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Use Cases
Knowledge Capture & Management

Capture real work as it happens, standardize execution across sites, and govern knowledge at enterprise scale without manual upkeep.

Troubleshooting & Repair

Enable frontline teams to diagnose and fix problems using AI-powered guidance grounded in your approved operational knowledge.

Standard Operations & Maintenance

Digitally assign work, guide execution step by step, and capture real-time data from the frontline to improve performance at scale.

Onboarding & Training

Deliver on-demand guidance that helps teams ramp faster, perform with confidence, and retain knowledge on the job.

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Results From the Frontlines

Eliminating recurring escalations on diagnostic equipment
Troubleshooting & Repair
"
We went from calling engineering constantly to just handling it ourselves. It's been weeks since anyone's escalated an issue.
"
→
Process Engineering Lead, Global Health Diagnostics Company

The Challenge

Global Health Diagnostics Leader
Industry

At a global health diagnostics company, one laboratory device was monopolizing the process engineering team's calendar. It needed up to 11 restarts a week, and every restart meant an operator standing idle, a ticket in the queue, and an engineer pulled off project work to walk someone through the same fix again.

The Squint Solution

The engineering team recorded their troubleshooting methodology using a video and Squint’s Tribal Knowledge Agent turned it into an easy-to-follow, detailed procedure. Operators now work through the same diagnostic logic and repair steps the engineers use. When issues come up that go beyond the procedure steps, Squint’s Assistant answers questions using only the team's approved knowledge.

The Results

Support tickets for the device hit zero within a week of deployment. Eight weeks later, engineering still hadn't received a single escalation. The device stays in service, operators fix issues on the spot, and the engineers got their project time back. The company has since taken Squint beyond the production floor into workforce readiness.

11 weekly equipment restarts eliminated
Support tickets to zero within one week
Zero escalations for 8+ weeks after implementation

Industrial AI at Work

Resolving forklift issues 3x faster with AI-guided diagnostics
→
Troubleshooting & Repair
Saving $5M a year by ending a third-party specialist dependency
→
Troubleshooting & Repair
Discover more of Squint
Knowledge Capture & Management
Standard Operations & Maintenance
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→ TRUSTED ACROSS INDUSTRIES

Industrial AI used by leading global organizations

→ ENTERPRISE READY

Fast to deploy. Easy to integrate. Built to scale.

Accelerate time to value
See ROI in weeks, not years. Minimal deployment time and maximum impact from day one.
Connect to any system
Connect to your ERP, MES, CMMS, and more through our API and integration marketplace. Built to evolve with your tech stack.
Enrich your existing applications
Turn Squint into a single source of truth for operations data that makes all your existing systems more valuable.

Ready to put Industrial AI to work?

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Squint is the leading Industrial AI company, helping the world's most advanced organizations lower downtime and improve quality at scale.

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