Electronic Shelf Label ni gaw, sutdek hpe gara hku kaja dik htum galaw ya ai

Electronic shelf label ni gaw, n shamu n shamawt ai laika man ni hpe wireless hku nna gram lajang ai digital display ni hte galai nna, na a sutdek hpareng ai ladat hte aten dep hkan sa ai hku nna, sutdek racking hpe grau kaja hkra galaw ya lu ai. Dai gaw, SKU langai mi htawt sit ai shaloi, manual update rounds hta magam gun ni hpe n dat ai sha, labeling shut ai lam n law ai, order hpe lawan ai hku lata la ai, aisle, rack, hte bin-hku shagu hta inventory hpe hkrak hkrak mu lu ai lachyum re.

Na a sutdek gaw, dip shapraw da ai sticker ni hte lata hte ka da ai tag ni hta naw galaw nga ai rai yang, manghkang ni hpe nang chye da sai: inventory records ni gaw, shelf ntsa hta teng sha nga ai hte n htap htuk ai, pickers ni gaw lai wa sai bat hta shara htawt sit kau hkrum ai arung arai ni hpe tam ai aten hpe wan nat ai, hte steady drip mispicks ni gaw complain hte customer complain ni de gale mat wa ai. ESL hpaji masa gaw dai n-gun kya ai lam langai hpra hpe source-label kaw nan hparan ya ai. Lahta e, racking makau grup yin ni hta gara hku bungli galaw ai, bungli galaw ai hta kaba dik ai akyu ni gara kaw dan dawng wa ai, dai hpe deploy galaw ai shaloi hpa hpe myit mada mai ai lam ni hpe anhte hkawm sa wa ga ai.

Hpa majaw Htunghking Htunghking Htingnu Labeling Kadun Ai

Warehouse kata na laika man ni gaw yak hkak ai prat hpe lu ai. Dai ni gaw hka lim ai sanghpaw daru shara ni hta hpraw mat nna, freezer kata kaw n-gun yawm mat nna, bat loi mi tup forklift n-gun hte ga nhpu ni htum mat ai hpang n mai hti mat ai. Raitim grau kaba ai lam gaw hkum hkrang ngang grin ai lam n re-dai ni na aten na sutdek langai hta kade lang galai shai ai lam ni hpe laika man n lu hkan nang ai majaw re.

Product ni hpe bai gram lajang ai. SKU nnan ni bat shagu pru wa ai. Seasonal ra kadawn ai lam gaw zone ting hpe galai shai shangun ai. Dai galai shai ai lam langai hpra gaw marai langai ngai gaw label nnan hpe print galaw ra ai, rack de pru wa nna, galai shai ra ai, WMS record hpe hkan sa na matu update galaw ra ai ngu ai lachyum re. Tatut hta, dai hpang jahtum na lahkam-WMS update- gaw lam ni hkrat sum mat ai shara re. Label ni hpe galai shai kau ai raitim system n update ai, shing nrai system galai mat ai raitim kadai mung label hpe bai n shapraw ai. Gara hku mi rai rai, bay C-14 a man e tsap nga ai picker wa gaw, ya aten hta, teng man ai, n teng ai shiga ni hpe yu nga ai.

Dai kaw na pru wa ai mahtai gaw, digital record hte physical shelf hpe galoi mung garan ginhka nga ai sutdek langai mi rai nga ai. Georgia Tech Supply Chain & Logistics Institute gaw garan gachyan ai lam ni hta, arung arai ni a hkrak ai lam hpe sawk sagawn ai shaloi, WMS tsun ai hte teng sha nga ai lapran na garan ginhka ai lam gaw, lachyum rawng ai npu de na manu jahpu ni hpe -n tara ai hku lata la ai lam, kadun ai hku matsun ai lam ni, bungli galaw ai ni hpe hkan shachyut ai lam ni hpe n bung ai lam ni hpe shabyin ya lu ai daram kaba nga ai. Dai drift gaw, na a labeling npawt nhpang gaw, update shagu hta shinggyim masha langai mi hpe loop kaw ra ai shaloi, structural rai nga ai.

ESL gaw, sutdek Racking bungli ni hpe hpa la sa ya ai kun?

Warehouse context kaw na ESL gaw, nang dut mari ai shara kaw mu lu ai manu jahpu ni hte n bung ai dusat langai mi re. Dai npu na hpaji masa gaw maren sha-e-ink display, n-gun n law ai, wireless matut mahkai ai lam-rai tim shi galaw ai bungli gaw npawt nhpang hku nna bungli galaw ai lam rai nga ai. Langai hprae-ink tawn da ai masat kumlashara hpe chye ginhka ai, lata la ai lam matsun ai, hte tengman ai-ten inventory hpe madun ai hku nna galaw ai, yawng hpe jak langai kaw sha galaw ai.

Ndai kaw setup galaw ai hpe yu ga. Label langai hpra hpe rack beam, shelf lip, shing nrai bin garan ai shara de clip (sh) magnetic bracket lang nna hkrak sha jung da ai. Dai gaw wireless hku nna ntsa kaw jung da ai base station (access point) hte matut mahkai nna, dai gaw na a ESL hparan ai server hte matut mahkai ya ai. Dai server gaw na a WMS (sh) ERP de matut mahkai nga ai. Product langai hpe system kata na kaga shara de bai ap ya ai shaloi, label dingsa hpe yeng seng kau nna, nnan gaw-galaw ai hku nna, na a refresh configuration hta hkan nna, second 30 kaw nna minit lahkawng laman hta, n-gun jat wa ai. Picking order langai mi lai wa ai shaloi, label a built-in LED gaw htoi tu nna, picker hpe hkrak ai bay de hkrak sha lam madun ya lu ai.

Masha ni myit mada ai hta grau ahkyak ai lam langai gaw: dai label hpe beam hta gara hku shinggrup da ai. Laksan hku nna, lata la ai pallet racking hta, anhte gaw step beam a shawng na myi man ntsa e shinggrup da ai bracket ni hta clip- hpe mu lu ai. Shanhte gaw forklift vibration npu hta ngang ngang jum da nna, pallet ntsa de n pat shingdang ai. 1990 ning hta, n-gun n rawng ai shingnip shingna (sh) n-gun n rawng ai shingnip ni hpe myit yu u. Mounting hpe hkrak lu la ai gaw, shawng nnan na mara shagun ai lam langai hpe koi lu ai: hkrat sum mat ai (sh) n-gun yawm mat ai label ni.

-to-Nhtoi hpe hpawng de ai: Lawan ai hte hkrak ai hte hkrum ai shara

Order picking ngu ai gaw, warehouse bungli galaw ai aten law malawng sa ai shara re. Htunghking hku galaw ai ladat-pick list hpe print galaw ai (sh) lata hte lang ai scanner ntsa de bungli ni hpe load galaw ai, lam hkawm ai, shara code hpe hti ai, bay hpe tam ai, arai hpe lata la ai-magam bungli galaw ai, raitim dai chain hta lahkam shagu hta shinggyim masha langai mi hti ai, lachyum shapraw ai, dawdan ai lam ni lawm ai. Dai cognitive load gaw shut ai lam ni shang wa ai shara rai nga ai, grau nna high-volume shifts galaw ai shaloi, n-gun yawm wa ai aten hta.

ESL- hpe madung tawn nna lata la ai-to-nhtoi gaw hkrang hpe galai kau ya ai. WMS de order langai shang wa ai shaloi, dai system gaw, yaw shada ai arung arai ni dung nga ai rack label ni hta LED masat kumla ni hpe hpaw ya ai. Picker wa gaw bungli hpe galaw hpang na matu barcode hpe scan galaw nna, nhtoi htoi tu ai label ni de sa nna, madun da ai n-gun hpe lata la nhtawm, label ntsa na button hpe dip nna, kam hpa ai. Cross-reference galaw na matu list n nga ai, decode galaw na shara code n nga ai. Rack gaw gara de sa na, hpa hpe rim la na hpe gaja wa tsun dan nga ai.

Ndai ladat gaw 5,000+ SKU shara ni hpe galaw ai shara ni hta picking aten hpe grai shayawm kau ya ai hpe anhte mu lu saga ai-dai majaw, bungli nkau mi gaw headcount n jat ai sha 15–20% volume jat wa ai hpe hkam la lu ai. Accuracy rawt jat wa ai lam gaw dai hte maren sha ahkyak nga ai: picker wa gaw shara code hpe lachyum n shapraw ra ai shaloi, shut ai-slot picks ni gaw madung hku nna n nga mat wa ai.

Dai zawn re ai infrastructure gaw shang wa ai bungli galaw ai lam ni a matu nhtang hku bungli galaw ai. Hkap la ai (sh) bai jat bang ai aten hta, dai system gaw du na shara na bin ni hpe htoi tu shangun nna, magam gun ni hpe dip shapraw da ai manifest hpe cross-referencing n galaw ai sha, jaw ai put-away shara de lam madun ya ai. SKU density grai law ai bungli ni-e-sut masa hpring tsup ai lam, tsi mawan ni hpe garan gachyan ai lam, electronics arung arai ni hpe shinggyin tawn da ai lam-hpa majaw nga yang, wan hku law ai bung ai-mu mada ai bin ni hpe hkawm sa ai cognitive load gaw pi{li{9}to9{9}to8{9}to}dai hte maren sha rai nga ai.

Relabeling masing n lawm ai sha, n-gun ja ai shara jahkrat ai lam

Slotting strategy-na a racks ni hta gara arung arai gara de sa na hpe dawdan ai- gaw, sutdek hta grau tsaw ai -leverage hpe grau kaja hkra galaw ai lam langai mi rai nga ai. Na a lawan ai mawdaw ni hpe pack station ni hte ni ai ergonomic pick tsaw ai shara ni hta tawn da nna, hkrun lam aten hpe shayawm kau lu ai. Zone shagu hta density hpe balance galaw nna, nang gaw n-gun shayawm ya lu ai. Shut ai hku chye na la nna, na a lata la ai ni gaw shanhte teng sha ra kadawn ai arung arai ni hpe lu la na matu, n-gun n rawng ai-hprawng hkawm ai pallet ni hpe lai wa nga ma ai.

Manghkang gaw, kaja dik ai slotting gaw n shamu n shamawt ai. Demand gaw aten ladaw hte maren galai shai wa ai, arung arai nnan ni hpe shapraw ai, moi na ni hpe jahkring kau ai, promotion spikes ni gaw C-mover hpe aten kadun laman hta na a grau tsaw ai-velocity SKU de galai shai kau ya lu ai. Laika man hte, reslotting lamang shagu gaw mini project langai mi rai nga ai: label ni hpe dip shapraw ai, racks ni hpe hkawm ai, galai shai ai, system hpe gram lajang ai, jep joi ai lam ni galaw ai. Dai gaw, shanhte a data ni gaw, ya aten hta tawn da ai shara gaw, shani shagu hkrun lam aten hpe jahten kau nga ai ngu jahtau nga ai aten hta pyi, warehouse law malawng gaw, kaja dik htum hku nna, laning mi hta kalang lahkawng lang reslot galaw na matu, law law nga ai.

ESL ni gaw resloting hpe software bungli langai hku nna galaw ai. Na a WMS kaw na bin nnan de product langai hpe bai bang dat u, dai shaloi label ni gaw shanhte nan update galaw mat wa ai. Print run n galaw ai, -npu kaw hkawm sa ai lam n galaw ai, hkum hkrang masat kumla hte system record lapran n htap htuk ai hkrit tsang hpa n nga ai. Ndai gaw bat mi hta matut manoi-reslot galaw na matu, shing nrai, na a WMS kaw na velocity thresholds ni a majaw shi hkrai shi trigger galaw na matu pyi tatut galaw mai ai.

Ndai lam gaw teng sha akyu pru ai shara gaw, n-gun jat wa ai (compounding effect) rai nga ai. Quarter shagu reslots galaw ai warehouse gaw, shi a hkrun lam a matu gumhpraw 60% hpe hkam la lu na re. Langai gaw, matut manoi reslots galaw ai, near-real-time hta, tengman ai ra kadawn ai lam ni hpe htai ya ai, grau law hkra hkam la lu ai-dai hpe galaw ai bungli manu gaw zero daram de hkrat sum mat ai, hpa majaw nga yang, physical label bungli n lawm ai majaw re.

Katsi ai shara hte makau grup yin hta n kaja ai bungli galaw ai lam

Freezer warehouse hpe galaw yu sai rai yang, label manghkang hpe chye da sai. Standard n-gun rawng ai masat kumla ni gaw -18℃(0℃F) a lawu de shinggrup nna, n-gun yawm mat nna, garan mat ai. Barcode ni gaw n mai scan galaw mat ai. Ink htum mat ai. Nang gaw shara daw mi hta hkrat sum mat ai (sh) n lawm ai label ni nga ai racks ni hte jahtum mat wa nna, lata la ai ni gaw plastic sleeves kata kaw tape galaw da ai myit dum ai lam (sh) lata hte ka da ai laika ni hpe kam hpa nga ai.

Hkrak ai katsi ai-masat da ai ESL hardware gaw -25℃du hkra katsi ai hpe hparan ya lu ai. E-ink display ni gaw katsi ai shara hta teng sha kaja hkra galaw lu ai-dai hpaji masa gaw nhtoi n shapraw ai (sh) matut manoi n-gun n ra ai majaw, display hkum nan hta thermal cycling stress n nga ai. Cold-rated unit ni hta na battery ni hpe gaw, n-gun n law ai shara kaw na pru wa na matu chemistry hpe grau kaja hkra galaw da ai, n-gun n rawng ai warehouse ESL ni hte n bung ai hku engineering galaw da ai. Freezer makau grup yin hta battery hpe masum ning kaw nna mali ning du hkra myit mada nna, grup yin masa hta gaw manga ning (sh) dai hta jan nna lang na hpe myit mada u. Dai nta ni hta IP67 moisture ratings nga ai, dai gaw label ni gaw freezer hte dock nbung katsi ai lapran hta ayan shamu shamawt nga ai shaloi ahkyak ai rai nna, hka lim ai lam gaw prat a tengman ai lam rai nga ai.

Hkringhtawng hpe n-gun jaw ai lam langai gaw: magnetic brackets ni gaw freezer racking hta n-gun rawng ai adhesive hte clip lata ai lam ni hpe grau kaja hkra galaw chye ai. Dai thermal cycling gaw aten na wa ai hte maren, n-gun yawm mat nna, clip design nkau mi gaw n-gun yawm mat ai. N-gun ja ai rare-earth magnet gaw, n-gang n-gang ntsa e, gara hku katsi ai hpe n sawn ai.

Racking hpe gram lajang na matu kaja ai ESL Size hpe lata ai

Rack shara shagu hta label langai sha n ra ai. Tengman ai galu kaba lam gaw, yu ai tsan ai shara, shiga law law, dai ginra hta byin nga ai hkai sun galaw ai lam amyu myu hta madung nga ai.

Kaji ai masat kumla ni (2.13" kaw nna 2.9")bungli galaw ai hta kaja dik htum -bin shingbyi shara, carton lwi ai lam ni, hte bungli galaw ai wa gaw shara a shawng kaw hkrak sha tsap nga ai module ni hpe lata la u. LANGAI2.66-inch e-ink shingkyit masat kumlan-gun rawng ai shelf rails ni hte hkrak nna, dai arai ra ai shara hpe n la ai sha, SKU nambat, bin jahpan, scan galaw mai ai barcode ni hpe madun dan ai.

Lapran - lapran masat kumla ni (4.2" kaw nna 5.8")suit pallet racking bays hte grau dam lada ai shelf daw ni hta picker (sh) forklift galaw ai wa gaw pe loi mi shingdu kaw nna hti nga ai. LANGAI5.8-inch sutdek madun ai masat kumlascreen real estate law law nga ai, dai gaw shara code ni, arung arai ni hpe tsun dan ai lam, lamu ga hte seng ai shiga ni, forklift cab tsan ai kaw nna scan galaw mai ai barcode langai mi nga ai.

Format kaba ai masat kumla ni (7.3" hte npu)staging shara ni, n-gun law law hpe tawn da ai shara ni, pe 10 (sh) dai hta jan nna mu lu na matu ra ai sanghpaw daru chyinghka ni a matu re.Labau kaba -format e-ink madun aizone map ni, hparan na matu matsun ni, hazmat masat kumla ni hpe masat da ai shara jahpan ni hte rau madun dan lu ai.

Warehouse deployment law malawng gaw size lahkawng masum lang nna jahtum mat ai. Laksan hku nna, n-gun n rawng ai masat da ai shara langai hpra hta, lata la ai pallet racking hta lapran -range hta, staging lanes hte dock bungli ni hta kaba ai format ni hpe galaw mai ai. Ahkyak ai gaw, bungli galaw ai lam hte yu ai tsan ai shara- hpe nta ting a matu size langai hta n shadawn ai sha, label hpe bung hkra galaw ai lam rai nga ai.

System hpe hpawng de ai lam: ESL hpe na a WMS hte ERP hte matut mahkai ai lam

Label ni gaw system a mu lu ai daw re. Teng sha bungli galaw shangun ai daw gaw, na a WMS hte ESL hparan ai platform lapran na hpawng de ai layer re. Ndai ahkaw ahkang hpe lu la ai gaw, tsawm htap ai digital masat kumla ni lawm ai sutdek hte dai masat kumla ni gaw bungli galaw ai lam hpe teng sha shatsaw ya nga ai sutdek lapran na shai hkat ai lam rai nga ai.

Ndai nta gawgap ai lam gaw dingyang rai nga ai: npawt nhpang shara (wireless access points) ni hpe nta ting hta garan tawn da ai, square feet 800 kaw nna 1,200 du hkra langai mi hpe racking density hte ceiling tsaw ai hta hkan nna garan tawn da ai. Base station shagu gaw shi a shinggrup da ai ginra hta nga ai label ni hte matut mahkai lam hpe matut manoi galaw nga ai. Na a WMS gaw ESL hparan hpareng server de API hku nna data- shara lit ni, arung arai law law, bungli lata la ai lam ni, bai jat bang ai lam ni hpe sadi jaw ai lam ni, lot hte batch hkan tam ai lam ni- hpe jaw ya ai, dai gaw base station ni hku nna label ni de update ni hpe push galaw ya ai.

ESL jaw ai ni law malawng gaw, SAP EWM, Manhattan Associates, Blue Yonder, Oracle WMS Cloud zawn re ai WMS platform kaba ni a matu, tau hkrau galaw da ai matut mahkai lam ni hpe jaw ma ai. Nang gaw madu ai (sh) n-gun rawng ai system hta rai yang, hpawng de ai lam gaw database hpe yu ai, flat file hpe shapraw ai, shing nrai, custom middleware hku nna galaw chye ai. Integration hpe gyin shalat na matu hte chyam dinglik na matu bat lahkawng kaw nna mali du hkra budget galaw nna, data ni hpe hkan sa ai lam hpe jep chyoi na matu bat mi kaw nna lahkawng du hkra parallel operation galaw na matu.

Ahkyak ai lam: na a WMS gaw ESL network hpe batch process n re ai sha, tengman ai-ten shapraw ai channel hku nna galaw ra ai. Label update ni gaw schedule langai hpe sha push galaw ai rai yang- tsun ga nga yang, minit 15 shagu-nang gaw pick-to-nhtoi hpe hkap la lu ai atsam hte nbungli ntsa kaw nna reslot galaw lu ai atsam hpe sum mat ai. Dai hpawng de ai lam gaw, na a WMS inventory record ni hpe gram lajang ai mabyin masa ni hta label gram lajang ai lam ni hpe shabyin ya ra ai: hkap la ai lam hpe madi shadaw ai lam, lata la ai lam hpe madi shadaw ai lam, cycle jahpan hpe gram lajang ai lam, slot hpe bai garan jaw ai lam ni. Dai mabyin masa- hpe woi awn ai matut mahkai lam gaw ESL ni hpe labeling upgrade kaw nna bungli galaw ai lam hpe hkang ai layer de galai shai shangun ai. Walmart zawndollar wan - ESL hpe jai lang nahkying hkum law law na gat seng ni hta madun dan ai, ndai hpaji masa gaw grai kaba ai madang hta synchronization hpe galaw lu ai-dai zawn re ai hpawng de ai tara ni hpe nang gaw dut mari ai network (sh) nsen kaba ai-rung garan ai shara langai hpe galaw ai rai tim, dai zawn re ai hpawng de ai lam ni hpe jai lang mai ai.

Business Case hpe sawn la ai

Warehouse ESL grup yin na ROI ga shaga ai lam gaw manu jahpu bucket masum de du wa ai, shanhte hpe garan ginhka na matu manu dan ai, hpa majaw nga yang shanhte gaw na a P&L a line amyu myu hta dan dawng wa ai majaw re.

Langai: bungli galaw ai. Ya aten hta marai langai ngai hpe print galaw ra ai, hkawm sa ra ai, galai shai ra ai, jep joi ra ai label galai shai ai lam shagu gaw nang redirect galaw mai ai labor re. SKU jahpan hte reslotting galaw ai aten hte gumhpraw mahkawng da ai shadawn shadang. 10,000+ active shara ni hpe shaning ting loi mi sha pyi reslots galaw ai facility langai gaw, bungli kaw na jahkrat kau ai kaw na n re ai sha, dai hkying hkum ni hpe receiving, QC, shing nrai, manu dan ai {d}ffe hpe hkap la ai, QC, shing nrai, manu dan ai {d

Lahkawng: hkrak ai lam. Laika man-ka da ai sutdek ni hta Mispick rate ni gaw 1–3% lapran kaw hkrat sum chye ai. ESL-hpring tsup ai shara ni gaw pick-to-light hte 0.1% npu de n-gun dat ai. Dai rawt jat lam a dollar manu gaw na a order profile hta madung nga ai-average order manu, bai nhtang sa ai manu, customer compensation policy-rai tim, lani mi hta wan hku law ai order ni hpe hparan ai bungli ni a matu, bai nhtang sa ai n law ai hte bai sa ai order ni kaw na shaning shagu na gumhpraw hkoi shap ai gumhpraw gaw lawan ai hku jat wa ai.

Masum, ndai gaw manu n shadan hkrum ai lam law law nga ai: throughput density. Lawan ai hku lata la ai, lawan ai hku reslotting galaw ai, n bung ai lam ni hpe hparan na matu aten n law ai hku jawm galaw ai gaw, na a ya nga ai nta hpe hparan lu ai volume hpe jat ya ai. Industrial lease manu ni matut nna rawt jat wa ai hte shara nnan ni hpe gawgap na matu 12+ shata ram aten la ra ai gat lawk hta, ya na na a lagaw lahkam kaw na atsam grau law hkra shaw la ai gaw gumhpraw majing rai nga ai-ESL justification spreadsheet hta line item hku galoi mung n pru wa tim.

Deployment law malawng gaw shanhte a gumhpraw bang ai hpe shata 18 kaw nna 24 laman bai lu la ai, bungli galaw masha ni a gumhpraw mahkawng da ai sha, shawng ningnan shaning laman hta system manu yawng a 60–70% hpe hkap la lu ai.

Hkrang shapraw ai lam: Machyi makaw grau sawng ai shara kaw nna hpang u

Phased rollout gaw -bang kaba hpe shagu dang kau ai, raitim "phased" ngu ai gaw "loi dik ai shara kaw nna hpang ai" ngu ai lachyum n re. Lachyum gaw, dai ni aten hta nang hpe labeling manghkang ni grau nna manu jahpu jaw nga ai zone kaw nna hpang u.

Warehouse law malawng a matu, dai gaw SKU law dik ai, pick frequency law dik ai, reslotting galaw ai lam law dik ai zone hpe -pick area langai hpra hta -velocity kaba ai. Ndai shara hta laika man label ni lawan dik htum hkrat sum ai shara rai nna, pick-to-light gaw aten hpe kalang ta hkye la lu ai shara re. Dai hta n-ga, kaga shara ni de jat wa na matu case hpe gawgap na matu, asan sha dik ai before-and-after data ni hpe mung jaw ya ai.

Na a kaba dik ai hkra machyi ai lam gaw, katsi ai shara hta hkrak ai lam (sh) dock staging hpe myit n hkrum ai lam rai yang, dai kaw nna hpang u. Pilot a yaw shada ai lam gaw, na a bungli galaw ai lam a matu ahkyak ai masa hta shadawn shadang mai kaja wa ai lam hpe madun dan na matu re-kadai mung shai hkat ai hpe n sadi hkrup na n-gun n law ai-stakes corner hta hpaji hparat hpe n chyam yu na matu re.

Pilot zone langai a matu bat mali kaw nna kru ya du hkra masing jahkrat u: base station hpe jung na hte label ni hpe jung na matu bat mi kaw nna lahkawng du hkra, WMS hpe hpaw shalawm na hte chyam dinglik na matu bat mi du hkra, mahtai hpe shadawn na matu parallel tracking hte bat lahkawng kaw nna masum du hkra live operation galaw na. AnESL hparan ladat jaw ai wawarehouse application ni hta mahkrum madup nga ai ni gaw, na a shara hpe sawk sagawn nna, na a racking layout hte nta gawgap ai lam hpe madung tawn nna, base station tawn da na shara hpe dawdan ya na, digital labeling gaw asan sha akyu jaw ai ginra hpe chye na lu na matu nang hpe karum ya na re.

Galoi mung san ai ga san ni