/strong> \u013baujiet m\u0101ksl\u012bgajam intelektam atz\u012bm\u0113t dar\u012bjumus, kas atbilst riska mode\u013ciem. P\u0101rbaudiet, vai iejauk\u0161an\u0101s k\u0101du no tiem izgl\u0101bs.<\/li>\n<li><strong>Analiz\u0113jiet vienu uzvaras\/zaud\u0113juma modeli.<\/strong> Izv\u0113lieties vienu main\u012bgo lielumu (dar\u012bjuma lielumu, nozari, ieinteres\u0113to personu skaitu) un p\u0101rbaudiet, vai m\u0101ksl\u012bgais intelekts atkl\u0101j likumsakar\u012bbas, kuras j\u016bs nezin\u0101j\u0101t.<\/li>\n<li><strong>P\u0101rbaudiet prognozes precizit\u0101ti.<\/strong> Palaist AI prognozi paral\u0113li parastajam procesam. Sal\u012bdziniet, kur\u0161 no tiem ir tuv\u0101ks faktiskajiem rezult\u0101tiem.<\/li>\n<li><strong>Preciz\u0113jiet, pamatojoties uz rezult\u0101tiem.<\/strong> M\u0101ksl\u012bgais intelekts k\u013c\u016bst lab\u0101ks, ja tiek sa\u0146emta atgriezenisk\u0101 saite. Kad dar\u012bjumi tiek sl\u0113gti vai zaud\u0113ti, sniedziet atgriezenisko saiti. Modelis m\u0101c\u0101s.<\/li>\n<\/ul>\n<\/p>\n\n<p>S\u0101ciet ar maziem apm\u0113riem. Izm\u0113riet precizit\u0101ti. Palieliniet to, kas darbojas. M\u0113r\u0137is ir lab\u0101kas, nevis perfektas prognozes.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Apak\u0161\u0113j\u0101 l\u012bnija<\/h3>\n\n\n<p>P\u0101rdo\u0161anas prognoz\u0113\u0161ana ir mode\u013cu atpaz\u012b\u0161ana. K\u0101di izskat\u0101s dar\u012bjumi, kas tiek sl\u0113gti? K\u0101di ir dar\u012bjumi, kas beidzas? K\u0101das darb\u012bbas virza dar\u012bjumus uz priek\u0161u?<\/p>\n<p>Cilv\u0113ki nesp\u0113j paman\u012bt mode\u013cus simtiem dar\u012bjumu ar desmitiem main\u012bgo. M\u0101ksl\u012bgais intelekts var.<\/p>\n<p>J\u016bsu p\u0101rdo\u0161anas komandai joproj\u0101m pieder attiec\u012bbas un sarunas. Vi\u0146i joproj\u0101m sl\u0113dz dar\u012bjumus. Vi\u0146i joproj\u0101m sprie\u017e par to, kurus dar\u012bjumus turpin\u0101t.<\/p>\n<p>Ta\u010du vi\u0146i vairs nelidos akli. Vi\u0146u r\u012bc\u012bb\u0101 ir dati par to, kuri dar\u012bjumi ir re\u0101li, kuri ir apdraud\u0113ti un k\u0101das darb\u012bbas v\u0113sturiski ir biju\u0161as veiksm\u012bgas. T\u0101 ir at\u0161\u0137ir\u012bba starp min\u0113jumiem un zin\u0101\u0161an\u0101m.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">V\u0113laties prec\u012bz\u0101kas prognozes?<\/h3>\n\n\n<p>Katrai p\u0101rdo\u0161anas komandai ir at\u0161\u0137ir\u012bgi dar\u012bjumu mode\u013ci. At\u0161\u0137ir\u012bgi p\u0101rdo\u0161anas cikli. At\u0161\u0137ir\u012bgi faktori, kas nosaka uzvaras un zaud\u0113jumus.<\/p>\n<p>M\u0113s nep\u0101rdodam univers\u0101lus prognoz\u0113\u0161anas r\u012bkus. M\u0113s analiz\u0113jam j\u016bsu dar\u012bjumu datus. M\u0113s nosak\u0101m, kuri faktori faktiski prognoz\u0113 j\u016bsu biznesa rezult\u0101tus. M\u0113s izveidojam mode\u013cus, kas atbilst j\u016bsu realit\u0101tei.<\/p>\n<p>P\u0113c tam m\u0113s integr\u0113jamies ar j\u016bsu CRM, lai p\u0101rst\u0101vji un vad\u012bt\u0101ji redz\u0113tu prognozes, kur vi\u0146i str\u0101d\u0101. J\u016bsu komanda ieg\u016bst lab\u0101kus datus, nemainot procesu.<\/p>\n<p>Nek\u0101da a\u017eiot\u0101\u017ea. Nav sol\u012bjumu par perfektu prognozi. Tikai lab\u0101kas prognozes, lai j\u016bs pie\u0146emtu lab\u0101kus l\u0113mumus un nosl\u0113gtu vair\u0101k dar\u012bjumu.<\/p>\n\n<p><a href=\"https:\/\/www.leaplytics.de\/lv\/kontaktinformacija\/\">Parun\u0101sim par j\u016bsu p\u0101rdo\u0161anas cauru\u013cvadu<\/a><\/p>\n\n<p><a href=\"https:\/\/www.leaplytics.de\/lv\/marketinga-pardosana-ai\/\">Atgriezties pie M\u0101rketinga un p\u0101rdo\u0161anas AI<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>M\u0101ksl\u012bgais intelekts p\u0101rdo\u0161anas cauru\u013cvadam un prognoz\u0113\u0161anai: Katru ceturksni viena un t\u0101 pati sp\u0113le. P\u0101rdo\u0161anas vad\u012bba pieprasa prognozi. P\u0101rst\u0101vji saka, ka dar\u012bjumi tiks sl\u0113gti. Vad\u012bba kori\u0123\u0113 uz leju, jo p\u0101rst\u0101vji vienm\u0113r ir optimistiski. Dar\u012bjumi pasl\u012bd. Prognozes main\u0101s katru ned\u0113\u013cu. Neviens nezina, kas patie\u0161\u0101m tiks sl\u0113gts. Ne t\u0101p\u0113c, ka p\u0101rdev\u0113ji melo. T\u0101p\u0113c, ka dar\u012bjumu prognoz\u0113\u0161ana ... <\/p>","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-14480","page","type-page","status-publish","hentry","latest_post"],"_links":{"self":[{"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/pages\/14480","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/comments?post=14480"}],"version-history":[{"count":1,"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/pages\/14480\/revisions"}],"predecessor-version":[{"id":14481,"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/pages\/14480\/revisions\/14481"}],"wp:attachment":[{"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/media?parent=14480"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}