Industrial Machinery & Equipment

Your best service tech just quit. Now every field call is a coin flip.

AI Service Copilot that captures tribal knowledge from senior technicians and guides junior staff through diagnostics, spare parts, and resolution. Every service call meets the standard your best tech set.

We'll get back within a business day.

Service margin drain

$50B

in annual unplanned equipment failures across industrial manufacturing

Half of industrial companies can't find enough skilled service technicians (Deloitte/NAM, 2025). Junior techs take 3× longer to resolve field issues, eroding margins on every call. The knowledge keeping your install base running is walking out the door.

$50B

annual unplanned failure cost

Deloitte, 2024

50%

can't find skilled techs

Deloitte/NAM, 2025

longer resolution for juniors

Industry benchmark

What we monitor

The equipment your service team supports

CNC machine in an industrial manufacturing facility

CNC & Precision Equipment

Spindle health, axis alignment, thermal drift. Guided diagnostics so junior techs resolve what used to require a senior.

Automated assembly line in a manufacturing plant

Assembly & Automation Lines

Robot health, conveyor tracking, PLC fault analysis. AI walks technicians through fault codes in real-time.

Utility systems supporting manufacturing operations

Utility & Support Systems

Compressed air, hydraulics, cooling systems. Predictive spare parts ordering based on condition and usage.

Sound familiar?

Tribal knowledge walks out the door

Your top engineers carry decades of machine-specific knowledge in their heads. When they leave, that expertise vanishes, and field resolution rates collapse.

Service calls are margin black holes

Repeat visits, wrong parts, unnecessary escalations. Each wasted truck roll eats directly into your service contract margins.

Customers are losing patience

Your install base expects the same resolution speed regardless of who shows up. When quality varies by technician, renewals become a fight.

How Dovient works

Every technician performs like your best technician

Connects to your service history, technical manuals, and equipment data. Captures tribal knowledge and delivers it as step-by-step guidance for every field call.

Guided diagnostics

Walks technicians through fault diagnosis step-by-step, using symptom patterns from thousands of prior service calls.

First-visit resolution from 60% to 85%+.

Remote support augmentation

Real-time diagnostic support using equipment history and sensor data, reducing escalations to senior engineers.

Senior engineer escalations down 40%.

Predictive spare parts

Predicts which parts are needed based on condition, usage, and failure history. Techs arrive with the right parts first trip.

Repeat visits cut by 30%.

Knowledge standardization

Every resolution captured and fed back. Best practices from top engineers become the baseline, everywhere.

Consistent quality across all technician levels.

Outcomes

First 90 days

Juniors call seniors for every complex issue

AI-guided diagnostics. Escalations down 40%

Wrong parts brought on-site

Predictive parts: right parts, first trip

Tribal knowledge locked in retiring heads

Every resolution captured as step-by-step guidance

Service quality varies by technician

Consistent resolution across all experience levels

See it on your equipment

Live demo configured for your machinery: guided diagnostics, knowledge capture, predictive parts. 30 minutes, no pitch deck.

Prefer to pick a time yourself? Book a demo directly