Depo ve e-ticaret lojistiğinde yapay zeka hangi kararı verir?

**Short answer:** Pick path, consolidation, and demand forecast run before the order is printed. The decision binds to a stock-out or excess-stock alarm on the Stok Öngörü card. The robot moves the tote; the decision sits in software. A “where is my shipment” chatbot is not this job. ## What this page is for When an owner says “we put AI in the warehouse,” three jobs get mixed. A tracking chatbot, a humanoid video, and a place-and-quantity decision made before the order prints. This page is the third. The [manufacturing page](/blog/uretimde-yapay-zeka-once-hangi-isi-alir/) is the cycle. This page is the decision that leaves the shelf. It is not “what is AI technology.” Bağer does not sell a WMS. We bind stock-out and excess alarms to the Stok Öngörü piece inside [YZ functions](https://www.bagertek.com/yz-fonksiyonlari/). ## Which decision, when After the order prints, AI does not say “let’s pick faster.” It is already late. **Pick path.** Which shelf, which sequence, which consolidation. The decision comes out when the order queue and the shelf balance sit on the same card. If the balance is in night Excel, the path is a guess, not a decision. **Consolidation.** Same customer, same day, two lines. The agent merges or says “ship separate.” The rule lives on the spine: a shipping threshold, box volume, the promised hour. The model does not invent the threshold. **Demand forecast.** Season, campaign, Monday. Stok Öngörü writes a “this SKU ends next week” alarm. “Three left on the shelf” is a separate rule. Mixing them hides the stock-out — that is the next stock page’s job; here, do not mix them. **Stock-out / excess.** The alarm lands on the card. Purchasing or the field sees it. The agent does not cut the PO on its own. The approval gate is yours. | Decision | Input | Wrong | | --- | --- | --- | | Path | Shelf + queue | An Excel balance | | Consolidation | Hour promise + volume | Printing every order separate | | Forecast | Season + campaign | Treating a rule as a forecast | | Alarm | A threshold | A bulk SMS “out of stock” | ## Where the robot sits in that decision GXO–Digit moves totes; the threshold is a company announcement, not your payback. A [verified cell](/blog/dogrulanmis-insansi-robot-ile-demo-video-farki/) sits in a named warehouse. In most TR warehouses an AMR is enough. A humanoid is the exception. The robot does not make the path decision. Software decides, the arm walks. The [SDF](/blog/yazilim-tanimli-fabrika-2026-robot-tek-basina-yeter-mi/) lesson holds in the warehouse too: a move without a card is a demo. Getir’s write-up says route and stock run before the order — a company claim, not your metric. What an SME copies is not a chat widget. It is the “decision before the order” discipline. ## The e-commerce vitrine Mağaza Pilot and Kampanya Motoru are the vitrine side. Pushing a campaign with no stock grows the stock-out, not the excess. The agent keeps vitrine and warehouse card on the same spine. A Trendyol seller agent is listing and questions; the counterpart on your own vitrine is a separate function. I will not repeat the marketplace agent here. If the missed call is “where is my shipment,” that is a Ses Köprüsü queue. It is not a warehouse decision. The [agent era](/blog/chatbot-donemi-bitti-mi-ajan-donemi-ne-demek/) does not treat the box as delivery. ## Concrete Eight people in İkitelli, an estimated 2,000 SKU — do not treat the number as your count; it is a layout. At night an Excel “what do we pick tomorrow.” In the morning three lines stocked out. The real job: the queue lands on the card at night, the path order sits on the phone, a “three on the shelf” alarm goes to purchasing, forecast stays in its own column. If there is a robot, it moves the tote. If not, a person does. The decision is on the same card. “How fast we picked” is not enough on its own. The measure: was the stock-out cut the same day, did excess show before the campaign. ## Where Bağer sits There is no packaged warehouse product. You mark Stok Öngörü, order queue, field balance inside [Sistem Yarat](https://www.bagertek.com/sistem-yarat/). A [catalog](https://www.bagertek.com/katalog/) card does not replace a WMS; it binds to it. The approval gate on purchasing and dispatch stays with you. If a delivery hour is born, it writes the [Appointment](https://www.bagertek.com/appointment/) calendar; that is not a warehouse decision. The agent writes the alarm; it does not cut the order. ## AI that arrives after the order A shipment-tracking bot, a returns FAQ, a “where is the courier” voice — all of them sit after the order. They are useful; they are not a warehouse decision. The decision is the quantity and the path that sit on the shelf before print. Putting the later layer in place of the earlier one is painting night Excel in the morning. The second slide is the marketplace agent. A Trendyol seller question is not your Stok Öngörü card. Your own vitrine is Mağaza Pilot; if warehouse balance does not sit in its own column, the campaign grows the stock-out. The [field](/blog/saha-satisinda-ajan-excel-listesini-neden-kapatir/) wants the same balance on the visit — do not open a third copy of Excel. High-volume labels on Luna, a path exception on Terra, a supplier portal on computer use. A single Sol bill inflates this job. The approval gate sits on dispatch and purchasing. The alarm writes the card; the agent does not cut a PO. Cutting it hides the stock-out behind “automatic orders.” ## Common mistakes - Treating a chatbot as warehouse AI. - Mixing forecast with a threshold rule. - Drawing a path with no balance. - Treating a Digit video as your warehouse. - Cutting the vitrine campaign off the stock card. - Writing a fleet or tote count down as payback. ## August 2026 note RaaS and humanoid announcements slide. On publish day look at the operator text. This page is the place of the decision, not a rate card. ## Next step Pick the card the stock-out alarm will land on, inside [YZ functions](https://www.bagertek.com/yz-fonksiyonlari/); the spine is written through [Sistem Yarat](https://www.bagertek.com/sistem-yarat/). - [Which job manufacturing AI takes first](/blog/uretimde-yapay-zeka-once-hangi-isi-alir/) - [Stock-out alarm](/blog/stok-kirigi-alarmi-yz-tahmin-mi-kural-mi/) - [Software-defined factory](/blog/yazilim-tanimli-fabrika-2026-robot-tek-basina-yeter-mi/)