LineLoop
Book a call Join the waitlist
Private beta · onboarding first pilot plants

Every station on your line, reporting in real time.

LineLoop turns the CCTV cameras your factory already has into an AI line supervisor. It watches every station, flags bottlenecks as they form and tells your supervisor why on WhatsApp. No new hardware.

Join the waitlist Book a 30-min call
ST-03 · Running · 42/hr
ST-04 · Idle 12m
ST-05 · Changeover
Illustration of a CCTV view of a production line. Status tags hang over the machines, not the workers: ST-03 running at 42 per hour, ST-04 idle for 12 minutes, ST-05 in changeover. A panel counts four stations running, one idle and one in changeover. A WhatsApp-style alert reads: Station 4 idle 12 min, likely material shortage.

Built for tier-1 and tier-2 auto component plants: machining, sheet metal, assembly, welding, manual and semi-automatic lines.

01The problem

Don’t find out how the shift went after it ends.

Today the real output shows up once the shift is over, in Excel or on a supervisor’s clipboard. LineLoop watches every station through the cameras already on your shop floor and tells you while there’s still time to act.

Today

  • Excel and a clipboardOutput gets written up by hand, station by station.
  • Numbers at shift endNobody knows real line output until the shift is over.
  • Walking the line to find outA stopped station gets noticed when someone happens to pass it.

With LineLoop

  • Live station statusEvery few seconds, each station is marked running, idle, changeover or blocked.
  • Bottleneck flagsSpot the station holding up the line as it happens, not in tomorrow’s report.
  • Why it stopped, on WhatsAppChangeover, missing material or a breakdown, explained using your plant’s own SOPs and maintenance logs.
02Who’s building it

Built by an auto-industry insider

One of us has spent a career on the shop floor and across the supplier table. The other builds the software.

Mahesh & Karan Jariwala, father and son.

Mahesh Jariwala

Co-founder · COO
35+ years in Indian auto

Manufacturing and sourcing roles across Indian auto, including AGM Purchase at Volkswagen / Skoda India. Ran his own manufacturing unit for eight years. Six Sigma Black Belt who has also taught production engineering.

  • Bajaj Auto
  • Hindustan Motors
  • Ceekay Daikin
  • Lombardini
  • Bagla Group
  • Volkswagen / Skoda India

Karan Jariwala

Co-founder · CEO / CTO
10 years building 0→1 software

Early engineer at Rippling, where he built Rippling Flow, its workflow engine, and grew the team from 2 to 10+ engineers. First engineer at Blee (YC S22). Led the rebuild of Toku’s platform. Built ThesisLoop AI solo: an AI research copilot for investors that reads filings and transcripts and cites every claim to its source.

  • Rippling
  • Blee YC S22
  • Toku
  • ThesisLoop AI
03How it works

From your CCTV to a live line in three steps

No new cameras and nothing new to wire on the line. We set it up with you.

  1. Step 1: Connect

    We link LineLoop to your existing CCTV recorder (NVR/DVR), usually in an afternoon.

  2. Step 2: Map your line

    We set up stations, shift targets and what “good” looks like at each one. Done with you, on the shop floor.

  3. Step 3: Get alerts & reports

    WhatsApp alerts to supervisors during the shift, plus line and shift reports for owners.

04What you get

A supervisor’s eye on every station, every shift

Built around the numbers your OEM scores you on: on-time delivery and rejection PPM.

Live station status

Every station, every few seconds

Running, idle, changeover or blocked, for every station on the line. Bottlenecks get flagged as they form.

ST-05ST-04ST-03SLOWST-02ST-01
WhatsApp alerts

Alerts where supervisors already are

Not a dashboard nobody opens.

LineLoop · Line 2
Station 4 idle 12 min, likely material shortage
Station 5 changeover started
Station 4 running again
Illustrative
Bottleneck flags

See the pile-up forming

Know which station is holding up the line while the shift can still be saved.

Why the line stopped

The reason, not just the stop

Changeover, missing material or breakdown, using your own SOPs and maintenance logs.

Owner reports

OEE, OTD and PPM by line and shift

OEE, uptime and downtime, on-time delivery and rejection PPM, traced to the exact line and shift. Daily and shift reports.

No new hardware

Uses the cameras you already have

Connects to your existing CCTV cameras and recorder. LineLoop is a web app.

05Privacy

Stations, not people.

LineLoop looks at stations and machines. It never ranks, scores or polices individual workers. Supervisors and unions rightly reject surveillance tools, and we’ve built LineLoop not to be one.

  • Watches stations and machinesStatus belongs to the station: running, idle, changeover or blocked.
  • Never ranks or scores workersNo per-person scores, rankings or policing.
  • Built not to be a surveillance toolIt answers “why did the line stop?”, not “who stopped it?”
ZONE · ST-01ZONE · ST-02ZONE · ST-03
Private beta · limited pilot spots

Get your line on the pilot list.

We’re onboarding our first pilot plants, and spots are limited. Join the waitlist and we’ll reach out on email or WhatsApp.

Rather talk it through first? Book a 30-min call

Join the waitlist

Takes 30 seconds. We’ll reach out as pilot spots open.