Physical AI is pushing robotics beyond scripts into systems that perceive, reason, and act in real-world environments.
The challenge: ensuring simulation holds up in reality, where safety and context matter.
Read more: imerit.net/resources/bl...
#PhysicalAI #Robotics #ComputerVision
Biosensor data is complex; signal extraction shouldn’t be. See how teams use Ango Hub to annotate ECG, respiration, motion & SpO₂.
▪️ Detect events like apnea/falls
▪️ Capture metadata
▪️ Link temporal context
Watch: www.youtube.com/watch?v=9oGT...
#MedicalAI #Biosensors #HealthcareAI
3D perception models need more than detection; they require precise, context-rich segmentation to perform reliably.
iMerit delivers high-quality #3Dsegmentation across semantic, instance, and panoptic approaches. Learn more: imerit.net/domains/auto...
#LiDAR #AutonomousVehicles #ComputerVision
“Our health care system doesn’t do a great job of giving them that information…” — Sina Bari via Straight Arrow News
I can bridge the patient info gap, but only if it is built on accurate data. Read the article: san.com/cc/the-truth...
#HealthcareAI #AIinHealthcare #responsibleAI
#3Dsegmentation breaks when teams label frame by frame. Work on fused, high-density point clouds instead. Annotate once, propagate across frames, and improve boundary accuracy with better context.
Watch: www.youtube.com/watch?v=BD_M...
#LiDAR #ComputerVision #AITraining
AI training is creating new roles across industries for people with analytical thinking, writing skills, or domain expertise.
Learn what the work involves, key skills, roles, and growth paths. Read more: imerit.net/resources/bl...
#AITraining #AICareers #AIJobs
Breast cancer is the most common cancer in women, and early detection can change outcomes. Segmed + iMerit share a free 3D mammography dataset.
Martin Willemink, MD & Sina Bari, MD, answer: Why breast cancer, why now?
imerit.net/3d-mammogram...
#BreastCancer #EarlyDetection #AIinHealthcare
Point density drops with distance, and that’s where annotation confidence breaks. Even well-placed cuboids become uncertain, often unnoticed until QA or model performance.
How to handle it: imerit.net/resources/bl...
#LiDAR #PointCloud #3DAnnotation #AutonomousVehicles
Biosensors & wearables generate continuous physiological, motion & neurological data, but raw signals aren’t enough.
iMerit helps annotate ECG, PPG, IMU & EEG data with domain experts & compliant workflows.
Learn more: imerit.net/domains/medi...
#MedicalAI #Wearables #Biosensors #HealthcareAI
Most teams evaluate AI images outside labeling tools, slow and messy. With Ango Hub, plug your text-to-image model into a live workflow. Annotators rate outputs; low-quality images get auto-routed for regeneration.
Watch demo: www.youtube.com/watch?v=arVM...
#DataAnnotation #AIData #AngoHub
Radha Basu will be speaking at HumanX 2026 in San Francisco on Built to Trust: Designing Safe, Smart Systems; how AI systems are designed for safety, autonomy, accountability, and real-world trust across sectors.
April 9 | The Grove Theater
#HumanX2026 #ResponsibleAI #AI
iMerit wins at Financial Express AICONIC Awards: Gold in Responsible & Ethical AI Leadership; Silver in AI Data Infrastructure; Silver in AI Data Labelling Platform for Ango Hub. Presented by Dr. Sushil Meher, CIO, AIIMS, and Roshun Povaiah, Editor, FE
#ResponsibleAI #EthicalAI #DataLabeling
If you’ve worked with point clouds, you know boundaries are messy, objects overlap, edges aren’t clear, and labels get tricky.
This blog breaks down what’s going on and how 3D semantic segmentation helps: imerit.net/resources/bl...
#LiDAR #PointCloud #AI
iMerit Founder & CEO Radha Basu received the Persistent Systems She Shapes AI Award at Indiaspora Global AI Summit 2026.
In her plenary on “The Global Race for AI,” she unpacked the shift to physical AI and the role of experts in the loop.
#AI #PhysicalAI #EnterpriseAI
Radha Basu, Founder & CEO of iMerit, will be at HumanX in San Francisco. She’ll be speaking on Built to Trust: Designing Safe, Smart Systems, exploring how AI and robotics leaders are building systems that are safe, accountable, and ready for real-world use.
#HumanX #AI #TrustworthyAI #ResponsibleAI
Your smartwatch knows your heart rate. But does your AI understand it? Raw biosensor signals are messy and hard to label. iMerit breaks it down.
Read the blog: imerit.net/resources/bl...
#HealthcareAI #Wearables #Biosensor #DigitalHealth #DataAnnotation
Join us at ETCIO DeepTalks to explore what it takes to move from AI pilots to enterprise-grade outcomes.
Theme: The Hidden Infrastructure of AI
With Sudeep George, CTO, iMerit
Mar 31 | 4–5 PM IST | 3:30–4:30 AM PDT
Register: bit.ly/4bAN7rj
#ETCIODeepTalks #EnterpriseAI #GenAI #CIO #AITransformation
iMerit won The Economic Times Cross-Border Business Growth Award ’26 for global expansion 🌍
Thanks to the jury: Harsh Mariwala, Sanjeev Bikhchandani, Saurabh Srivastava, Pramod Bhasin & others.
#Awards #GlobalGrowth #ETAwards
A leading AI company needed thousands of specialists to evaluate image outputs at speed. Here's what we did:
▪️ 2M+ tasks completed
▪️ 4,000+ specialists, within days
▪️ Quality at scale
Read more: imerit.net/resources/ca...
#ImageGeneration #AIEvaluation #RLHF
iMerit Founder & CEO Radha Basu takes the keynote stage at the Indiaspora Global AI Summit 2026, Bengaluru, addressing 'The Global Race for AI': competitiveness, geopolitics, capability building & long-term value creation.
#IndiasporaAISummit #AI #India
A single HD map gap can cause an AV to lose localization entirely. Simulation is how teams find these before it's a real-world problem. Read our blog to learn more: imerit.net/resources/bl...
#AutonomousVehicles #HDMapping
AI image models can pass every automated check and still ship risk. Drift, IP issues, bias, and prompt gaps aren’t edge cases; they’re what tools miss.
iMerit adds expert human judgment to catch what matters before it reaches users: bit.ly/4dbqVW3
#AIEvaluation #GenerativeAI #HumanInTheLoop
Bounding boxes don't work for circular objects. They capture too much area and skew boundaries. Ango Hub's Circle Labeling Tool lets you annotate circular regions accurately in just three clicks.
Read more: docs.imerit.net/labeling/lab...
#DataAnnotation #ComputerVision #MachineLearning
iMerit x Segmed, with Advocate Health, released an open-source 3D mammography (DBT) dataset to help researchers build more accurate breast cancer detection models.
Explore the dataset: imerit.net/3d-mammogram...
#BreastCancer #HealthcareAI #MedicalImaging #DBT #Mammography
iMerit is at the World AgriTech Innovation Summit 2026!
Find us at Booth #15 to talk ag AI data challenges.
📍 San Francisco | March 17–18#WorldAgriTech
#AgTech #AI #DataAnnotation
FDA 510(k) or CE marking for medical AI isn't just about labels. Your entire data pipeline needs to be audit-ready.
iMerit combines clinical expertise with validated processes to move models into clinical use:
imerit.net/domains/medi...
#MedicalAI #FDA #HealthTech #AICompliance
A glimpse of the European Congress of Radiology (ECR) in Vienna. Thanks to everyone who stopped by the iMerit booth and connected with the team.
#ECR2026 #Radiology #MedicalImaging #HealthcareAI #MedTech
iMerit released an open-source Annotated 3D Mammography Dataset to advance breast cancer AI - Built with Segmed & AdvocateHealth.
At #PMWC (B803) & #ECR2026 (Booth 118) this week!
imerit.net/3d-mammogram...
#HealthcareAI #BreastCancerDetection
iMerit, with Segmed & Advocate Health, released an open-source annotated 3D mammogram (DBT) dataset for breast cancer AI. Biopsy-confirmed studies reviewed by board-certified radiologists, with expert segmentation.
Learn more: imerit.net/3d-mammogram...
#HealthcareAI #MedicalImaging
MedTech AI for arthritis diagnosis & custom hip replacements met FDA 510(k) validation with iMerit.
▪️5,000+ CT/MRI scans
▪️99% annotation quality
▪️98.8% diagnostic accuracy
▪️72% cost savings
Watch: www.youtube.com/watch?v=aSpg...
#MedicalAI #RegulatoryAI #RadiologyAI #FDA510k #iMerit
