Features | A is for Agent

Core Features

🤖 Agentic Workflows

Build intelligent, self-optimizing workflows that adapt to your data patterns while maintaining human oversight and control.

AI-augmented decision making: Workflows that learn and improve over time
Guardrails and constraints: Keep automation safe with configurable boundaries
Human-in-the-loop: Critical decisions escalate to humans when needed
Test-first development: Every workflow comes with comprehensive tests

🔒 Built-in Governance

Governance isn’t an afterthought—it’s built into the platform from day one.

Versioning & Immutability: Every change is tracked and versioned
Audit trails: Complete history of who did what and when
Data lineage: Track data from source to destination
Compliance ready: Meet regulatory requirements out of the box

👁️ Observability by Default

Know what’s happening in your workflows at all times.

Real-time monitoring: Live dashboards for all workflow execution
Distributed tracing: Follow data through complex pipelines
Metrics and alerting: Proactive notifications before issues become critical
Log aggregation: Centralized logging across all components

🚀 Multi-Environment Support

Run anywhere, from your laptop to the cloud.

Local Docker: Get started in minutes on your development machine
Kubernetes: Production-ready orchestration with full scalability
MicroK8s: Lightweight K8s for edge and hybrid deployments
Cloud platforms: Native support for Azure, with AWS and GCP coming soon

🔌 Rich Integrations

Connect to your existing data infrastructure seamlessly.

Streaming: Apache Kafka, Pulsar, and more
Databases: ScyllaDB, PostgreSQL, MongoDB, and others
Processing: Apache Flink, Spark, and custom processors
Orchestration: Airflow, Prefect, and native workflow engine
Storage: S3, Azure Blob, local filesystems

🛠️ Developer Experience

Built by developers, for developers.

API-first design: Everything is accessible via REST and GraphQL APIs
SDK support: Python, JavaScript/TypeScript, with more coming
CLI tools: Powerful command-line interface for automation
Documentation: Comprehensive guides, tutorials, and examples
Active community: Get help and share knowledge

🧪 Test-Driven Development

Quality is non-negotiable.

AI-assisted testing: Automatically generate test cases
Continuous testing: Tests run on every change
Test coverage tracking: Know exactly what’s tested
Integration testing: End-to-end testing of workflows

🎯 Production Ready

Built for real-world production workloads.

High availability: Designed for uptime and resilience
Scalability: Handle workloads from GB to PB
Performance: Optimized for low latency and high throughput
Security: Enterprise-grade security features

Use Cases

Mining & Remote Operations

Improve data quality and orchestration across harsh, hybrid environments with unreliable connectivity.

Enterprise ETL

Bring order and discipline to chaotic data pipelines with automated guardrails and quality checks.

Agentic DevOps

Test-first AI development and automated release management for modern development teams.

Getting Started

Ready to experience these features yourself?

Coming Soon

We’re constantly adding new features:

Additional cloud platform support
More integration connectors
Enhanced AI capabilities
Advanced security features
Enterprise support options