Proven Impact • Enterprise Customer Studies

Real-World AI Success.
Built on Ground Truth.

Discover how world-class autonomy labs, medical pioneers, and robotics enterprises eliminate edge-case failures and accelerate deployment with Engai.

Petabyte-Scale Ingestion
Guaranteed SLA Precision
Enterprise Security & SOC2 Type II
Benchmarking 3D LiDAR & Multi-Camera Edge Cases in Adverse Weather
Autonomous Mobility
Tier-1 Autonomous OEM • 2.4M Point Cloud Frames
6 Month DeploymentVerified Study

Benchmarking 3D LiDAR & Multi-Camera Edge Cases in Adverse Weather

How an autonomous mobility pioneer reduced perception blind-spots and shortened model deployment cycles by 3.8x with Engai dual-verified 3D cuboid annotations.

99.4%
Annotation Precision SLA
3.8x
Faster Dataset Delivery
84%
Edge-Case False Positives Drop
Start Similar Pilot
Dual-Board Radiologist Consensus for Sub-Millimeter CT Lesions
Healthcare
Frontier Medical Diagnostics Network • 180,000 Volumetric Scans
Ongoing EnterpriseVerified Study

Dual-Board Radiologist Consensus for Sub-Millimeter CT Lesions

Accelerating FDA-cleared thoracic oncology segmentation algorithms using certified medical specialists and pixel-accurate DICOM polygon masks.

99.8%
Clinical Adjudication Rate
92.6%
Dice Score On Inference
65%
Reduction In Annotation Cost
Start Similar Pilot
Dynamic 6-DoF Object Pose Estimation for High-Speed Robotic Fulfillment
Robotics & Logistics
Fortune 50 Warehouse Automation • 850,000 RGB-D Clips
12 Month RolloutVerified Study

Dynamic 6-DoF Object Pose Estimation for High-Speed Robotic Fulfillment

Enabling robotic pick-and-place manipulators to identify and grasp deformable objects in high occlusion at 1,400 units per hour.

99.1%
Grasp Success Rate
24hr
Telemetry-to-Data Turnaround
4.5x
Throughput Increase
Start Similar Pilot
High-Cadence Satellite & Drone Land-Use Segmentation at Planetary Scale
Geospatial & Defense
Orbital & Aerial Earth Intelligence • 12M km² Mapped
Multi-Year ContractVerified Study

High-Cadence Satellite & Drone Land-Use Segmentation at Planetary Scale

Processing petabytes of multi-spectral imagery to detect infrastructure changes, wildfire perimeters, and agricultural canopy stress across 40 countries.

98.7%
Topological Consistency
10x
Pipeline Scalability
40+
Countries Covered
Start Similar Pilot
Engai Resource Dispatch

Stay Ahead in Frontier AI Ground Truth.

Bi-weekly technical postmortems, empirical 3D perception benchmarks, and multimodal dataset releases delivered straight to your inbox.

• Read by 18,000+ ML engineers• Free open-access papers & datasets• No marketing spam, unsubscribe anytime