FOREMAN LABS·

NOVA for manufacturing plants

Your best operator's know-how, on every shift.

NOVA interviews your operators and maintenance crew, reads your PLCs, historians, SOPs, and manuals, and builds one factory brain that finds the root cause of every stop and walks whoever is on shift through the fix.

Operator touches per stop
−70%
Diagnosis and correction
8x faster
New sensors or hardware
None
Go-live
4 to 8 weeks

The problem

The line already knows how to fix itself. It just can't remember.

01

Know-how retires with your people

Most fixes live in a few operators' heads, not in any system.

0%(~3M operators)

of the US manufacturing workforce retires by 2030

02

Operators spend their time on paperwork, not fixes

Resolving losses, Hoshin analysis, manual defect logging, documentation, and SOP creation all land on the same people.

0%

of operator time goes into these tasks

03

The data is there, unused

PLCs, sensors, and cameras already capture what's needed. Nobody reads the manuals, so hard fixes wait on an OEM call.

0%

of sensor data goes unused

0%

of resolution steps are solved only with OEM calls

One product

NOVA captures, connects, guides, and reports

Interviews, live data, guided fixes, and the admin dashboard are one product with one login. Each part feeds the next.

01

Interview

AI interviews your operators and maintenance crew by voice or text, in their own language, on the phone they already carry.

Experience layer
02

Connect

Reads PLCs, historians, line cameras, SOPs, and machine manuals. No new hardware.

Data layer
03

Guide

When a line stops, NOVA finds the likely root cause and walks the operator through the fix, step by step.

On the line
04

Run

One dashboard for losses, fixes, interview progress, and how the brain is growing. Generate reports and Hoshin analysis in one click, and get SOPs for each transformation, rewritten from the latest fixes.

Admin dashboard

Why NOVA is different

Data tells you what changed. Experience tells you why.

Most industrial AI connects to live data streams or predicts part failures. NOVA adds the layer they leave out: what the people who fix these machines actually know.

CapabilityLive-data platformsPredictive maintenanceNOVA
Reads live PLC, historian, and sensor dataYesYesYes
Interviews operators and service engineers to capture their experienceNoNoYes
Uses machine manuals, SOPs, and service historyNoNoYes
Explains why a stop happened, not only that a value changedNoPartlyYes
Guides the operator through the fix, step by step, by voice or textNoNoYes
Rewrites SOPs from the latest fixesNoNoYes
Keeps the knowledge when an expert leavesNoNoYes
Works without new sensors or hardwarePartlyNoYes

See it in action

Same fault. Two very different shifts.

A drive shaft fails on Motor 5 of the labeling line. Here’s what happens next — with and without NOVA.

Without NOVA

Elapsed downtime

0:00:00
030 min1 h1.5 h2 h
  1. —Line stops. The labeling line is down.
  2. —Operator walks the line, checking each PLC for the fault.+15 min
  3. —Traces it to one transformation on the labeling line.+10 min
  4. —Reads the HMI screen for the alarming component.+5 min
  5. —Inspects by hand — Motor 5 drive shaft is damaged.+10 min
  6. —Calls around for the part number, stock, and procedure. Walks to inventory.+45 min
  7. —Waits for a senior operator to explain the replacement.+25 min
  8. —Shaft replaced. Line restarts.+10 min

With NOVA

Elapsed downtime

0:00:00
030 min1 h1.5 h2 h
9:41●●● ◗
FL

NOVA

Line assistant · Labeling line

Message or hold to talk

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Founders

Built by people who’ve stood on the line

Shubhanshi Asati

Shubhanshi Asati

Co-founder & CEO, Foreman Labs

IIT Bombay, Batch 2022

Bangalore, India

4+ years deploying deeptech use cases across the biggest manufacturing sites with P&G in India, Central Europe, and the US.

Samarth Doshi

Samarth Doshi

Co-founder & CTO, Foreman Labs

IIT Bombay, Batch 2022

Bangalore, India

3+ years building and deploying production AI agents for investment use cases across India and Singapore.

Book a demo

See NOVA on one of your lines

Tell us about your plant. We'll show you how NOVA captures your operators' experience and fixes your biggest loss first.