humble.

The autopilot for factory operations · runs on top of your ERP and MES

Everything in your plant waits on someone.

The answer waits for the one person who knows. The 2am problem waits for the morning meeting, and the decision waits for the meeting after that. The schedule waits for a day in Excel. The real numbers wait for month end.

Humble ends the waiting, one use case at a time: one proven by day 30, three more by day 60, scheduling and more by day 90, until the operation runs on autopilot, within limits you set. Your part is measured in hours, not headcount.

Book a 30-minute call See if your plant qualifies
3 days 20 min
to root cause on a real can line
50% 90%
utilization on a tier-1 auto supplier's paint line. $2M a month in recovered capacity.
6 hrs 15 min
to build the schedule, every day
In production at precision-machining, automotive, and food-equipment manufacturers today. Work with us directly, or through our partners.  ·  SOC 2 Type II

The problem

Nobody can hold the whole plant in their head.

Every schedule change, quality escape, and shortage lands on the same few people. They carry the information, the coordination, and the judgment, so everything queues behind them. When the one who knows retires, what she knew goes with her.

Lean named waiting a waste sixty years ago and fixed it on the floor. It never fixed the waiting above the floor: the answer, the approval, the decision. More dashboards don't fix that. Neither does software that needs an owner.

What Humble is

It does the coordination work. Your people make the calls.

Humble brings together your ERP data, your machine data, your SOPs, your schedules, and the knowledge in your people's heads. Then it doesn't hand you a dashboard. It runs the coordination and routes the judgment to the right person.

01 · WE CONNECT

Every system you already run

Agents draft the integrations, our engineers review every line, and it lives in code you can read. The ERP nobody wants to touch, the sensor data stuck in CSVs, the label printer with the weird API.

02 · WE CAPTURE

With your veterans, on the record

SOPs, interviews, videos, voice. What they know becomes something they hand down on purpose, with their name on it.

03 · IT COORDINATES

What to do next, with the reasoning

Every person gets the next move with the proof attached. You manage by exception.

04 · IT COMPOUNDS

Problems stop repeating

Every problem solved leaves context the next one builds on.

What your people get

Decisions, arriving prepared.

Not a dashboard to check. Every day, the plant's decisions show up ready for the person who owns them: the context attached, the consequences priced, the proof included. Your people spend their judgment where it matters.

Your operator

Never waits on an answer

She asks anything, in text or voice, right where she's standing, and gets the steps and the answer. When something's off, she knows the next move instead of waiting on one. Most operators ramp in about 15 minutes.

You

The decisions that need you, and only those

The morning briefing, the exceptions with the reasoning attached, and a plain question answered plainly: "Can we still hit Friday?", traced to the orders, machines, and people it depends on.

Your planner

Stops building the plan. Starts deciding.

The schedule is already there each morning. She owns the exceptions, moves things when they need moving, and prices a decision before making it: pull the hot order forward, take line 2 down Thursday for maintenance, and see the full consequence in minutes, the delivery dates it touches, the changeovers it creates, the overtime it costs, before anyone on the floor feels it.

Investigations

The investigation arrives solved

A line kept denting cans. Three people chased it for three days. Humble traced it across every connected system in 20 minutes, and showed its work: the decision ready, the proof attached.

Execution

You make the call. Humble carries it out.

A decision that waits to be carried out is still waiting. When your people decide, Humble does the doing: the workflow runs, the agents move, the schedule rebuilds, the next shift knows. Decided means done.

Agents · on duty

An agent for every job you can describe

4:51am. The Supplier Watcher notices a coil shipment slipped two days. By 5:00 it has drafted the reschedule, flagged that one affected order belongs to a customer on a corrective-action plan, and left that call to your planner, by name, with the reasoning attached. It moves what you've approved. It knows which calls are hers.

You described that agent in one sentence; Humble built it. As agents multiply, Humble manages the fleet against the one goal you set, so you can always trace why every agent exists.

How that works →
Workflows

The work you approve runs itself

Notify the next shift, create the task, push the status to the customer. Every step is real, reviewable code; writes to your ERP are scoped, logged, and reversible.

Day 90

The decision lands in the plan

Your allergen changeovers, your union crew rules, your people and not just your machines, written into a real optimization engine that rebuilds in minutes when the 6am order change hits. Scheduling arrives by day 90 for a reason: the use cases before it close the data gaps a schedule stands on.

And when execution needs something that doesn't exist

The end of "that's not in the system"

Describe the page, the report, or the workflow in plain language, and Humble builds it, real and tested, in days. More than 120 actions across nine areas today, from running the work to root cause to customer orders tracked end to end, and it keeps growing because the system builds itself.

Trust

A Humble decision isn't a vibe.

Cause, not correlation

It won't blame Supplier B just because defects are higher on B's shifts.

Every decision makes a prediction

It names the number it expects to move, by how much, by when, then checks whether it came true. Humble keeps score on itself.

Autonomy is earned the way pilots trust autopilot

Agents start read-only and propose instead of send. Write-backs turn on wherever you approve them, whether that is week two or month two, and a named person signs every promotion. You can take any of it back at any moment.

When it's wrong, here's what happens

A bad proposal dies in a person's queue; that's why proposals come first. A bad write rolls back; that's why writes are scoped and reversible. And some calls are never the machine's: anything touching safety, an allergen changeover, or a customer commitment waits for a person, always.

Everything on the record

Every run, every decision, every reason, exportable for your auditor. A flight recorder for your operations.

Your context, written as code you own

Never ported to another customer. Your data is not used to train models for anyone else. If you leave, you keep it, in a form you can run.

Your people come out bigger

The veterans become authors of the plant's memory. The planner stops rebuilding spreadsheets and makes the calls only she can make. Nothing here is a headcount play.

Prime Directive

What you'd tell a new plant manager on day one.

"Keep the delivery promise at 99.5%. Don't buy it with overtime. Don't let quality slip to get there."

One sentence. Everything else is detail.

Once Humble holds your whole plant, you can hand it that sentence. It proposes the objectives that drive it and an agent watching each one; you sign off on every one. Every decision on the floor answers to all of it, not just the headline number. And when every metric is green but the number is still red, Humble shows you the real constraint upstream.

We call it the prime directive. You file the flight plan. Humble flies it. You keep the controls.

The ninety days

Live by day 30. Wider by 60. Scheduling by 90. Every gate in writing.

BY DAY 30

One use case proven

Live and advise-only. Agents on duty, first in test with your leads, then plant-wide on their go-ahead. Operators trained in the flow of work.

BY DAY 60

Three more use cases land

Margin per order, customer orders tracked from the day they land to the day they ship, quality checks, maintenance, purchasing, whatever yours are. Picked in week one, swappable.

BY DAY 90

Scheduling, proven the only way a planner trusts it

A bake-off: the engine against your planner, on your own kickoff numbers, disruptions replayed. Your planner is the judge. Nothing switches over without their signature.

Questions we'd ask too

Asked by people who've been burned.

We don't have the bandwidth for a software project.
You don't staff a project. You name a champion, give us the people who know the plant in short sessions, and we build and run the rest. What we can't do without you is the knowing, and we take it in hours, not headcount.
"Autopilot" makes me nervous. What can it do without a human?
Out of the box, nothing. It starts read-only and everything it wants to do is a proposal in a person's queue. It earns approvals use case by use case, and you can take any of it back at any time.
Our data is a mess.
Good, so is everyone's. Humble flags what's dirty as it reads and reconciles contradictions through one reviewed path. You don't clean data for months before seeing value; you fix what a live use case actually needs.
Last vendor let us down. Who's on the hook this time?
A named person, reachable, with acceptance criteria you wrote. Ask our references whether we picked up the phone.
How is this different from ChatGPT or Copilot?
Those help one person with one task. Humble runs coordination for the whole factory: one shared system, everyone's context, decisions routed to the right person.
Our team could build this in Python.
They'd get 80% of it. The last 20% lives in your scheduler's head, and extracting it is the actual product.
What does it cost?
Hard AI-spend caps you set. No per-agent pricing, no meter that surprises you in month six.
Security?
SOC 2 Type II, report available under NDA. Read-only by default, writes only through scoped access tokens, every run logged. Annual third-party pen testing. US or EU AWS regions. Your data is never used to train models for anyone else, and there's a documented data-exit path.

Day 91

A Tuesday, ninety-one days in.

The 5:40am reschedule is already in the planner's queue with the reasoning attached. The new hire on line 2 asks how to set up the decorator infeed and gets the answer your best operator recorded. The morning meeting is eleven minutes long. Nothing in this scene waits. And none of it is a demo.

One plant. One use case. A number that's yours by day 30.

No spam. We use this only to talk about your plant.