Cut Downtime.Slash Repair Times.Keep Critical Knowledge.
Dovient turns your SOPs, manuals, and tribal knowledge into an AI-powered system that gives every technician instant, verified guidance.
So fixes happen faster and decades of critical know-how never disappear.
Join Leading Enterprises
Trusted by industry leaders worldwide
Kayempee Foods reduced unplanned downtime by 35% and cut maintenance costs by 28% within 90 days.
Sridhar, Senior Maintenance Manager
TKIL (Thyssenkrupp India) consolidated Preventive Maintenance, Vendor Management and Calibrations into one place.
Maintenance Team, TKIL
Virchow Group brought assets from 5 Petrochemical & Pharma sites into Dovient - now audit-ready with SOP-driven maintenance.
Sri Hari, Senior Maintenance Manager
Bikanerwala now monitors critical equipment like chillers & refrigerators - fixing issues before breakdowns, reducing wastage by 85%.
Chandra Sekhar, Maintenance Head
What's Really Happening on Your Shopfloor
These aren't hypotheticals. They happen every week in every plant.
Why Downtime is Really a Knowledge Problem
Manufacturing plants already have the knowledge, but it's scattered across systems, buried in Excel sheets, locked inside manuals of 1000 pages, and is in the heads of experienced technicians.
Forcing technicians to waste precious time "searching for the fix" when every minute of downtime matters.
Average cost of unplanned downtime
Knowledge gaps are the leading cause
Typical technician 'wrench time'
The rest is spent searching for information
Of critical knowledge is undocumented
Walks out the door when veterans retire
Sources: Siemens True Cost of Downtime 2024, Reliable Plant / ATS wrench-time studies, Deloitte & Manufacturing Institute
See Dovient in Action
See the dashboard your team uses to find answers fast, guide repairs, and reduce downtime in real time.
How Dovient Works during Breakdowns
From scattered data to technician-ready guidance in one connected flow.
Live Breakdown Response
Dovient Core Flow
Step 01
Ingest
Step 02
AI Creates Structure
Step 03
Technician Gets Answers
Real-Time Technician Guidance
Select a guidance type
Hover or click any card to see the exact technician-facing example.
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.
Start Where You Are. Scale When You're Ready.
Dovient grows with your maintenance maturity. Start with knowledge capture, expand to predictive maintenance - all on the same platform.
Fix equipment faster when breakdowns happen
Use the Dovient Knowledge Hub and AI Copilot to quickly diagnose problems and guide technicians through the correct repair procedures.
- Instant access to manuals, SOPs, and past fixes
- Guided troubleshooting during breakdowns
- Reduce Mean Time to Repair (MTTR)
Prevent failures with scheduled maintenance
Move from reacting to breakdowns toward structured maintenance with periodic inspections, checklists, and risk analysis.
- Preventive maintenance scheduling
- Maintenance checklists and verification
- Spare parts and inventory tracking
- FMEA-driven failure prevention
Maintain equipment only when it actually needs service
Instead of relying only on fixed schedules, monitor equipment condition using signals from machines and sensors.
- IoT / PLC / SCADA integration
- Equipment condition monitoring
- Maintenance triggered by real machine health
Predict failures before they occur
Use machine learning models to detect patterns in equipment data and anticipate failures early.
- Anomaly detection
- Failure prediction models
- Proactive maintenance planning
Deploy on the shop floor 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.
Recognitions & Partnerships
Backed by leading accelerators and industry bodies
Frequently Asked Questions
Honest answers to the questions we hear from every plant manager.
Free learning guides
Deep-dive guides for maintenance teams
Practical, technician-written guides on the fundamentals of maintenance, KPIs, preventive and predictive strategies, and shift-level knowledge management.
CMMS Implementation Guide: A Step-by-Step Plan for Manufacturing Plants
Implement CMMS without the common pitfalls. Step-by-step plan covering data migration, team training, configuration, pilot rollout, and go-live.
Read guideTop 15 Maintenance KPIs Every Plant Manager Should Track in 2026
The essential maintenance KPIs with formulas, benchmarks, and improvement strategies. OEE, MTTR, MTBF, PM compliance, schedule compliance, and more.
Read guideKnowledge Transfer During Shift Handover: Stop Losing Context
Every shift change is a potential information gap. The outgoing crew knows about the intermittent fault on Line 3, the part that was ordered but has not arrived, and the workaround on the packaging machine. If that does not transfer, the incoming crew starts from zero.
Read guideTotal Productive Maintenance (TPM): The Complete Guide for Manufacturing
Master TPM's 8 pillars. Learn how to implement autonomous maintenance, reduce the six big losses, and build a culture of continuous improvement on your plant floor.
Read guidePredictive vs Preventive Maintenance: Which Strategy Is Right for Your Plant?
Understand the key differences between predictive and preventive maintenance. Learn when to use each strategy, cost comparisons, and how AI is changing the equation.
Read guideReliability Centered Maintenance (RCM): A Practical Guide for Plant Teams
RCM methodology explained practically. The 7 questions, FMEA integration, decision logic, and how to implement RCM without paralyzing your team with analysis.
Read guideFrom the blog
Essential reading for maintenance leaders
Field-tested writing on OEE, predictive maintenance, MTTR, CMMS selection, and the knowledge-capture problems that keep plants running below target.
Predictive Maintenance ROI: Real Implementation Numbers
The 3-year financial model behind predictive maintenance programs — with the honest cost of sensors, software, and the team needed to act on the data.
Read articleRoot Cause Analysis in Manufacturing: A Practical Guide
How to run an RCA that actually finds the failure point instead of stopping at the symptom. Templates, pitfalls, and real factory examples.
Read articleOEE Calculation: Availability × Performance × Quality, Explained
The OEE formula broken down with real numbers from three different plants, plus the traps that make OEE look better than it is.
Read articleCMMS Meaning: What a Computerized Maintenance Management System Actually Does
A plain-language explainer of what CMMS does, what it does not do, and how it differs from EAM, APM, and an AI copilot.
Read articleMTTR Reduction: Strategies That Actually Move the Number
Why most MTTR projects stall, and the three strategies (prioritization, parts availability, and skill-matching) that cut mean-time-to-repair in half.
Read articleBest CMMS Software in 2026: A Head-to-Head Comparison
Side-by-side comparison of the CMMS platforms manufacturers actually evaluate, including pricing, AI capability, and mobile usability.
Read articleTribal Knowledge in Manufacturing: Capture It Before It Walks Out the Door
Every retiring technician takes 20+ years of unwritten 'how this machine really behaves' with them. Here's the capture playbook plants are using now.
Read articleWhat Is CMMS? The Complete Guide to Computerized Maintenance Management Systems
Everything a plant leader needs to know about CMMS: what it manages, what it costs, how long implementation takes, and when to consider the alternatives.
Read articleWhy Now?
The Cost of Waiting is Rising
Downtime is getting more expensive, while the expertise to fix it is getting scarcer. AI is the only bridge.
The Financial Breaking Point
Downtime costs $100k+/hour. One bad shift can ruin an entire quarter.
Records vs. Intelligence
CMMS tracks history. Dovient guides the fix in real-time.
The Talent Cliff
70% of plant knowledge is undocumented. Capture it before experts retire.
Your plant's downtime shouldn't depend on who's on shift.
Start with one machine, one line, one problem.