Your data silos are blocking innovation.
We fix that.
Dataflare virtualizes all your data — cloud, on-prem, or legacy — into a single distributed warehouse. No migrations. No lock-in. 50% cheaper queries. Compliance built in.
The Problem
You're not blocked by ideas.
You're blocked by infrastructure.
Banks and enterprises are still stuck in silos — even as pressure builds to adopt AI, ML, and the next wave of innovation.
Months of setup
Traditional warehouse deployments take months to years before you can run your first query.
Vendor lock-in
Data warehouses force you to centralize in one cloud. Migration costs trap you there indefinitely.
Runaway costs
Fixed infrastructure bills regardless of usage. Query costs that scale painfully with data volume.
Compliance friction
Regulated industries can't move fast because every data access must be auditable and secure.
The Platform
Four pillars. One foundation.
Everything you need to unify your data, enforce compliance, and move fast — without the engineering bottleneck.
Distributed Warehouses
Deploy in minutes, not months
Instantly create cloud-agnostic warehouses for any use case — reports, ML training, compliance — without moving a single byte of data. Less than 20 clicks to spin up a new warehouse and grant access.
- Cloud-agnostic: AWS, GCP, Azure, on-prem
- Deploy in minutes to days (not months)
- Infinite scale — create as many as you need
- Zero data movement overhead
Abstract Data Interface
Query everything, move nothing
Coalesce data from all your sources — on-prem, public cloud, private cloud — without writing a line of code. Virtual tables let you generate new columns on the fly and join across silos instantly.
- Super-cloud: unify all data sources
- Virtual tables with on-the-fly column generation
- Works across on-prem, public & private cloud
- No-code data federation
Fine-Grained Access Controls
Cell-level security, no code
Define policies in near-English. Apply data anonymization and conditional filtering on the fly. Integrate directly with your existing Active Directory or identity providers for dynamic, attribute-based access.
- Near-English policy language
- Cell-level data masking & anonymization
- Dynamic attributes (geolocation, time of day)
- Native Active Directory integration
Efficient Query Engine
50% cheaper, 100x faster
Dataflare's query engine only retrieves data that is part of the final result — nothing more. This dramatically reduces your hackable data surface area and slashes query costs and latency simultaneously.
- At least 50% cheaper than competitors
- Up to 100x boost in query latency
- Minimal data exposure per query
- Serverless — pay only for what you use
Use Cases
Empowering regulated industries to move fast.
Built for banks, healthcare, and enterprises where every data access must be secure, compliant, and traceable.
Build New Reports Instantly
Stop waiting on data engineers to ingest and secure data. Analysts get direct, governed access to live data across silos — reports ship in hours, not sprints.
Accelerate AI & ML Development
Train models on fresh, anonymized data from any source without copying sensitive records. On-the-fly masking keeps your ML pipelines compliant by default.
Adopt New Technology Without Relocation
Evaluate the latest AI/ML frameworks against your existing data without migrating. Try new clouds or platforms while keeping your data exactly where it is.
Time Travel & Audit
Query any dataset at any point in its history. Reproduce audit scenarios on demand, see exactly who accessed what data and when, and trace policy changes over time.
Simplified Compliance & Governance
Meet GDPR, HIPAA, SOC 2, and sector-specific regulations with built-in data lineage, full traceability, and cell-level access controls that extend your existing policies.
Cross-Org Data Sharing
Share governed data products with partners, subsidiaries, or regulators without duplicating datasets. One secure virtual interface, zero copies.
Why Dataflare
Built for the era of distributed data.
The fastest path from data to insight
The simplest, quickest way to access and consume data for Analytics & AI/ML — no pipeline engineering required.
Reduce your hackable surface area
Queries only expose data that ends up in the final result. Enhanced governance insights let you instantly recreate complex audit scenarios.
At least 50% cheaper queries
No fixed infrastructure overhead. Serverless querying means you pay for compute only when you need it — and our engine does more with less.
Full data strategies in days
Deploy warehouse strategies in days that would take competitors months or years. Your engineering team stays focused on products, not plumbing.
Never locked in again
Dataflare connects to all cloud providers and third-party vendors simultaneously. Add or remove sources without migrating anything.
Comparison
The only platform that does it all.
Dataflare is the only player with an integrated, end-to-end data management platform — no data movement, true fine-grained access, and full cloud-agnosticism.
| Feature | Dataflare | Databricks | Snowflake | AWS | Immuta | Dremio |
|---|---|---|---|---|---|---|
No Data Movement Query data in-place without copying or migrating | ||||||
Fine-Grained Access Control Cell-level, attribute-based policies without custom code | Partial | Partial | Partial | |||
Cloud-Agnostic Works across AWS, GCP, Azure, and on-prem simultaneously | ||||||
Deployment Time How long until your first query runs | Minutes | Weeks | Weeks | Months | Weeks | Weeks |
Query Cost Relative cost per query vs. industry average | 50% cheaper | Standard | Standard | Standard | N/A | Standard |
Ready to fix your
data foundation?
Join enterprises that deploy full-scale data strategies in days — not months. See Dataflare live in 30 minutes.