LineLoop Private beta
Private beta · onboarding pilot plants

Know how your line is doing now. Not when the shift ends.

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.

Join the waitlist Book a 30-min call
  • No new cameras or hardware
  • Works with your NVR / DVR
  • Built for auto component lines
Live Line 2 · Shift A
Illustrative demo 10:12
Running
S1Rough turning
Running
S2Finish turning
Running
S3Drill & tap
Running
S4Assembly
Running
S5Leak test
Running
S6Final inspection
Shift A downtime06:00 – 14:00
  • Running
  • Idle
  • Changeover
  • Blocked
74%OEE
Uptime
89%
Output / plan
264 / 273
Alertsto WhatsApp

    Illustrative demo with sample data. Not a customer plant.

    01 / No new hardware

    Works with the cameras you already have.

    Your plant already records every station on CCTV. Nobody has time to watch it. LineLoop connects to the recorder you already own and turns that footage into a live picture of each line. It's a web app, not a new box on the shop floor.

    Your plant

    CCTV cameras + NVR / DVR

    The cameras and recorder already on your shop floor. No new cameras to buy or mount.

    LineLoop

    Reads every station, every few seconds

    Each station is marked as one of four states, and LineLoop works out why a line stopped using your own SOPs and maintenance logs.

    RunningIdleChangeoverBlocked

    Supervisors

    WhatsApp alerts, during the shift

    On the phone they already carry, not a dashboard nobody opens.

    Owners & plant heads

    Line and shift reports

    OEE, downtime, on-time delivery and rejections, by line and shift.

    02 / How it works

    Live on your line in three steps.

    1. 01

      Connect

      We link LineLoop to your existing CCTV recorder. No new cameras, no new hardware.

      Usually an afternoon

    2. 02

      Map your line

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

      On-site, with your team

    3. 03

      Get alerts and reports

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

      Every shift

    03 / Who it's for

    One line, two views: the floor and the cabin.

    Supervisors get told what to fix while there's still time in the shift. Owners see where the shift actually went.

    For supervisors · on the floor

    Fix the stop while the shift is still running.

    Alerts on WhatsAppThe moment a station sits idle or blocked too long, the supervisor gets a message. No new app to check.

    Bottlenecks as they formSee which station is holding the line back now, not in tomorrow's meeting.

    The reason, not just the stopChangeover, missing material or breakdown. LineLoop explains why, using your plant's own SOPs and maintenance logs.

    LineLoop · Line 2 alertsIllustrative

    For owners · in the cabin

    Every shift, traced to the line it came from.

    OEE, uptime and downtimeBy line and by shift, from what actually happened, not what was typed into Excel.

    On-time delivery and rejection PPMTraced to the exact line and shift, so you know where to look.

    Daily and shift reportsA clear report after every shift. No clipboard, no waiting until the next morning.

    Shift A report · Plant 1Illustrative
    LineOEEDowntimeRej. PPM
    Line 178%42m310
    Line 270%71m540
    Line 381%35m220

    Biggest loss: Line 2, Station 4, material shortage (16 min)

    Your OEM scores you on price, on-time delivery and rejection PPM. Price gets squeezed every year. LineLoop helps you hit the other two, by showing which line and shift is costing you.

    04 / Privacy

    Stations, not people.

    LineLoop watches machines and stations. It never ranks or polices individual workers. Supervisors and unions kill surveillance tools. We built LineLoop not to be one.

    What it watches

    • Is the station running, idle, in changeover or blocked
    • How long it stopped, and the likely reason
    • Where the line is backing up

    What it never does

    • Rank or score individual workers
    • Build worker leaderboards
    • Police people on the floor

    05 / Founders

    Built by a father and son.

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

    Mahesh Jariwala

    COO

    35+ years in Indian auto manufacturing and sourcing: Bajaj Auto, Hindustan Motors, Ceekay Daikin, Lombardini, Bagla Group, and AGM Purchase at Volkswagen / Skoda India. He also ran his own manufacturing unit for eight years, and has taught production engineering.

    • Six Sigma Black Belt
    • Ran his own unit, 8 yrs
    • AGM Purchase, VW / Skoda India

    Karan Jariwala

    CEO / CTO

    Ten years building software from zero to one. Early engineer at Rippling, where he built Rippling Flow, its workflow engine, and led the team from 2 to 10+ engineers. Then first engineer at Blee (YC S22), led the platform rebuild at Toku, and built ThesisLoop AI solo, an AI research copilot for investors.

    • Early engineer, Rippling
    • Built Rippling Flow
    • Team of 2 → 10+
    • First engineer, Blee (YC S22)
    • Platform rebuild, Toku
    • Built ThesisLoop AI
    Private beta

    Put LineLoop on one of your lines.

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

    Rather talk it through?

    Book a 30-minute call with Karan. Bring your line layout and your questions.

    Book a 30-min call

    Join the waitlist

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