Execution Control for Data Teams
See your pipelines.Control your execution.
F-Pulse: visual builder + Steward workspace-reliability layer (free, OSS)
D-Pulse: enterprise control plane — governance, lakehouse, observability
Pulse Studio: analytics + spreadsheets + AI agent — for the Excel-leaver
Pipeline Builder — sales_pipeline_v2
Live
4 nodes4 edges0 errors
Deployed
3 min
First Pipeline
100%
Execution Visibility
9
D-Pulse Planes
90+
F-Pulse Connectors
380
D-Pulse Connectors
9
AI Providers
Why Switch?
Black-box stack vs. Hybridyn
| Aspect | Traditional | Hybridyn |
|---|---|---|
| Execution visibility | Logs scattered across tools | Every step visible on canvas |
| Failure handling | Alerts → manual investigation | Root cause + one-click fix |
| Governance | Bolted on after the fact | Built in from day one |
| Time to first pipeline | Weeks to months | 3 minutes (Docker Compose) |
| Control over runs | CLI scripts + hope | Visual control: queue, retry, approve |
| Data sovereignty | Vendor black boxes | Self-hosted, zero data egress |
The 9-Plane Architecture
Purpose-built. Deeply integrated.
Three clusters — each plane handles one concern, all planes work as one.
Core — Move Data
Connectors
380 sources via Airbyte protocol
Execution
Priority queues, engine routing, quotas
Lakehouse
Medallion Bronze → Silver → Gold
Intelligence — Understand Data
AI
9 providers, NL→SQL, agents, local LLMs
Catalog
Discovery, profiling, auto lineage
Serving
Data products, QueryLab, REST APIs
Control — Govern & Monitor
Governance
5-tier RBAC, contracts, classification
Observability
Health scores, SLA tracking, alerts
Pipeline
Visual builder, templates, expressions
Interactive Architecture
Live Observability
Platform Overview — D-Pulse
Last 24hAll Systems
Pipelines Active
24+3
Records / min
1.2M+12%
Avg Latency
45ms-8ms
SLA Score
99.7%0.0%
Throughput
Records Errors
Platform Health
Trend (7d)
Active Pipelines
NameStatusRateHealth
sales_pipeline_v2running42K/m
98
user_events_cdcrunning18K/m
100
product_catalog_syncrunning8K/m
95
clickstream_bronzewarning125K/m
82
order_enrichmentrunning5K/m
99
5 pipelines monitoredStreaming...
AI-Native · Provider Agnostic · Privacy First
Describe it. Hybridyn builds it.
> "Create a sales pipeline"
AI generates nodes, connects, sets scheduling.
> "Why did yesterday's job fail?"
Root cause analysis + fix suggestion.
> "Show me revenue by region"
NL→SQL → executes → results instantly.
Run Ollama locally — data never leaves your VPC.
hybridyn ai
$ hybridyn ai providers
Claude
OpenAI
Gemini
Azure
Ollama
DeepSeek
Mistral
Groq
Custom
> Agent capabilities
Create pipelines from natural language
Multi-step autonomous workflows
Query data without writing SQL
Debug failures automatically
Extensible with custom tools
terminal
$ git clone https://github.com/hybridyn/fpulse
$ cd fpulse && docker compose up -d
✓ PostgreSQL ready
✓ Redis ready
✓ MinIO ready
✓ Redpanda ready
✓ F-Pulse API ready
✓ F-Pulse UI ready
$ open http://localhost:5173
Pipeline canvas ready.
Time to First Pipeline
Running in 3 minutes. Not 3 sprints.
Single command → full stack running
Visual pipeline builder ready instantly
Preview data at every node before you ship
Steward watches the whole workspace — catches duplicate sources and learns from your fixes
Self-hosted — your data never leaves your network
No cloud account, no vendor lock-in
Products
Pick the piece you need.
Each product stands alone. Together they're one stack.
Who It's For
Built for teams who need control
Data Engineers
Control pipeline execution. Visual debugging, auto-retry, live monitoring at every node.
Execution ControlTemplates
Analysts & SQL Teams
Build pipelines without Python. SQL transforms, live data preview, self-serve execution.
SQL-FirstLive Preview
Governance & Security
Control who runs what. RBAC, lineage, approval gates, data classification.
RBACApproval Gates
Platform Engineers
Control compute allocation. Worker pools, priority queues, multi-tenant isolation.
Worker PoolsQuotas
Integrates With Your Stack
SnowflakePostgreSQLKafkaSparkDatabricksS3AzureOllamaDockerKubernetesSupersetJupyterLab
Stop guessing. Start controlling.
F-Pulse to see and build. D-Pulse to govern and scale. Pulse Studio to analyze and answer. No lock-in.
Apache 2.0 licensed · Free forever · No credit card required