Execute · ManufactINS
Document Reader
Read any document — photo, scan, PDF, Word or text, printed or handwritten, any language — check its text, and file what it records on the order: Claude or ChatGPT shows which registers it updates and which waiting decisions it answers.
What changed in Document Reader recently
New · Release 1.44 · 29 October 2026
Read with, in the Document Reader: Automatic reads with the model chosen for reading documents, unclear handwriting re-read on the strongest — or choose any model your live providers offer that reads pictures: every Claude, ChatGPT and Gemini model that Admin → AI → Pull all models lists, new releases included, each with what it is good at (the hardest handwriting, speed, cost).
New · Release 1.43 · 29 October 2026
What is on the page, in the Document Reader: a photo or PDF is read as a page — each heading, field (its printed label kept apart from the value), table, picture or drawing, stamp, signature, tick box and handwritten note, in reading order, with what it means and what it is for, where it sits, whether it is handwritten and how sure the reader was. The photo shows every part outlined where it sits, and the text is the page read in order. Ask’s data input reads photos the same way.
New · Release 1.42 · 29 October 2026
The best model for each kind of work, chosen by the platform from every model your live providers offer, by quality, understanding, speed and price: answers (Ask, chats, WhatsApp and e-mail replies), reading documents (the Document Reader — it must read images and PDFs), hard calls (deeper analyses, settling answers that disagree), quick reads (sorting a floor update, placing data input) and speech. Each choice says why and names the runner-up; previews, experimental models and moving aliases are never chosen on their own. Choose any model by hand and it is kept while the provider still offers it; one button hands it back to the automatic choice.
New · Release 1.41 · 29 October 2026
Answer together (Admin → AI, off until the owner switches it on): Claude, ChatGPT and Gemini answer the same question at once, with the same records. When they agree, the answer comes straight back; when they differ, one of them reconciles the answers against the records and lists where they differed. Ask, data input and the Document Reader say who answered, any model that timed out or failed, and whether they agreed or were reconciled — never “agreed” unless the platform found the answers the same. It costs one call per live model, plus one when they differ.
New · Release 1.40 · 29 October 2026
Paperless copy in the Document Reader: as soon as a photo, scan, PDF or file is read, keep it as Excel (the details and fields, any table found in it on its own sheet, the full text line by line), Word (the same, with the photo of the paper) or PDF (a print-ready A4 page your browser saves as PDF, with searchable text). Each file uses the text and fields as they are on screen — your corrections included — says when it was read and by what, gives the AI model’s certainty only where a model read the fields, and is marked as an extracted copy not yet checked against the order or filed. Arabic documents come out right to left, with Arabic shaped correctly.
Improved · Release 1.38 · 27 October 2026
The Document Reader reads and places a document in one step and shows the result as a review: what the document is (its type is now read from it — choose one only if it gets it wrong) and what it is for, which order or plant it belongs to and the references that put it there, what it says, every field it will fill with its value now and after, the screens it updates (Procurement, Suppliers, Inventory, Decision Center…) and the waiting decisions it answers. When it is right, “Confirm and file” is the only step; when it is not, correct the text or a field and check again, or place it on another project.
More in Execute
- OverviewThe plant at a glance — production, OEE, delivery risk, machine health and today’s decisions.
- Today’s WorkEach operator’s jobs, clock and progress for today — operators work their own; managers and supervisors see the whole team, what is not in order, and each person’s screen.
- Live OperationsReal-time operator productivity, order progress, completion rates, delays, bottlenecks and KPIs by location.
- Decision CenterEvery recommendation across the lifecycle, ranked by what it costs to leave it sitting.
- Ask ManufactINSA manufacturing expert with the whole operation in context — ask anything, get a cited answer.
- Production OrdersOrders through release, setup, run and completion, against BOM and routing.
- Shop FloorLive floor — lines, machines, output, scrap and downtime as they happen.
- Fabrication OrdersEight-stage heavy-steel fabrication — an uploaded order’s own work orders through its route, stage by stage from its production plan and shift reports, with its inspections and NCRs; the demonstration plants show the shop-floor tablet board.
- Fabrication DecisionsStart readiness for the next three weeks — material, weld holds, QA gates — and the order’s recommendations, each applied and then confirmed by the person responsible.
- ProcurementRequisitions to POs, supplier quotes, price history and buy-now / wait recommendations.
- SuppliersSupplier 360 — price, quality, delivery, risk score and the alternates when one slips.
- InventoryStock by site, status and batch, with turns, excess, dead stock and safety-stock health.
- WarehousesReceiving, putaway, picking and dispatch, with barcode / QR-ready movements.
- WorkforceSkills, machine qualification, shifts and productivity — and where the skill gaps are.