AI Development for
Manufacturing / Industrial.
Industrial software is finally going AI-native. The pilots are slow but the contracts are large and sticky. Vedwix builds ai development for Manufacturing / Industrial companies — with the compliance posture, KPI awareness, and operational shape your category demands.
Brief us on AI workWhat we know about Manufacturing / Industrial.
- ISO 9001
- ISO 27001
- OSHA
- Local trade rules
- Downtime hours
- Yield rate
- Mean time to repair
- Legacy systems on shop floors
- Talent gap between IT and OT
- Slow procurement and pilot cycles
Three use cases we ship.
Predictive-maintenance ML
We build AI features that ship to real users — not demos. For industrial, that means designing for ISO 9001, measuring against Downtime hours, and avoiding the legacy systems on shop floors that plague the category.
Computer-vision QA
We build AI features that ship to real users — not demos. For industrial, that means designing for ISO 9001, measuring against Downtime hours, and avoiding the legacy systems on shop floors that plague the category.
Knowledge agents on technical manuals
We build AI features that ship to real users — not demos. For industrial, that means designing for ISO 9001, measuring against Downtime hours, and avoiding the legacy systems on shop floors that plague the category.
AI Development,
industrial-aware.
We don't pretend every project is the same. Manufacturing / Industrial has its own compliance, KPIs, and unwritten rules. We bring those in from day one.
Start a projectWhat you get.
- RAG system with hybrid search
- Eval harness + observability
- Agent orchestration
- Fine-tuning + serving
- Internal AI tooling
We build AI features that ship to real users — not demos. RAG systems with hybrid retrieval, agents with structured outputs, fine-tuned small models, and eval harnesses that measure quality before and after every change.
Examples of Manufacturing / Industrial companies in this space: Siemens, Tulip, Augury.