How she works

The reason she can'tmake things up.

Stella's ranking is deterministic, and every sentence she says traces to your record. This page is how that works, in plain words.

The challenge

Manufacturing data is abundant. Insight is scarce.

SMT floors drown in dashboards, alarms, and reports, and still start the day without a first move.

Raw dataFive systems, three formats, nobody reading them together
Where to startRanked, with evidence, before first shift
From the record you already have to a first move.
How it works

Two layers. One rule.

A deterministic engine ranks. Stella narrates. The engine never guesses, and she never invents.

Intelligence pipeline visual
What that means

Built to be trusted by people who check the arithmetic.

Deterministic ranking

Math decides what matters and in what order, from what's in your record. Same data, same answer, every time.

The narrator never sees raw data

The language model receives only what the engine found and puts it in plain words. It can't rank, score, or add a cause.

Evidence on every claim

Every number and every cause traces to rows in your own record. If she can't support it, she doesn't say it.

She names her limits

When the record can't answer, she says so and tells you what she's watching. She never turns a gap into your homework.

Honest about coverage

If it's in the data you gave her and it moved, she saw it. What she can diagnose, she diagnoses. What she can't yet, she flags instead of staying silent.

Learns when you teach her

Your engineers' corrections carry their names, go through review, and make her sharper on your floor.

Why it matters

Walk in. Open Stella. Know where to start.

That is the shift. She is not another layer of software on top of your data. She's the colleague who already read last night's record and is standing there with the first move.

1,000+
automated tests
behind every release
Core outcome
Less searching. Less guessing. Faster action.
  • Reduce time spent interpreting data
  • Focus engineers on the highest-impact issues
  • Start the shift with a first move, not a search
  • Retain what your floor learns across teams and time
  • She gets sharper the longer she's on your floor
Meet Stella
Stella

The person your team starts with.

Stellarus is the company. Stella is the colleague. She's an AI who reads your plant's record and never walked a floor, and she'll say so if you ask. What she won't do is tell you something the data can't show her.

“Good morning. Start with SMT-L2. Changeover ran long on the last three shifts, and the record shows the same feeder bank staged late each time. That's the ninth long changeover in 23 operating days. First move: stage that bank before the last board of the prior job. I'll tell you tomorrow whether it held.”

— Stella, 6:00 AM

In production
Stella AI Manufacturing Engineer
Stella is active
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SMT-L2 downtime above its baseline

AI
Reading last night's record…

Bring clarity to your mornings.

See how she turns your plant's record into clear, prioritized direction.

Stellarus

Stellarus is Operational Decision Intelligence for SMT and EMS plants. Stella reads your plant's record overnight and tells your team where to start.

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