AI Agents

An agent that clears the inbox your team retypes.

AI agents that read orders and RFQs, enter them, and chase what is late, inside the systems you already use.

The Leak Assessment: 30 minutes, and a written plan within 48 hours, whether or not you hire us.

Our guarantee
  • Monthly plans: Your first fix goes live on the date in your written plan, or the extra hours are on us.
  • Projects: Your price is fixed in writing. If delivery runs late because of us, you don't pay a cent more.

Included

  • Fixed price in writing
  • Written plan in 48 h
  • No setup fee
  • You own everything

Industry data · AI agents

How fast are AI agents arriving in business software?

Gartner predicts 40% of enterprise applications will include task-specific AI agents by the end of 2026, up from less than 5% in 2025.

  • 40% by end of 2026
  • Under 5% in 2025
  • Forecast

Source: Gartner · press release, August 2025

Buyer asks

Which supplier deliveries are about to run late?

Open purchase orders · next 7 days2 at risk
PO-7712
Steel coil · due Thu · no dispatch note
PO-7720
Bearings · due Fri · reminder sent
PO-7731
Paint · due Mon · confirmed
  • Checked daily
  • 3 reminders sent
  • Buyer told by 09:00

Example screen · sample data · Cluxn Supplier agent

Cluxn builds AI agents for manufacturers with 50–500 employees: software that reads emailed POs, RFQs and supplier replies, drafts orders, routes RFQs and flags deliveries at risk inside your own systems. A person approves each action until you decide otherwise, and every step is logged. A first agent typically takes 6–8 weeks, at a fixed price in writing after a 30-minute Leak Assessment.

Problems AI Agents fixes

What it's costing you.

01Retyped POs

Purchase orders arrive as PDFs, and someone retypes each one into the system.

Retyping each PO costs minutes per order, and a wrong line ships the wrong goods.

Order desk asks

Has this morning’s emailed PO been entered?

PO 55120 · read from email PDFReady to approve
Customer
Account C-0217 · matched
Lines
4 items · prices match contract
Delivery
Requested 14 Nov · feasible
Action
Draft order SO-3381 created
  • Read in 40 s
  • 4 of 4 lines matched
  • Awaiting approval

Example screen · sample data · Cluxn Order agent

02Unread supplier mail

Supplier replies and dispatch notes sit unread, so a late delivery is found too late.

A late delivery found on the day it is needed stops the line or the order.

Buyer asks

Which supplier deliveries are about to run late?

Open purchase orders · next 7 days2 at risk
PO-7712
Steel coil · due Thu · no dispatch note
PO-7720
Bearings · due Fri · reminder sent
PO-7731
Paint · due Mon · confirmed
  • Checked daily
  • 3 reminders sent
  • Buyer told by 09:00

Example screen · sample data · Cluxn Supplier agent

03Waiting RFQs

RFQ emails wait in an inbox until an estimator has time to read them.

An RFQ read days late loses to the supplier who replied first.

Owner asks

Which RFQs are still waiting for a price?

Open RFQs · oldest first3 waiting
RFQ #2231
Flanges, 500 pcs · 2 d 4 h
RFQ #2236
Gaskets, 10,000 pcs · 1 d 1 h
RFQ #2240
Shafts, 120 pcs · 3 h
  • 3 open
  • Oldest 2 d 4 h
  • Owner on every RFQ

Example screen · sample data · Cluxn Quote desk

Why it matters now for AI Agents

Why it matters now.

5%

of annual revenue is lost, on average, to slow manual quoting.

In a survey of 200 manufacturers, quotes that take more than a day cost deals to faster suppliers.

Source: Aleran · Built to Sell 2025

70%

of a sales rep’s week goes to tasks other than selling.

Admin, quote prep and chasing updates. Software that does that work gives the time back to buyers.

Source: Salesforce · State of Sales, 5,500 sales professionals

What's included in AI Agents

What you get.

PO & Order Entry

Reads emailed POs and drafts the order for a person to approve.

RFQ Triage

Reads each RFQ and drawing, pulls the key details and routes it to the right estimator.

Supplier Reply Reading

Reads supplier emails and dispatch notes, and flags the ones that put a delivery at risk.

Person-in-the-Loop Approval

Nothing is sent or posted until someone approves it, until you decide otherwise.

Full Action Log

Every step the agent takes is recorded, with what it read and what it did.

How we design AI Agents

Designed with the people who will use it.

Design starts in week one, before any code. Software people avoid is the most expensive kind.

Watch the work first

We sit with the operators, sales staff or dealers who will use it, and time how the job is done today.

Design around the job

Each screen follows one person’s real task, in the order they do it, with fewer fields and fewer clicks.

Test a prototype before code

A clickable prototype goes in front of real users. What confuses them is fixed before any code is written.

One consistent look

Every screen uses the same components, so new features ship fast and nobody relearns the system.

AI Agents timeline

The Leak-First Method for ai agents

A typical timeline to a working result. Yours is set in the written plan for your problem, so it can run shorter or longer.

01

Research & Design

Follow one task
Such as order entry
From inbox to system
Time each step
Design the approval screen with the people who will use it

Week 1

02

Rules & Limits

Write down what the agent may do alone
What needs approval
What it must never do

Week 2

03

Build & Test

Built on your real emails and documents
Tested against past cases

Weeks 3–6

04

Supervised Go-Live

Live with a person approving each action
Then more freedom where it has earned it

Weeks 7–8

AI Agents: Cluxn vs the alternatives

Not the usual choice.

Off-the-Shelf AI Tools

General chat tools your team copies data into, disconnected from your systems.

AI Consultancy

Strategy decks and pilots that rarely reach the systems your team uses.

Cluxn

Recommended

One task at a time, built into your own systems and measured against an agreed number.

Built for your operation
Support after go-live
Fixed, predictable timeline
No lock-in — you keep ownership

Who AI Agents is for

Good fit?

Industries We Serve

Company Size

Manufacturers receiving orders, RFQs or supplier updates by email

Good Fit If

  • —Emailed POs are retyped into your system every day
  • —Supplier replies and dispatch notes are read late or not at all
  • —RFQs wait in an inbox before anyone reads them

Before you decide

Four worries, answered.

“We tried software before and nobody used it.”

Built around your floor, with operators trained on their own screens before go-live.

“Projects run late and cost more.”

Fixed scope and price in writing, and weekly demos.

“The vendor disappears or holds our data.”

You own the code, logins and data, and there is a written exit clause.

“We can't manage developers.”

One named engineer and a weekly call.

AI Agents FAQs

Common questions.

Workflow automation follows fixed rules on data already in a form or a system: an approved order moves to dispatch, a late order sends an alert. An AI agent reads what a rule cannot: emailed PDFs, drawings and free-text replies. Most plants start with workflow automation and add an agent where documents still get retyped.

Also in AI for Manufacturing:AI Chatbots·AI Integration

Step 1 of The Leak-First Method

Ready to see it on your floor?

We will show you the first fix and what it costs. No pitch.

The Leak Assessment: 30 minutes, and a written plan within 48 hours, whether or not you hire us.

01

Find the leak

30-minute Leak Assessment

02

Get the plan

Tasks and a fixed price in writing within 48 hours

03

Fix it first

First working version in about 4 weeks

04

Train and hand over

Your team trained; code, docs and logins are yours

05

Next leak

Support, or the next fix on a monthly plan

Every project includes

  • 30-minute Leak Assessment
  • Written plan within 48 hours
  • Fixed scope and price in writing
  • Weekly demos
  • Your team trained before go-live
  • Code, documents and logins handed over
  • Support after go-live
  • Written exit clause, no license fees