Agents by industry
INDUSTRY · ENGINEERING & COMPONENT MANUFACTURING

AI agents for the shop floor and the office, finally agreeing.

Production plans, job-work, stores, quality records and costing live in different systems and different registers. Hubzoid deploys the hub in your cloud. You own it after handover.

THE AGENT CATALOG

The agents a manufacturer actually needs.

A starting catalog, not a fixed menu. Each one reads before it writes. Anything consequential goes to a person for approval.

Background
/job-costing

Actual cost against quoted

Tracks material, labour and rework per job against the price you quoted, while it runs.

Reads
ERP · Production log · Tally
Sends
Dashboard · Email
Background
/stores-reconcile

Stores and system stock

Matches issues, returns and scrap against system stock. Flags drift before the count does.

Reads
ERP · Issue slips · WMS
Sends
Email alert
Background
/subcontract-watch

Material out against parts in

Matches material sent to each subcontractor against parts received and scrap claimed.

Reads
Job-work register · ERP
Sends
WhatsApp alert
Tool
/rejection-trace

Trace a rejection to its batch

Traces any rejected part back to machine, shift, operator and material lot, on demand.

Reads
Production log · QC records · ERP
Sends
Report
Background
/schedule-watch

Plan against actual output

Compares planned output to what each line actually produced, and flags the slip early.

Reads
Production plan · Machine logs
Sends
Dashboard · Telegram
Tool
/rfq-estimate

Draft the quotation

Builds a costed first-draft quote from the drawing, the BOM and what similar jobs actually cost.

Reads
Past jobs · BOM · Rate master
Sends
Spreadsheet · Email draft
Q&A
/ask-floor

Ask the floor, in plain language

“Which jobs are past due and what is holding them?” Answered live, in Hindi or English.

Reads
ERP · Production log
Sends
WhatsApp · Telegram
Background
/mis-digest

The leadership digest, every morning

Output, rejections, pending dispatches and jobs running over cost, in one message.

Reads
ERP · Production log · Tally
Sends
WhatsApp · Email
/your-workflow

The one only your operation needs.

This is a starting set. We map your real workflows and scope the exact catalog in discovery.

Map your operation
WHAT THE AGENTS SOLVE

The cost is decided on the floor, and discovered in accounts.

  1. 01

    Job costing that arrives too late

    Actual material, labour and rework land in the ledger a month after the job shipped at a quoted price.

  2. 02

    Stores that never match the system

    Issue slips, returns and scrap are logged by hand. Physical and system stock drift apart quietly.

  3. 03

    Subcontract work in the dark

    Material sent out and parts received back sit in separate registers, and the loss is nobody's number.

  4. 04

    Rejections traced by memory

    A quality issue means asking who ran that batch, on which machine, with whose material.

OPERATING IMPACT

One job caught before it runs over pays for the hub.

Illustrative operating effects from the workflows above. We establish the baseline on your current operation during discovery.

Costing and reporting hours removed

Job costing, stores reconciliation and MIS assembly moved off the month-end scramble

Leakage caught

Subcontract losses, unlogged scrap and jobs running past quoted cost surfaced while still correctable

Quality response shortened

A rejection traced to machine, shift and lot in seconds instead of a morning of asking around

Runs in your own cloudRead-only by defaultYour data trains no model.

DEPLOY · YOUR COMPANY, RUNNING ON AGENTS IT OWNS

Your work, run by agents you own.