Upload your manuals, SOPs, and repair logs. Dovient makes them searchable in plain language so your newest hire troubleshoots like your best veteran. The only tool you need for all your maintenance ops.
Trusted by industry leaders worldwide








Every plant manager knows these numbers. Most accept them as inevitable. They're not.
Average annual cost per plant from unplanned downtime caused by knowledge gaps
To get a new technician productive without structured knowledge transfer
Of critical maintenance knowledge exists only in veterans' heads
Generic AI hallucinates. On a production line, a wrong answer doesn't just waste time, it risks safety. MissingDots verifies every answer against your own documentation before it reaches your team.
“Why is Line 3 vibrating above threshold after the bearing replacement?”
Step-by-step fix with cited sources, spare part numbers, and safety precautions. Every claim traceable to your documentation.
These aren't hypotheticals. They happen every week in every plant.
Upload your SOPs Monday. Get AI-verified answers by Wednesday. No 6-month implementation. No army of consultants.
Your technicians ask in plain language. Dovient searches your entire knowledge base, verifies the answer through MissingDots, and returns step-by-step instructions with spare part numbers and safety warnings.
See a Live DemoEvery fix, every workaround, every “I just know by the sound” is connected in an intelligent knowledge graph that gets smarter with every interaction.
Standard operating procedures, equipment manuals, safety guidelines
Historical repair data, parts used, time-to-fix records
Shift logs, troubleshooting tips, tribal knowledge
Real-time equipment readings, vibration patterns, temperature trends
No 6-month implementation. No army of consultants.
Drop in your SOPs, manuals, and work orders. Dovient ingests and structures everything into a searchable knowledge graph.
Your team starts asking questions. MissingDots verifies every answer against your source documents in real time.
Roll out across lines and plants. Automate routine checks, generate compliance reports, and capture new knowledge as it happens.

The manufacturer faced frequent equipment breakdowns and struggled with manual maintenance tracking, leading to production delays and rising costs. With Dovient's AI-powered platform, they automated maintenance operations and improved overall efficiency.
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Honest answers to the questions we hear from every plant manager.
Start with one machine, one line, one problem.