OnsiteIQ Achieves 5x Faster Data Throughput and Streamlines Their AI Infrastructure

OnsiteIQ, a construction intelligence platform using computer vision for safety and quality inspections, migrated their data workflows to Encord after overhauling their AI infrastructure. This enabled them to become operational 4x faster and achieve 5x data throughput with their existing team.

"Encord integrates seamlessly into our entire AI infrastructure," says Evgeny Nuger, Principal Engineer at OnsiteIQ. "By implementing Encord within our redesigned ML infrastructure, we've established an efficient end-to-end workflow from data sampling through to model training."

Platform Migration + Key Results

OnsiteIQ faced significant limitations with their previous annotation platform, struggling with poor usability and underperforming automation capabilities that hindered their workflow efficiency.

After evaluating several vendors, the team chose Encord for its advanced features and intuitive interface, particularly the SAM 2 integration for automated labeling workflows.

The results:

• 5x improvement in data throughput – with corresponding decrease in labeling costs through advanced automation features
• 75% reduction in time to value – implementation time decreased from 2 months to just 2 weeks
• Real-time annotation analytics – simplified team management through Encord's monitoring dashboard

Superior Automation and Intuitive User Experience

The automation capabilities paired with the UX of Encord's platform were decisive factors in OnsiteIQ's selection:

Despite offering sophisticated organization with distinct layers for datasets, projects, ontologies, and files, the team found Encord's platform surprisingly intuitive, effectively balancing complexity with usability. Evgeny notes, "The UX on Encord's platform was way more clear as to how everything comes together."

Accelerated Time to Value

The implementation timeline also improved dramatically. The team saw a 4x acceleration in their time to value, reducing time to value from 2 months to just 2 weeks:

Improved Team Management

OnsiteIQ now utilizes Encord's built-in analytics to optimize their operations:

The fully integrated system has improved operational efficiency for OnsiteIQ. The company is now actively using the data generated through Encord for deploying models into production.