Manufacturing replenishment agent

Know what to buy, who to buy from, and when a buyer needs to approve.

Redline ranks recurring manufacturing supplies by stockout risk, supplier terms, lead time, landed cost, approval rules, and integration readiness. Real PO submission requires connected supplier accounts, PunchOut, EDI, XML/cXML, or API rails.

Company data room

Start with the files your buyers already use.

Research can shape the product, but your inventory, supplier, and policy data decide what Redline is allowed to do.

Current context score

0%

This local workspace checks files in your browser only. It does not save files or send supplier orders.

Evidence intake before automation

Add CSV, XLSX, PDF, JSON, TXT, or DOCX exports. CSV headers and TXT/JSON text are checked locally. PDF, DOCX, and XLSX files are listed here, but they do not raise confidence until extraction is connected.

Uploaded files

0

Verified artifacts

0

Missing artifacts

9

Auto-order blockers

3

Selected files

No customer files selected. Redline can only stay in sample-schema mode.

Required evidence artifacts

Item master and internal SKU map

Redline needs the part names, units, alternates, and criticality flags your team actually uses.

How Redline uses it: Keeps recurring purchases tied to the right internal SKU so the wrong part does not get ordered.

Missing

Required for read-only insights

CSV, XLSX, JSON

Inventory snapshots and bin counts

Reorder timing only works when current counts, reserved stock, and count dates are visible.

How Redline uses it: Calculates days left and flags stale or impossible counts before a PO is drafted.

Missing

Required for read-only insights

CSV, XLSX, PDF

Usage, issue, and work-order history

Usage should come from the shop's real production rhythm, not an industry average.

How Redline uses it: Learns review cadence, seasonal patterns, and confidence buffers for each SKU family.

Missing

Required for draft PO

CSV, XLSX, PDF, JSON

Supplier catalogs, quotes, and account terms

Supplier comparison needs the customer's real price, freight, tax, MOQ, order multiple, and quote dates.

How Redline uses it: Ranks approved suppliers without inventing market prices or pretending every supplier is available.

Missing

Required for draft PO

CSV, XLSX, PDF, JSON

Approved supplier and vendor master

Supplier approval, owner, active status, and vendor-master quality protect against wrong-supplier and fraud risk.

How Redline uses it: Keeps unapproved suppliers, inactive vendors, duplicates, and remit changes out of auto-ordering.

Missing

Required for draft PO

CSV, XLSX, PDF, JSON

PO history, receipts, and supplier acknowledgments

Quoted lead time is not enough. Redline needs to see what suppliers actually delivered.

How Redline uses it: Builds lead-time reliability and exception rates from the customer's order history.

Missing

Required for draft PO

CSV, XLSX, PDF, JSON

Approval policy and delegated authority

A real PO needs clear buyer authority, dollar caps, category rules, and exception boundaries.

How Redline uses it: Stops auto-ordering when spend, supplier, category, or variance rules need human approval.

Missing

Required for capped auto-ordering

PDF, DOCX, TXT, JSON

Supplier submission rails and credentials

Real POs need an authorized path. Screenshots, guesses, and draft emails are not enough.

How Redline uses it: Defines how POs are sent, acknowledged, changed, or canceled.

Missing

Required for capped auto-ordering

PDF, DOCX, TXT, JSON

Buyer feedback and outcome labels

The product gets smarter only when buyer overrides, supplier misses, substitutions, and stockouts are captured.

How Redline uses it: Turns human corrections into better thresholds, supplier scores, and exception routing.

Missing

Required for capped auto-ordering

CSV, XLSX, JSON, TXT

CSV item schema preview

Sample rows still validate before commit. This proves the schema, not the customer operation.

Valid rows: 1

  • SKU-REPEAT-001 - Repeat-use production supply

Invalid rows: 2

  • Row 3: current_on_hand: Too small: expected number to be >=0
  • Row 4: criticality: Invalid option: expected one of "low"|"medium"|"high"|"mission_critical"