BergFlow
Data Workspace with Versioning and QA Orchestration
BergFlow is your enterprise data workspace that brings structure, versioning, and quality assurance to every step of your AI pipeline. Built for teams that need to move fast without compromising on quality.
Why Teams Choose BergFlow
Teams choose BergFlow for its reliability and intelligence. It centralizes workflows, automates repetitive tasks, and provides the transparency teams need to stay aligned - giving engineers, analysts, and product owners a single source of truth for data and model readiness.
Version Control for Data
Central task + data layer for catalogue, search, onboarding, and verification.
QA Orchestration
Automated quality checks, human-in-the-loop validation, and configurable approval workflows at scale.
Collaborative Workspace
Multi-team access with role-based permissions, real-time collaboration, and integrated communication tools.
Data Lineage Tracking
Complete visibility into data provenance, transformations, and dependencies across your entire pipeline.
Data Workspace with Versioning and QA Orchestration
Data Curation & Labeling
Manage large-scale annotation projects with versioned datasets, quality metrics, and distributed workforce coordination.
- Multi-annotator consensus
- Quality scoring
- Auto-validation rules
Model Training Workflows
Organize training data, track experiment versions, and maintain reproducibility across your ML pipeline.
- Experiment tracking
- Dataset snapshots
- Pipeline automation
Production Data Management
Monitor live data quality, manage edge cases, and continuously improve models with production feedback loops.
- Real-time monitoring
- Drift detection
- Feedback integration
Compliance & Governance
Meet regulatory requirements with complete audit trails, data lineage, and access control management.
- Audit logs
- Access controls
- Compliance reporting
