PlantProduction & Procurement · Digital twin

Plan the plant. Buy on time. See next week before it happens.

The planning workbook your plant already trusts — rebuilt as one live system. Firm orders become a capacity-checked plan, the plan becomes a raw-material and packaging buy, and a digital twin of your own site shows bins, trucks and lines today, last month and seven days ahead. An AI layer answers in plain language, from your records only.

  • 31 sheets → one live app
  • Excel download on every screen
  • Read-only to plant systems
LiveHistoryForecast · 7 days
Silo 1 Silo 2 Silo 3 Mill building RollerChakkiCleaning · 9 MT/h Packing hall Consumer packs FG warehouse Besan & masalaBatch plants Gate ! !
Silo 394 % · full in 6 h
GateTruck waiting · 41 min
ForecastAtta 10 kg short · Thu
Illustrative plant. In your walkthrough, this is your site.

WhySound familiar?

Three things we hear in every first conversation.

From plant heads and production planners. Composite quotes from discovery calls — the problems are real; the names are left out.

Production & Procurement: The problem, before Production & Procurement
Planning day at a mill: one workbook, one person who knows it
  1. “The plan lives in one person’s workbook.”

    Thirty-one sheets of formulas only the planner understands. When they’re on leave, the plant guesses.

    Plant headThe plant depends on one laptop

  2. “We buy wheat when the bin is already low.”

    Procurement learns what the plan needs after it is published — so every buy is a rush order.

    Procurement managerRush buys at the worst price

  3. “We find the bottleneck after the order is late.”

    Nobody can see that the packing line runs out of hours on Thursday until Thursday.

    Production plannerLate orders, overtime, idle mills

HowWhat changes with the planner

The same three problems, on the screens that solve them.

Product screens with illustrative data. In your walkthrough we load your own lanes, plants, outlets or SKUs.

01The one-person workbook

Firm orders become a capacity-checked plan — every morning.

  • Each line fills by priority, then pull-ahead uses the hours that are left
  • Excel download on every screen, so nobody loses the sheet they trust

Anyone in the plant can read the plan

the planner screen: Firm orders become a capacity-checked plan — every morning.

02Rush buys

The plan turns into a buy list, with an “order by” date.

  • Cover on hand compared with planned use and the real lead time, per material
  • Wheat, bags, pouches and boxes ranked by what stops a line first

Orders raised days before the bin runs low

the planner screen: The plan turns into a buy list, with an “order by” date.

03Late bottlenecks

See next week before it happens.

  • A seven-day forecast of every line, bin and gate from open orders and benchmark rates
  • A short “do first” list — and “not recorded” where the data is missing, never a guess

Thursday’s problem fixed on Tuesday

the planner screen: See next week before it happens.

FieldProduction & Procurement in the field

The people, the phone, the place.

The workplace it runs in, the person who uses it on a phone, the team at the desk and the detail it reads.

Production & Procurement: Where Production & Procurement runs
Where Production & Procurement runs
Production & Procurement: On the phone, where the work happens
On the phone, where the work happens
Production & Procurement: The team at the Production & Procurement desk
The team at the Production & Procurement desk
Production & Procurement: The detail Production & Procurement reads
The detail Production & Procurement reads

Photographs are illustrative — real customer sites are not shown.

  • 31Workbook sheets replacedSame columns, same colour legend
  • 30ScreensPlanning, materials, capacity, twin
  • 18Twin alert rulesNow, next 7 days, and data gaps
  • 7dTwin forecastChange the levers, see the effect
  • 3mRolling projectionSKU-wise, in tonnes and ₹
  • 0Writes to plant systemsLive data is read, never changed

01Open the planner

From open orders to a buy list — in one morning screen.

Click through it. The suggested plan fills each line by priority, procurement turns it into what to order and by when, the twin scrubs from now to next week, and the forecast shows which line runs out of hours first.

autowhat · Production planning / Suggested plan Illustrative data

Illustrative mill figures — not customer data. In your walkthrough, these are your SKUs, lines and site.

02The planning chain

One demand number, ten decisions downstream.

Change an order and everything after it moves: the plan, the actual it will be judged against, the projection, the wheat, the bags, the buy list and the load on every machine.

  1. 01

    Pending orders

    Firm demand

    Open orders and bulk deals read live from the plant portal; stages and channels that count as firm are switches you set.

  2. 02

    Suggested plan

    Capacity allocator

    Each working day, due SKUs take capacity in priority order, then pull-ahead fills what is left — line by line, against the calendar.

  3. 03

    Daily plan

    Overrides · frozen days

    Planners override any cell and freeze days already committed. Targets sit beside the plan.

  4. 04

    Daily actual

    Production lots

    Gross lot quantity by manufacturing date, from the plant’s own records — no retyping.

  5. 05

    Plan vs actual

    Daily variance

    Every SKU, every day: what was planned, what was made, and the gap that needs a reason.

  6. 06

    3-month projection

    Rolling forecast

    Workbook-parity growth, or the run-rate method that no longer under-states an incomplete month.

  7. 07

    Raw material plan

    Wheat & inputs

    Projected production becomes raw-material need, net of stock and in-transit.

  8. 08

    Packaging plan

    Bill of materials

    Bags, pouches and cartons per SKU, from the packaging BOM.

  9. 09

    Procurement

    Buy plan

    What to order, how much, and by when — from need, stock, in-transit and lead time.

  10. 10

    Capacity

    Machines · manpower · bottlenecks

    Machine load and manpower against the plan; red above 100 %, amber above 85 %.

03A digital twin of your own site

Your plant as it is — now, last month, next week.

Drawn from your own site plan, with every bin, warehouse, line and gate the plant records. It never invents a number: where nothing is recorded, it says not recorded.

Live

Bins, stacks, lines and trucks as the plant records them, refreshed every minute.

History

Scrub back through the month to see when a bin filled or a truck waited.

Forecast · 7 days

Open orders, the plan and benchmark rates run forward — with a “do first” list.

Change assumptions

Shift hours, rates and start values as levers; every forecast prints its assumptions.

Fully editable

Buildings, roads, names and thresholds edited in the app, saved as versions.

Excel

Everything on the twin, downloadable as tables.

18 alert rules, grouped as now · next 7 days · data

  • Truck waiting
  • Bulk truck waiting for its gate pass
  • Finished goods short
  • Bin full
  • Above the planner’s capacity
  • Holding bin unchanged
  • Resting done
  • Intake stock untouched
  • QC record missing
  • Maintenance overdue
  • Packing machine idle
  • Resting done soon
  • Orders late
  • Wheat type runs out
  • Katai point empties
  • Unit idle
  • Packing machine booked
  • Data gap

04The hyper-customised AI layer

Built around your plant — not the other way round.

The AI layer is not a chatbot bolted on. It speaks your plant’s words, reads only the sources you approve, and every answer carries its unit, basis and period.

What makes it yours

  • Your workbook, kept: the same screens, column order and colour legend — yellow input, green live, blue totals, red action
  • Your benchmarks: the owner’s standard rate per SKU and step drives the value stream map and the forecast
  • Your words: plant names for every unit, bin and role; plain language on every screen
  • Your rules: which order stages and channels count as firm demand are switches, not code
  • Your site: the twin is traced from your own plan and edited by you

Ask the data, safely

  • Reads an approved list of sources only; plant systems stay read-only
  • Users and passwords are never in that list
  • The model classifies the question; the figures come from the database
  • Pluggable model per deployment; DeepSeek by default
  • Every answer shows where it came from and as of when

30 screens, by area

Overview

  • Dashboard
  • Process flow
  • Value stream map
  • Digital twin

Daily planning

  • Pending orders
  • Suggested plan
  • Daily plan

Production

  • Daily actual
  • Plan vs actual
  • Monthly summary
  • 3-month projection

Materials

  • Raw material plan
  • Packaging plan
  • Procurement

Capacity

  • Machine load
  • Manpower plan
  • Bottlenecks

Masters

  • SKUs
  • Lines & capacity
  • Machines
  • Manpower
  • Calendar & delivery
  • Product mapping
  • Material items
  • Packaging BOM
  • Targets
  • VSM benchmarks

Data & admin

  • Live sources
  • Ask the data
  • Users & settings

05Where it fits

Built in a mill. Shaped to your plant.

The engine is lines, SKUs, a calendar, materials and benchmarks. We map your process onto it in discovery — then rebuild your planning sheets as live screens.

  • Flour, atta & grain milling

    Where it was built: mill, chakki, besan, packing and bulk, on one plan.

  • Castings & foundries

    Melt, pour, fettling and machining as lines; furnace hours and alloy as materials.

  • Food & FMCG packing

    SKU × line plans, packaging BOMs and channel-wise demand.

  • Chemicals & process plants

    Batches, tanks and campaigns on a calendar with changeovers.

06Control

Runs where you want it. Changes nothing it reads.

It can run on a computer in your office network, with no cloud deployment at all.

  • Read-only to the plant

    Orders, lots, stock and workforce are read on demand; the plant’s database is never written.

  • Three roles

    Viewer, planner, admin. Planners override and freeze; admins own masters and users.

  • Audit log

    Sign-ins, overrides, master edits and every user change, with who and when.

  • Nothing dropped silently

    Unmapped plant products surface with a one-click “map to SKU”.

FAQQuestions we get about Production & Procurement

Straight answers, before the call.

Production & Procurement is an Autowhat AI product for plant heads, production planners and procurement. Short, factual answers for buyers, procurement and the assistants people ask first.

In short. Production & Procurement is an Autowhat AI product for plant heads, production planners and procurement. It is built for plant heads, production planners and procurement. It exists to remove the problems those teams describe in almost every first conversation: a plant that depends on one planner's workbook; rush buys at the worst price; and late orders, overtime and idle mills in the same week. With Production & Procurement, teams get each line filled by priority, with pull-ahead using the hours left, cover on hand vs planned use and real lead time, per material, and a seven-day forecast of every line, bin and gate. It connects to ERP orders & BOM, Capacity model, PO generation and Scenario planning, is used by Planning · procurement · plant head, and runs on web. Like every Autowhat AI product, Production & Procurement goes live on one site, lane or process first, usually within weeks, on managed cloud, in your own VPC or on-premises, and shares one operational record with the other products, so the second deployment reuses the data and integrations of the first.

Who is Production & Procurement for?

Plant heads, production planners and procurement. Forecasts, capacity plans and purchase orders from one digital twin of the plant.

What problems does Production & Procurement remove?

a plant that depends on one planner's workbook; rush buys at the worst price; late orders, overtime and idle mills in the same week.

What do we get with Production & Procurement?

each line filled by priority, with pull-ahead using the hours left; cover on hand vs planned use and real lead time, per material; a seven-day forecast of every line, bin and gate.

What does Production & Procurement connect to, and who uses it?

It connects to ERP orders & BOM, Capacity model, PO generation, Scenario planning. Users: Planning · procurement · plant head. Channel: Web.

How do we start with Production & Procurement?

With a 30-minute working session on your own data — an engineer from the relevant sector, not a sales queue. The first wave is scoped in that call; most products go live on one site, lane or process within weeks and then scale.

Where does Production & Procurement run, and who owns the data?

On managed cloud, in your own VPC (AWS, Azure or GCP) or on-premises, with your keys. SOC 2 Type II and ISO 27001 controls, India data residency when required, and local or open-weight models when policy demands it. The data stays yours.

07Bring your workbook

Send us your planning sheets. We’ll show them live.

A working session with an engineer: your SKUs, lines and site plan on the planner and the twin.