Drawing requirement verification Live job status board Signal cross-referencing Engineering order change detection Air-gapped deployment available Zero data leaves your facility Drawing requirement verification Live job status board Signal cross-referencing Engineering order change detection Air-gapped deployment available Zero data leaves your facility
Manufacturing Operations Intelligence

Nothing
Ships
Wrong.

Linesentry reads every drawing, verifies every requirement, and monitors every signal across all active jobs simultaneously. Missed specs, dropped vendor updates, and untracked engineering changes are caught before they reach the floor.

Cloud, self-hosted, or air-gapped Zero proprietary data exposure Works alongside your existing ERP
Active Jobs — Line 2 · Shift A
JOB-4471
Hydraulic manifold block — Aerospace
Action
JOB-4382
Titanium bracket assembly — Defense
Review
JOB-4419
Stainless impeller — Medical
Clear
JOB-4455
Aluminum housing — Industrial
Action
⚠ Flagged — JOB-4471
Drawing rev C released. Anodize spec changed MIL-A-8625 Type II → Type III. Vendor has rev B. Production not notified.

One missed note.
One line stoppage.

The notes are always there. Buried in a title block, a revision triangle, a general notes section. The problem isn't the drawing. It's the process of reading it under pressure, every time, without a system.

01
Missed Drawing Requirements
Material certifications, surface treatments, testing requirements, marking specs — buried in note blocks and read manually every time. One miss and a part comes back wrong.
02
Dropped Signals
Vendor delays buried in email threads. Engineering changes posted in Teams. Production updates nobody actioned. The information exists. Nobody cross-referenced it against the job.
03
Engineering Order Blindspots
A drawing revision changes the spec mid-job. Purchasing already ordered to the old revision. The vendor has the old drawing. The CNC is programmed to the old tolerance. Nobody connected it.

Upload. Verify.
Monitor.

Linesentry reads your drawings, builds a requirement checklist, and watches every signal source for changes that affect active jobs.

01
Upload the Drawing PDF
Linesentry reads every note block, title block, revision triangle, and general notes section. Extracts every requirement — material specs, surface treatments, testing, marking, special processes — into a structured checklist.
02
Verify Against the Job
Every extracted requirement is cross-referenced against the work order and BOM. Anything on the drawing that isn't reflected in the job documentation is flagged before the job hits the floor.
03
Monitor All Signal Sources
Emails from vendors, Teams messages from production, engineering orders, sales updates — all ingested and cross-referenced against active jobs in real time. Status updates automatically.
04
Act on What Matters
Open Linesentry every morning and see every active job — green, yellow, or red — with the exact actions needed today. Nothing buried. Nothing missed.
JOB-4471 · Requirements Extraction
Surface Treatment
Anodize per MIL-A-8625 Type III — not in work order
Material Certification
AMS 2750 certification required — PO placed for standard 4140
Marking
Engrave part number per MIL-STD-130 — confirmed in routing
?
Testing
Charpy impact test at -40°F — vendor not yet confirmed
Special Process
Anneal before final machining — in process routing

Built for planners.
Trusted by executives.

Every feature exists to answer one question: is this job going to ship right, on time, without a surprise?

Drawing Parser
AI Requirement Extraction
Upload any PDF drawing and Linesentry extracts every requirement from every note block, title block, and revision section. Catches what gets missed under time pressure — every time.
Live Board
Multi-Job Status Dashboard
Every active job on one screen. Green, yellow, red. Updated in real time as signals come in. A planner sees 20 jobs at once. An executive sees the whole floor.
Signal Engine
Cross-Source Signal Verification
Emails, Teams messages, engineering orders, vendor updates — all ingested and cross-referenced against job baselines. One signal affects three jobs? All three get flagged simultaneously.
Change Detection
Engineering Order Alerts
When a drawing revision or EO hits the system, every active job referencing that part number or drawing is automatically flagged. The change reaches everyone before it causes a problem.
Verification Log
Requirement Confirmation Trail
Every confirmed requirement, every flagged gap, every resolved action — logged with timestamp and user. Full audit trail for quality reviews, customer disputes, and certification audits.
Action Queue
Daily Planner View
Every morning, a clean list of what needs action across all active jobs. Not a report you run. A live queue that updates as signals come in throughout the shift.

Every source.
One board.

Linesentry ingests signals from every tool your team already uses and cross-references them against active jobs automatically. No manual aggregation. No missed updates.

Email (Gmail / Outlook)
Live
Drawing PDFs + Engineering Orders
Live
Work Orders + BOM Documents
Live
Microsoft Teams
Soon
ERP / MRP Systems
Soon
Excel MRP Imports
Soon
PDM / PLM Systems
Soon
QuickBooks / Purchasing Systems
Soon

Your data.
Your infrastructure.

Choose how Linesentry runs. Cloud for speed, self-hosted for control, air-gapped for companies where proprietary drawings and specs never leave the building.

Cloud
$99
/ month per site · annual 20% off
Cloud Hosted
Hosted on Linesentry infrastructure. Up to 5 users. Fastest way to get started.
  • Linesentry-managed hosting
  • Up to 5 planner seats
  • Unlimited active jobs
  • Email and drawing ingestion
  • Standard support
Get Started
Air-Gapped Standard
$1,500
/ month per site + $5,000 setup · annual only
Aerospace & Medical
No internet required. Local LLM on-site. Built for aerospace, medical device, and manufacturers with strict IP protection requirements.
  • Zero external network calls
  • Local AI processing on-site
  • Unlimited users
  • Dedicated onboarding
  • Full SLA + compliance docs
Contact Sales
Air-Gapped Enterprise
$2,500
/ month per site + $10,000 setup · annual only
Defense & ITAR
Built for defense contractors, ITAR-regulated facilities, and classified programs. Full local deployment with security review and audit support.
  • ITAR-compliant architecture
  • USB/offline delivery option
  • Unlimited users
  • Quarterly security reviews
  • Full SLA + audit trail export
Contact Sales

Proprietary drawings
stay proprietary.

Manufacturing data is sensitive by nature. Linesentry was designed from the ground up to give you control over where your data lives and who can access it.

🔒
Local AI Option
Air-gapped tier uses a local LLM running entirely on your hardware. Drawing content never leaves your facility. No external API calls required.
🛡
Row-Level Security
Every data record is scoped to the authenticated user. No user can access another user's jobs, drawings, or signals — enforced at the database level.
🔑
JWT Authentication
Every API call is verified against a signed JWT token. User identity is derived from the verified token — never from client-supplied parameters.
📋
Full Audit Trail
Every action logged — who confirmed a requirement, when a signal was actioned, what changed and when. Complete traceability for quality and compliance reviews.

Be first
on the floor.

Linesentry is in early access. We're onboarding a limited number of manufacturing facilities to validate the product before general release. If your team is losing jobs to missed drawing requirements or dropped signals, we want to talk.