Manufacturing
AI for the shop floor and the front office.
Quoting, scheduling, quality, traceability. Without ripping out the systems you already run.
The problem we solve
You’re running an ERP that works most of the time, a CAD system the engineers love, a scheduling spreadsheet your ops manager guards with their life, and four QuickBooks files. Someone keeps proposing a “single platform to rule them all.” It always costs $400k and takes 18 months. We don’t do that. We connect what you have and add AI where it pays off.
Workflows we ship most often in manufacturing
- Inbound RFQ to draft quote in under 2 minutes. Pulls from your historical job data.
- Bill-of-materials variance flagging. Catches costing errors before the quote goes out.
- Scheduling assistant. Matches jobs to machines and crews by capability and load.
- Quality issue triage. Clusters defects, surfaces root cause, drafts the CAR.
- Traceability and recall response. Turns 4 hours of paperwork into 15 minutes.
- Vendor email triage. Categorizes, summarizes, drafts responses to your inbox.
Target benchmarks
What comparable shops typically gain after install. We’ll measure your numbers in the audit.
- Quote turnaround
- 3 days → 4 hours
- RFQ-to-quote conversion rate
- +12% (faster = win more)
- Scheduling rework
- −40% in first 90 days
Free manufacturing AI audit
30 minutes. We’ll tell you which workflow on your shop floor pays back fastest if you install AI.