The Autonomous Data Operating System

From data pipelines to autonomous systems.

Replace 5+ fragmented tools with one intelligent platform. Hybridyn unifies pipelines, lakehouse, AI, governance, and serving — so your data systems build and run themselves.

Start Free with F-Pulse Request D-Pulse Demo

Built with

PythonReactDuckDBFlinkOllama

Full stack →

5 min

To Deploy

Tools Replaced

Architecture Planes

Data Connectors

AI Providers

593+

API Endpoints

The Problem

Data stacks are fragmented.

A pipeline tool here. A catalog there. Governance as an afterthought. AI bolted on top. Teams spend more time wiring tools together than building what matters.

5–10 disconnected tools per stack

Manual orchestration across every layer

No unified view of data health

AI locked in separate silos

Months to onboard, weeks to debug

The Shift

Hybridyn replaces the stack.

One platform. Nine purpose-built planes. Everything integrated from day one — pipelines, storage, AI, governance, serving, and monitoring. No glue code. No duct tape.

1 platform replaces 5+ tools

Autonomous pipeline execution

Platform-wide health scores and SLAs

AI native in every layer (9 providers)

Deploy in minutes, not months

Why Not Stitch Tools Together?

Traditional stack vs. Hybridyn

Aspect	Traditional Stack	Hybridyn
Tools needed	5–10 separate products	1 unified platform
Orchestration	Manual wiring + scripts	Autonomous execution
AI capabilities	Separate layer / none	Native across all 9 planes
Data governance	Bolted on after the fact	Built in from day one
Time to deploy	Weeks to months	Minutes (Docker Compose)
Observability	Per-tool dashboards	Platform-wide health score
Cost	5+ licenses + integration	Single platform
Maintenance	N tools × N upgrades	One system, one upgrade

The 9-Plane Architecture

Purpose-built. Deeply integrated.

Three functional clusters — each plane handles one concern, all planes work as one system.

Core — Move Data

Connectors

62 providers across 12 categories. Wizard-based setup.

Execution

Priority queues, engine routing, resource quotas.

Lakehouse

Medallion architecture. Bronze → Silver → Gold with schema enforcement.

Intelligence — Understand Data

9 providers. NL→SQL, agents, code gen. Local LLMs for privacy.

Catalog

Discover, profile, search. Automated lineage and tagging.

Serving

Data products, QueryLab, data marts. REST API publishing.

Control — Govern & Monitor

Governance

5-tier RBAC, data contracts, classification, compliance.

Observability

Health scores, SLA tracking, metrics, alerting.

Pipeline

Visual builder, templates, scheduling, expression editor.

Unified Control Plane

AI-Native

Describe it. Hybridyn builds it.

AI isn't a chatbot sitting in the corner. It's embedded in every plane — creating pipelines from descriptions, querying data in plain English, and debugging failures automatically.

"Create a sales pipeline"

AI builds nodes on canvas, configures connections, sets scheduling.

"Why did yesterday's job fail?"

Root cause analysis with fix suggestions. One-click retry.

"Show me revenue by region"

NL→SQL generates the query, executes it, returns results instantly.

Privacy-first: Run Ollama locally to keep data in your VPC. No data leaves your infra.

$ hybridyn ai status

Claude

OpenAI

Gemini

Azure

Ollama

DeepSeek

Mistral

Groq

Custom

> What AI agents can do

Create pipelines from natural language

Execute multi-step workflows (MCP)

Query data without writing SQL

Debug failures with root cause analysis

7 tools + workspace custom tools

> Provider detection: auto from env vars

> No provider? Smart stub mode (works offline)

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. Start building.

Developer Experience

Running in 5 minutes. Not 5 weeks.

Infrastructure-in-a-box. 22 pre-configured services orchestrated with a single Docker Compose command. No manual setup, no dependency hell, no configuration marathon.

Single command to full platform

22 services, pre-configured and orchestrated

Visual pipeline builder at localhost:5173

API explorer at localhost:8000/docs

Hot-reload for development

Download F-Pulse GitHub

Products

Free for builders. Enterprise for teams.

F-Pulse

Free & Open Source (MIT)

Visual pipeline builder, universal connectors, SQL/Python transforms, scheduling, and monitoring. Everything you need to move data — free forever.

Best for: Individual developers, small teams, startups

Visual BuilderConnectorsSchedulingTemplatesAI Planning

Download free

D-Pulse

Enterprise Platform

The complete Data Operating System. Everything in F-Pulse plus lakehouse, AI agents, governance, catalog, serving, multi-tenancy, and 593+ API endpoints.

Best for: Platform teams, enterprises, data-intensive organizations

All F-PulseAI AgentsLakehouseGovernanceCatalogMulti-Tenant

Request demo

When to upgrade? When you need lakehouse storage, AI agents, data governance, catalog, multi-tenancy, or enterprise SSO — upgrade to D-Pulse.

See full comparison →

Who It's For

Built for every data role

Data Engineers

Replace scattered scripts with visual pipelines. Medallion ETL templates, auto-retry, built-in monitoring.

Medallion ETLTemplatesMonitoring

F-Pulse + D-Pulse

Analysts & BI

Self-serve data via QueryLab. Ask questions in plain English. Build data marts without engineering help.

QueryLabNL→SQLData Marts

D-Pulse

Governance Teams

Enforce RBAC policies automatically. Track lineage across every transformation. Classify sensitive data.

RBAC PoliciesLineageClassification

D-Pulse

Platform Engineers

Multi-tenant workspaces. Workload quotas, SSO, GitOps deployments. Infrastructure-as-code.

Multi-TenancyGitOpsSSO

D-Pulse

Technology Architecture

Compute

Python 3.11

FastAPI

React 18

TypeScript

Storage

PostgreSQL

MinIO

DuckDB

Redis

Processing

Apache Flink

Trino

Redpanda

Kestra

Security

Keycloak

OPA

Vault

RBAC

Your data deserves an operating system.

Start free with F-Pulse. Scale to D-Pulse when you're ready. No lock-in, no surprise pricing.

Start Free with F-Pulse Request D-Pulse Demo

F-Pulse is MIT licensed. Free forever. No credit card required.