Seat precision pin
Assemble a mounting bracket and pin for a demo fixture.
Check that the pin shoulder meets the bracket face with no visible gap. Record the result before releasing the assembly.
Is the pin fully seated?
AI work instructions, operator training, and production visibility for manufacturing.
Seneca keeps Engineering, Safety, Quality, Management, and Operators working from the same understanding of each job.
Start with the source of truth.
Record the work on a phone or smart glasses. Bring in existing files, video, CAD, and drawings.
Seneca AI turns video, files, and CAD into a draft SOP.Working Standards stays in sync with both operators and engineering.
Assemble a mounting bracket and pin for a demo fixture.
Check that the pin shoulder meets the bracket face with no visible gap. Record the result before releasing the assembly.
Is the pin fully seated?
Place identified steel stock in its assigned fabrication staging bay.
Record the staging bay and material ID. Flag damaged or unidentified stock before it moves to fabrication.
Is the stock identified and in the assigned bay?

Integrates into your DMS & QMS
The fastest and best way to get operators trained.
Seneca creates four stages of training for every procedure.
A Conversation between Operator and an AI doing teaching and evaluation through voice.
Seneca AI: Check that the pin shoulder meets the bracket face. How can you tell the pin is fully seated? Operator: There’s no visible gap. Seneca AI: Exactly. Let’s move to the next step.
A step-by-step game that guides operators through the process.


Follow the SOP, answer quiz questions, and add personal notes as you train.
Only in my personal SOP.
Hands-free guidance keeps the next step in view as the operator works.
AI cameras and operator inputs automatically track WIP and complete quality checks across stations.
01 Receiving & Kitting
02 Frame Fabrication
03 Mechanical Assembly
4A Refrigerant Piping
4B Controls & Wiring
05 Pressure Test
06 Charging & Commissioning
07 Final QA & Packout
WO-1049
Seneca AI uses camera footage and work order data to understand your line and recommend continuous improvements.
Seneca Engineering AI analyzes your current work using SOP, cameras, and WIP tracking to recommend physical improvements.

Step timings and waste, connected to the SOP.
| SOP step | Motion | Classification | Time |
|---|---|---|---|
| Walk / reach | Potentially unnecessary | 14 s | |
| Position / align | Necessary, but could be improved | 18 s | |
| Use tool | Necessary | 32 s | |
| Wait | Could be improved | 12 s | |
| Inspect | Necessary | 20 s |
The operator leaves the station to collect fasteners, then returns to the panel.
Loading floor
Busiest station: 118 min
Add a locating fixture with fixed stops and a quick-release clamp to hold the bracket square during fastening, freeing the operator from holding it by hand.
Tell Seneca AI what to watch via our AI cameras or your existing camera infrastructure. It keeps your systems current as work moves.
Manufacturing guides
AI can help structure the job and its training sequence. A useful VR exercise also needs the right 3D context, meaningful interactions, and a way to verify performance.
Read guide →A recording can preserve how an experienced operator works. Turning it into a useful SOP means connecting each step to the reason for doing it and the result to check.
Read guide →Start with one production route. Define what a job is, where it can move, and what event changes its state before building the dashboard.
Read guide →Seneca helps America
build hard things.