AI-Powered Maintenance Knowledge: Instant Answers for Every Technician
Upload your manuals, SOPs, and repair logs. Dovient turns them into AI-powered maintenance knowledge, searchable in plain language, so every technician gets instant answers and troubleshoots like your best veteran.
Sources: Siemens True Cost of Downtime 2024, Deloitte Analytics Institute, industry maintenance surveys
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The Hidden Cost of Knowledge Locked in People's Heads
Every plant manager knows these numbers. Most accept them as inevitable. They don't have to be.
Average cost of unplanned downtime in manufacturing - and knowledge gaps are the leading cause
Typical 'wrench time' for technicians - the rest is spent searching for information, parts, and paperwork
Of critical maintenance knowledge is undocumented and walks out the door when veterans retire
Sources: Siemens True Cost of Downtime 2024, Reliable Plant / ATS wrench-time studies, Deloitte & Manufacturing Institute
How Mature Are Your Maintenance Practices?
Take our free 3-minute assessment. Get a personalized scorecard with your maturity level, category breakdown, and actionable improvement insights.
Take the AssessmentHow It All Fits Together
One platform, three layers. Your data stays yours.
AI Copilot
Ask questions in plain language. Get verified, source-cited answers from your own docs.
AI Agents
Autonomous agents that monitor, diagnose, and optimize maintenance operations.
MissingDots Verification Engine
Every AI answer is cross-referenced against your knowledge graph. No hallucinations.
Knowledge Hub
SOPs, manuals, work orders, and technician notes in one intelligent knowledge graph.
The AI You Can Actually Trust on a Factory Floor
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.
What's Really Happening on Your Shopfloor
These aren't hypotheticals. They happen every week in every plant.
See How It Works
Upload your SOPs Monday. Get AI-verified answers by Wednesday. No 6-month implementation. No army of consultants.
Line 3 pump vibrating above threshold after bearing replacement. What should I check?
Based on SOP-PMP-042 and WO #8847:
- Check bearing alignment with dial indicator
- Verify torque on mounting bolts (spec: 45 Nm)
- Inspect coupling for misalignment
Spare: SKF 6205-2RS (Bin C-14)
Ask a Question. Get a Verified Fix.
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 DemoYour Plant's Living Brain
Every 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
Live on Your Shopfloor in Days, Not Months
No 6-month implementation. No army of consultants.
Upload & Learn
Drop in your SOPs, manuals, and work orders. Dovient ingests and structures everything into a searchable knowledge graph.
Ask & Verify
Your team starts asking questions. MissingDots verifies every answer against your source documents in real time.
Scale & Automate
Roll out across lines and plants. Automate routine checks, generate compliance reports, and capture new knowledge as it happens.
How a Food & Beverage Manufacturer Reduced Downtime by 35% with Dovient
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 streamlined maintenance operations and improved overall efficiency.
Recognitions & Partnerships
Backed by leading accelerators and industry bodies
Frequently Asked Questions
Honest answers to the questions we hear from every plant manager.
Your plant's knowledge shouldn't depend on who's on shift.
Start with one machine, one line, one problem.