How Lehrling supports automation on the shopfloor. Every engagement is scoped to your shop during the pilot.
Parse incoming drawings and specs, extract manufacturing-relevant parameters, and draft cost and lead-time estimates for your estimating team to refine.
Use caseA precision machining shop cutting RFQ turnaround from days to hours — CAD and RFQ documents in, feature extraction and a first-pass estimate out.
Automate repetitive toolpath work and validate programs before they reach the spindle — collisions, out-of-tolerance regions, and machining practice.
Use caseA mold & die shop using AI-based face marking by post-machining tolerance — faster quoting and programming on repetitive finishing work.
Vision systems for shopfloor conditions: part counting, tool wear, presence checks, and video analysis of non-cutting time for value-stream insight.
Use caseA job shop analyzing tool and part movement, machine tending, and fixturing from floor video — with face anonymization for worker privacy.
Domain agents trained on your SOPs, manuals, and machine docs — instant answers for operators and programmers grounded in your process, not generic advice.
Use caseNew operators getting machine-specific troubleshooting from an internal chatbot instead of waiting on a senior technician for routine issues.
These areas reflect where we've focused so far — not the limit of what we can take on. Scope a pilot and we'll evaluate feasibility with you.
nitin@lehrlingai.com