The problem isn't visibility. It's knowing what matters.
No dashboards. No digging. No guessing.
Just clear, prioritized direction from the moment your day begins.
Every morning, your team logs in and tries to piece together what happened last night and what today's game plan is.
What if someone had already read all of it, overnight, and was ready to tell you where to start? Meet Stella.
This is how most days start.
You already have the data. You already have the systems. What you don't have is someone who reads it all together and tells you what matters first.
Open multiple systems
MES, quality, downtime, test, materials. Five exports in three formats.
Interpret everything manually
Each engineer builds their own picture, then the meeting argues about which one is right.
Lose time before acting
By the time the first real decision is made, the morning is gone.
The problem starts before the first action of the day
The problem isn't visibility.
Before you open a dashboard, someone should already have read what happened across your floor, ranked it, and be ready to tell you where to start. That's her.
The senior engineer who read everything last night.
Stella is an AI senior manufacturing engineer for SMT and EMS plants. She reads your plant's entire operational record overnight and tells your team where to start in the morning, ranked, with the evidence behind it. You don't ask her where to start. She tells you.
Start with clarity.
Clear priority. Clear reasoning. Clear next step. No searching. No guessing.
Downtime is 223 minutes, well above its baseline. This is your top priority.
Largest driver of lost time today. I can't name the cause from what I can see yet, so I won't guess. I'm watching it and I'll tell you when it moves.
- Dashboards
- Reports
- Alerts
- Manual analysis
- Guessing priorities
- Stella
- One starting point
- Ranked priorities
- A first move for each finding
- Calm direction
Morning Brief
Your priorities, ranked, before first shift. Not hours of dashboard surfing.
Reads your record
Every stop, alarm, changeover, and test result you export, read together, every night.
What to do first
A first move for each finding, sized to what the record can support.
Why she can't make things up.
The ranking is math. A deterministic engine reads your record and decides what matters and in what order, using only what's there. The language model never touches the raw data; it only puts into plain words what the engine already found. Every sentence traces to your record. When she doesn't know, she says so.
Deterministic ranking
Same data, same answer, every time. No guessing in the loop.
Evidence on every claim
Every number and every cause she states points to rows in your own record.
Honest about coverage
She tells you what she watched and what she didn't. Never total coverage by implication.
Learns when you teach her
Your engineers' corrections carry their names and make her sharper on your floor.
She is not another tool.
It's a new way to start the day on your floor. You don't search for answers. You start with direction.