A multi-user cloud tool to reduce annotation time that accelerates convergence on ground truth for visual data.
LucetaTM Data Agent for AWS by Solidigm
Luceta™ Data Agent streamlines visual data annotation from S3 upload to ground truth dataset, which saves labeling time and reduces cost. This enables your data scientists to more quickly create AI models with confidence. Your next dataset can be ready faster than you think.
Vision AI Continuous Improvement
When Annotation Processes are the Bottleneck
Across industries, companies are investing heavily in image data collection, but the path from raw data to a working model keeps stalling at the same bottlenecks: aligning on ground truth, manual labeling, and standing up a reliable training pipeline.
Cut team feedback by up to ..
Luceta™ Data Agent can reduce annotation review from 50 hours to 14 hours per 100 images — saving up to 36 hours per cycle.
Based on a 6-person team validation. 80% agreement between annotators, ~2 defects per image.
“We annotated 300 images in 86% less time”
Our Bake off:
- 300 images
- 2 Teams
- Team A manually update each image by each person, comparing later and looking to resolve conflicts
- Team B leveraged the tools of Luceta Data Agent and had each member do original annotations for their portion of the load, then they simply agree or disagree (and correct) if they thought the findings were different for the remainder of the images.
- People agreed most of the time so a 10 hour job was done in under an 1.5 hours
Returning an entire day of time for every 300 images we annotated manually.
Proving it can be much faster to edit than to create.
The Benefits
- Reducing Tediousness of Labeling
Automate the repetitive work of manual image labeling so your team can focus on decisions that actually require human expertise.
- Head start on Labeling (AI Suggestions)
Luceta Data Agent AI pre-populates annotations before your experts ever touch an image, cutting labeling time dramatically from day one.
- Clean Ground Truth
Automatically surface disagreements between annotators and resolve them in one place, so your ground truth dataset is clean and consistent before training begins.
- Find/Creating Problem Images for Training
Identify and flag edge cases, ambiguous images, and hard-to-classify samples that strengthen your model where it needs it most.
- Improved Model Training Processes
Feed your model higher-quality, conflict-free labeled data that reduces retraining cycles, improves accuracy, and shortens your path to deployment - a key advantage of using a cloud annotation tool for AI training data.
- Outlier Detection
Proactively detect anomalous or underrepresented images in your dataset before they introduce bias or blind spots into your production model.
Data Agent Features
- AI-Assisted & Generated Annotations
Luceta Data Agent's built-in AI engine analyzes your images and automatically generates annotation suggestions before your team lifts a finger.
- Job-Based Image Assignment to Subject Matter Experts
Admins can package specific image sets into structured annotation jobs and assign them directly to various team members.
- Admin Monitoring & Resolution Dashboard
Admins get a real-time, birds-eye view of every active annotation job. Track overall job progress, monitor completion rates, and instantly identify how many images are flagged for resolution — all from a single collaborative image annotation software dashboard.
- SME Conflict Review & Adjustment
As a subject matter expert, you can review exactly where the disagreement lies, revisit the image in full context, and make an informed adjustment ensuring every label in your ground truth dataset reflects true expert consensus before it ever reaches your model.
100 Annotations on day 1 keep exploring for another 29 days.
30 Day FREE Trial
Test Drive the full experience and realize the value for yourself. Our AI image annotation tool free trial installs from the AWS Marketplace. Allows for a single user to kick the tires and annotate their own images to see the benefits directly. Export up to 100 images to see how the outputs will improve the quality of your existing trained models.
Pricing and Availability
- Risk-free proof-of-concept: Trial Version (Aug 2026)
- Validate results in your own facility before any commitment
- Professional Version (Fall 2026)
- Enterprise Version (Available July 2026)
- Comprehensive License Model
- Unlimited Annotations
No lock-in annotation platform * Support Included on all versions
Luceta Data Agent is a member of the Luceta AI Software Suite family.
*For complex exporting of results we allow for Python Scripts to be created/edited. Samples provided, but Python knowledge is helpful.
Marketplace Install Process
With a bit of pre-work you will be up and running
Pre-Install Checklist
- AWS account with access to install SW
- S3 bucket with images and any current annotations
- Know list of users and either their AWS logins or known emails and default new passwords
Steps to your First 100 Annotated Images
- Expect 3-6 hours to complete
- Install from marketplace
- Setup SSO integration (SSO & Security Info)
- S3 Bucket image mapping
- Setup first annotation job
- Annotate first 100 images
Get Notified When Other Platforms Become Available
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