Evidence tier Source Confirmed · 4 captures on record
What the publisher says
As described on AWS Marketplace.
# Key Features
- Automated data quality governance with LLM agents
- Scalable AWS-based modular architecture
- Multi-agent system: Check Creation, Monitoring, Reporting
- AI-driven rule generation & real-time validations
- Natural language insights via Amazon Bedrock
- Python + Jinja2 engine for reusable rules
- Secure storage in Amazon RDS & S3
- Dashboards powered by Amazon QuickSight
- Security with IAM, VPC, TLS & CloudWatch
- Stateless pods on Amazon EKS with auto-scaling (HPA)
Show the rest of the publisher’s description (28 more lines)
# Use Cases
- Retail: Validate product catalog accuracy
- Finance: Monitor transactions & detect fraud
- Manufacturing: Ensure IoT & sensor data quality
- Logistics: Track SLAs & shipment consistency
- Compliance: Generate auditable quality reports
# Target Users
1**Data Engineers**: Automate validation workflows
2.**Data Stewards:** Manage rules via simple interface
- **Compliance Officers**: Access audit-ready logs
- **Governance Teams**: Monitor dashboards for quality
- B**usiness Analysts:** Use NL insights for quick issue detection
# Deployment Architecture
- Runs on Amazon EKS as containerized microservices
- Distributed agents for checks, monitoring & reporting
- Python + Jinja2 rule engine, triggered via Airflow/cronjobs
- Data stored in RDS & S3; dashboards in QuickSight
- Security with TLS, KMS, IAM & VPC isolation
- Auto-scaled workloads via Kubernetes HPA
- Monitoring & alerts with CloudWatch
# Benefits
- Automates & scales data quality governance
- Cuts validation time by 70%+
- Speeds up decisions with explainable AI summaries
- Strengthens compliance with audit trails
- Enterprise-grade security (IAM, VPC, KMS)
- Supports multi-tenant & cross-environment deployments
- Delivers continuous trust across the data lifecycle
Highlights
Highlighted by the publisher on AWS Marketplace.
Automates data quality rule creation, validation, and reporting using LLM-powered agents.
Integrates seamlessly with AWS services like Bedrock, RDS, S3, QuickSight, and EKS for scalable, secure operations.
Delivers natural language summaries and real-time dashboards for explainable, audit-ready data governance.
Agent build and provenance
See the full provenance
The layer-by-layer build, the evidence behind each claim, the risk basis and the cross-marketplace links are open to any account. Some rows are disclosed, some the source leaves Unknown; a free account shows you which.
Compliance
- FedRAMPConfirmedNot listed90%, registry-checkedNo FedRAMP Marketplace entry matched this vendor's domain, checked 2026-08-27registry recordas observed 2026-08-27
Confirmed means matched to a public authoritative registry. Claimed means the vendor or its listing states it, not yet cross-checked. A framework not shown was not found in any source we hold, which is not evidence against it. Not listed means a scoped registry check found no match for this vendor's domain: a No is a scoped registry check, not a compliance judgment. Confidence bands: 95% domain-verified, 90% registry-checked, 80% self-attested, 70% weak signal. Self-attested items marked “vendor's site” are gathered from the vendor's own website and are not verified by us.
Vendor
External enrichment · as of 2026-08-29
Sources
Publisher resources
1 linkLinked repositories
Unknown means this listing does not publish a repository. It is not a statement that the code is closed, and a linked repository is not a claim that the publisher wrote it: the registry computes that relationship privately and does not publish it.
Evidence risk is the share of the build you cannot see before you deploy, not a security rating. Sign in to see the layer-by-layer basis for this band.