Diagnose equipment failures in seconds, not hours

AI agents that understand your machines, your service history, and your parts catalog. Describe what's broken and get the fix — instantly.

osceola · ct artifacts
→ Intake · complaint normalized
Complaint
"Gantry grinding noise, image artifacts on last 3 scans, 2300-series error code"
Equipment
CT Scanner · 64-Slice · 2016

Osceola packages the complaint, machine profile, and recent service context before escalating to diagnosis.

← Intake · case intake underway
Evidence review
Cross-checking the highest-signal clues against service history and known failure patterns.
AI running
Service history
Same gantry recorded elevated vibration on 2 visits last quarter.
Service history
Same gantry recorded elevated vibration on 2 visits last quarter.
Error code match
2300-series faults cluster around DAS signal path instability.
Parts pattern
Fiber optic cable wear is the top replacement for this symptom stack.
Designed to work with equipment from
GE HealthCare Siemens Healthineers Philips Canon Medical
How it works

One AI layer across your service operations

Describe the problem. Get the answer. Improve the system.

01

Describe the failure

Type or speak the technician's complaint in plain language. Error codes help, but aren't required.

02

Get the diagnosis

Osceola cross-references service data, technical documentation, and historical records to find the root cause.

03

Review and improve

Technicians confirm or correct each diagnosis. Every correction makes the system smarter for your entire team.

For your team

Built for every role in the service lifecycle

🔧

Field technicians

Arrive with the right diagnosis and the right part. Fix it on the first visit.

📞

Remote support

Resolve more issues over the phone before dispatching a truck.

👥

Service leaders

See which machines cost the most, which techs need support, and where your fleet is at risk.

🎓

New hire onboarding

Cut ramp-up time in half. Junior techs get expert-level guidance from day one.

Early results

What pilot partners are seeing

Based on early deployments. Results vary by implementation.

85%
Diagnostic accuracy on
first-pass complaints
4hrs
Average time saved
per service event
60%
Reduction in
wrong-part orders
Demo request

See where Osceola can help your team

30-minute session. We’ll review your current workflow, recurring failure modes, and where faster diagnostic triage can create leverage.

30-minute walkthrough Technical + operational review Reply from info@osceolalabs.com

Request a demo

Share a few details and we’ll follow up with the right walkthrough for your team.

We reply from info@osceolalabs.com within one business day.