Part of our Operations agents

AI workforce for Manufacturing Operations

AI agents for operations teams in manufacturing

Actionist is an AI automation tool whose agents operate the apps your manufacturing operations team already uses. Prepare work-order exceptions, shortage lists, and shift handovers for planner review.

A work order looks complete on the board while a missing component and an open quality hold say otherwise.

Your AI workforce
15 hrssaved on avg per person / month
$675avg saved per person / month
24avg scheduled jobs a week
Operates your stackActionist App Store
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Unleashed Software logo
monday.com logo
Microsoft SharePoint logo
Confluence Cloud logo
Jotform logo
Docusign logo
How it works

AI Employees for Manufacturing Operations in 4 simple steps

  1. Manual Time

    We'll go over where you currently waste your time doing manual tasks.

  2. Actionist Automations

    We'll show you exactly how Actionist can automate these manual tasks.

  3. Your Benefits

    How much time and money you'll save by onboarding AI agents.

  4. Easy to use

    We'll show you how easy it is to enable AI across your business.

01

Where you spend your time

Why Manufacturing Operations teams switch

We know how your week actually goes

What matters to you
  • A released plan with visible exceptions
    Compare open work orders with the approved production schedule before the planner revises the sequence.
  • Material gaps tied to actual jobs
    Connect recorded stock shortages to the released orders that depend on the missing components.
  • Shift handovers with unresolved work
    Carry forward reported stoppages and incomplete operations with their owners and source records.
  • Quality holds kept separate from output
    List held lots and missing disposition records; qualified quality staff decide whether product can move.
  • Maintenance constraints in the plan
    Bring authorised maintenance windows and reported equipment restrictions into the planner review.
  • Dispatch backed by completion evidence
    Prepare a shipment-readiness checklist without releasing incomplete or held production.

And hundreds of other tasks you do manually..

An agent can take a lot off your team's plate. Take a look below to see the time and cost you could save by adding AI agents to your Manufacturing Operations team's day.

The problem

Where the hours go

  • The production board says an order is on track, but the ERP has a different revision and yesterday's operation is still open. The planner starts the meeting reconciling records instead of reviewing the actual constraints.

    Prepare a released-order discrepancy list with revisions, quantities, and last posted operations. The planner decides which record and sequence need correction.

  • A received component looks like available stock until someone notices it is reserved for another job or waiting for inspection. The shortage becomes visible only when stores tries to build the kit.

    Keep reserved, held, and available stock distinct in a job-linked material readiness table. Stores and quality staff decide what can be issued.

  • The outgoing shift records a stoppage in one place and an unfinished operation in another. The next supervisor has to reconstruct what is still unresolved before assigning work.

    Draft a handover from written supervisor records, carrying forward named owners and evidence links. The incoming supervisor checks it before directing the floor.

  • Dispatch sees a finished status and has to hunt for production completion, quality release, and the right packing-list reference. Missing evidence surfaces while the collection window is approaching.

    Assemble a dispatch-readiness exception queue. Qualified staff resolve holds and approve the shipment; the agent never treats a green board card as release permission.

02

Actionist Will Automate

Anatomy of an automation

What one automation looks like

Trigger·A quality owner records an authorised hold against a production lot
Trigger
Step 1
Actionist
The quality register records the held lot and its source reference
Confirmation
Step 5
Human
The planner and quality owner review the evidence and approve the internal escalation
Saved per run
35 min
Runs / week
~1×
Illustrative admin time saved; qualified staff still make quality and production decisions.
A week in the life

A week with your Manufacturing Operations agents

24Scheduled jobs
6Agents at work
24/7Always on
Agents
Wed–Fri
Wed
Thu
Fri
7a
8a
9a
10a
11a
12p
1p
2p
3p
4p
5p
6p
Apps

Some of the apps for your Manufacturing Operations team

Some apps for manufacturing operations. Find hundreds more in the Actionist App Store.

Triggers

Your Agent wakes up Automatically whenever something happens

Your agents watch the apps you already use and act the moment something happens, usually within about a minute, handle it based on your instructions, 24/7.

WhenA released work order changes revisionfires within about a minute
The agent automatically

A monitored ERP update can start a check within about a minute. Compare the recorded revision with the approved schedule entry and notify the planner of a mismatch. Do not change routing or release a revised order.

Receives this trigger from
03

Your benefits

Manual vs agent

Where the time goes back

Without Actionist

What you do manually today

With Actionist

What your agent runs for you

  • Operations
    90 min / week
    Reconcile the board with released orders

    A planner compares work-order IDs and revisions across an ERP export and a separate cell board.

    Operations Agent
    0 min
    A source-linked released-order check

    The agent builds a mismatch table with both records and their dates, ready for the planner to inspect.

  • Operations
    100 min / week
    Check kits one job at a time

    Stores opens stock records and tries to remember which quantities are reserved or held.

    Operations Agent
    0 min
    A component exception list by job

    The agent keeps each stock status visible and ties missing quantities to the released work orders that need them.

  • Operations
    75 min / week
    Rebuild the shift story from messages

    A supervisor reads several written logs to find what the previous shift left unresolved.

    Operations Agent
    0 min
    A draft handover with owners

    The agent assembles the reported exceptions and their last recorded owners into a document for supervisor review.

  • Operations
    45 min / week
    Find a maintenance scheduling collision

    Production discovers an approved maintenance window after a job has already been placed in that slot.

    Operations Agent
    0 min
    A work-centre overlap review

    The agent compares recorded windows and released operations, posting the overlap to the planner and maintenance lead.

  • Operations
    80 min / week
    Hunt for dispatch release evidence

    Dispatch opens several folders to establish whether a finished order has the approvals and records it needs.

    Operations Agent
    0 min
    A checklist of unresolved dispatch evidence

    The agent collects the source references and missing items in Sheets, leaving shipment release to authorised staff.

+ 100s of other automations
Average monthly
14 hrs / person / month
ROI

What that's worth

Calculator

Calculate what your team saves

Team size
5 people
Hourly rate
$45 / hr
Hours saved / week
18
Hours saved / year
875
Annual ROI
$39,375

Based on typical team usage: the visible tasks plus a few other automations the agent runs: ~3.5 hrs / person / week of admin work automated.

04

How easy it is to use

Automatic onboarding

We'll do all the heavy lifting for you.

From entering your website address to having a working AI team, no effort from you.

  1. Step 1

    Enter your website

    • We'll research your business
    • Automatically configure everything for you
    Try the demo
  2. Step 2

    Actionist Auto

    Optional
    • Watches you work
    • Creates your agents, workflows and schedules
    Get the extension
  3. Step 3

    Marketplace

    • Hundreds of apps, plus agents and workflows
    • Pre-configured by other users
    Browse the App Store
  4. Step 4

    Invite your team

    • We'll automatically onboard them too
    • Focus on the things that matter
    Open Actionist

Enter your website URL for a personalised demo

See exactly what Actionist would automate for your business.

Trust & control

You stay in control

Plant records can support a planning decision without becoming a machine instruction. These example agents organise work-order evidence, prepare exceptions, and leave production release, quality disposition, and equipment safety with authorised staff.

No machine-control authority

The examples read business records and prepare administrative outputs. They do not operate machinery, certify safe conditions, or tell an operator how to bypass a restriction.

Quality holds remain with qualified staff

A missing or ambiguous disposition becomes an exception. Only authorised quality personnel decide conformity, rework, containment, and release.

Planners approve production changes

Suggested board corrections and scheduling alternatives remain review items. Destructive actions require approval; the planner owns the committed production sequence.

Commercial records have scoped access

Use only the orders, folders, and accounts required for the task. Review provider data handling and your plant's confidentiality requirements before connecting sensitive documents.

Manufacturing

More Manufacturing teams

More to automate

More use cases for Manufacturing Operations teams

FAQ

Frequently asked questions

Does our manufacturing operations team need technical skills?
You can describe a work-order check in ordinary language. Provide the approved record fields and an example exception that a planner would accept. Someone with the right plant knowledge should inspect the output before the check is scheduled.
How do we get started with production exceptions?
Choose one read-only comparison, such as released work-order revisions versus the production board. Bring redacted examples to a free demo, connect the needed records, and have the planner review the first discrepancy list.
Can we make custom AI agents for our plant's own process?
Yes. The six roles here are example custom agents, not a fixed marketplace bundle. Define your order fields, evidence sources, and named escalation owners. You can create a custom agent for the administrative checks your manufacturing operations team repeats.
How quickly can we set up an ERP check?
The time depends on permissions, your ERP deployment, and the consistency of work-order references. Start with a narrow draft output and check representative orders, including held and incomplete jobs, before extending the task to more work centres.
How do we protect our production and cost records?
Limit connected accounts and folders to what the task requires, and review your confidentiality obligations and provider data policies. Self-hosting a runtime does not prevent task data from going to the model and app providers you choose to use.
Can the agent release a held lot or control equipment?
These examples do neither. Qualified quality staff decide product disposition and release, and authorised plant staff make equipment and safety decisions. The agent prepares administrative evidence and review queues from recorded information.
What if our planning portal has no API?
Computer Use lets the desktop agent work through supported screens in the way a person reads and enters records. Test a bounded planning task with the correct permissions first. This does not imply access to machine controllers or permission to operate production equipment.
How do we keep incomplete records out of the production brief?
Coach it like a junior production coordinator: supply the approved definitions, require source IDs, and tell it to mark missing evidence explicitly. AI agents for manufacturing operations can prepare a brief, but the supervisor checks the facts and makes the operating decisions.
Will it email suppliers or dispatch documents without review?
Supplier clarification drafts and external dispatch messages wait for the responsible staff member to approve before sending, unless you deliberately widen Approval Modes. A draft never authorises shipment, purchase, a safety decision, or a quality release.
Get started

Start with one work-order exception your planner can verify

Show a redacted work-order register in a free demo and choose one material-readiness check for your planner to verify.