The control plane for modern data platforms
AI-assisted orchestration, governance, and observability — sitting on top of your existing stack, not inside it.
Designed for data teams using Airflow, dbt, Spark, Kafka, and modern warehouses.
Join the WaitlistWhat Went Wrong
You started with one tool. Then two. Then twelve.
Tool sprawl
Airflow for orchestration, dbt for transformation, Great Expectations for quality, Monte Carlo for observability, Collibra for governance
Glue code everywhere
Custom scripts to sync metadata, trigger jobs, parse logs, send alerts
Fragmented lineage
No single source of truth for data flow, ownership, or impact analysis
Slow incident response
Engineers dig through 5 tools to find the root cause of a data quality issue
The result: a distributed system with no single place to understand, govern, or fix it.
One Brain. Many Muscles.
Fusion does not replace your tools. It coordinates them.
DCraft Fusion is the control plane layer for your data platform.
DCraft Fusion Control Plane
Unified orchestration
Schedule, trigger, and monitor pipelines across all tools from one interface
Centralized governance
Define ownership, access policies, and data contracts in one place
End-to-end lineage
Trace data flow from source to target, across every transformation and tool
Proactive observability
Detect anomalies, track SLOs, and alert on failures before users notice
Cost transparency
Understand warehouse spend per pipeline, per team, per query
The Architecture Principle
Tightly coupled control plane and UX. Loosely coupled execution engines.
The Architecture Principle
Tightly coupled control plane and UX. Loosely coupled execution engines.
What Fusion is not trying to be
Fusion is not a new warehouse, query engine, or storage layer.
It does not force a single execution engine.
It does not hide your data behind a black box.
Fusion exists to coordinate, govern, and make your data platform observable — not to replace its foundations.
Who DCraft Fusion is for
- Teams running modern data stacks who feel tool sprawl pain
- Platform teams who need governance without slowing engineers
- Regulated companies that can't send data outside their environment
Adopt Fusion at your own pace
DCraft Fusion is designed for progressive adoption.
Some teams start with visibility and governance.
Others centralize orchestration and quality.
Some use Fusion as a thin control plane.
Others standardize their entire data lifecycle on it.
Use Fusion:
- As a control plane on top of your stack
- As a unified platform for multiple layers
- With code-first, low-code, or no-code workflows
- With AI enabled or completely turned off
Fusion adapts to your organization — not the other way around.
How It Works
DCraft Fusion Control Plane
+ AI Operator (optional)
Airflow
dbt
Spark
Kafka
Trino
Snowflake
Data Sources & Targets
Fusion holds intent, metadata, policies, and visibility.
Execution stays in your engines.
Data never moves unless you move it.
One brain. Many muscles.
Everything you need — when you need it.
Ingestion & Sync
Connect databases, streams, APIs, and files. Reliable sync without custom glue code.
Orchestration
Schedule, trigger, and monitor pipelines across all tools from one interface.
Transformation
Write SQL, Spark, or dbt-style transformations. Execute on your engine of choice.
Data Quality
Define data contracts, run tests, and block bad data before it reaches production.
Governance & Lineage
Trace every field from source to dashboard. Define ownership and access policies in one place.
Observability & Cost
Monitor SLOs, track failures, and understand warehouse spend per pipeline and team.
Your Data. Your Infrastructure. Your Control.
DCraft Fusion is designed for regulated industries and security-conscious teams. Your data does not need to leave your environment.
Data Residency
Principle: Data stays where you put it.
What Stays in Your Infrastructure
- ✓Actual table data (rows, values)
- ✓Files and objects
- ✓Stream payloads
- ✓Query results
Control Plane Metadata
Fusion stores metadata, intent, configuration, and observability signals — never raw customer data unless explicitly configured.
- •Pipeline schedules
- •Lineage metadata (table/column names)
- •Execution logs
- •User permissions
Compliance: SOC 2 Type II, GDPR, HIPAA-ready, ISO 27001 (in progress)
Deployment Modes
DCraft Cloud (SaaS)
Control plane hosted by DCraft. Execution in your cloud.
Best for: Fastest time to value
- •Hosted by DCraft
- •Your data stays in your VPC
- •Managed infrastructure
Customer VPC (BYOC)
Control plane in your AWS/GCP/Azure account.
Best for: Full network isolation
- •Deploy in your account
- •Complete control
- •Terraform modules provided
On-Premises
Control plane in your data center. Air-gapped supported.
Best for: Maximum security
- •Self-hosted
- •Air-gapped deployment
- •Enterprise license
AI Operator: Optional. Transparent. Controlled.
The AI Operator is an optional assistant that helps data engineers move faster — not a replacement for human judgment.
What It Does
Intent to Pipeline
Describe what you want in plain language. AI Operator generates pipeline scaffolding, suggests schemas, and recommends transformations.
Incident Explanation
When a pipeline fails, AI Operator analyzes logs, lineage, and recent changes to suggest root causes.
Proactive Recommendations
AI Operator flags risks before they become incidents: data quality anomalies, cost spikes, security violations, SLA breaches.
What It Does NOT Do
No Auto-Execution
Every AI-generated pipeline requires human review and explicit deployment.
Not a Replacement
AI Operator is a scaffolding tool, not an autonomous agent. Engineers own all decisions.
No Training on Your Data
Models are pre-trained. Customer data stays in customer infrastructure unless explicitly opted in.
Data Stays Local
AI Operator runs in the control plane. Execution happens in your VPC, on-prem, or air-gapped environment.
Trust Controls
Disable per tenant
Turn off AI for entire organization
Disable per project
Turn off for specific teams
Audit all suggestions
Every AI action is logged
Bring your own model
Use your own LLM
AI suggestions are advisory only. Humans approve every change.
Join the Waitlist
DCraft Fusion launches Q2 2026. Join the waitlist for early access, beta invites, and launch updates.