Distill raw data into market-ready data
Build data pipelines visually. Enforce quality gates automatically. Generate BI dashboards instantly. Purpose-built for financial services.
Purpose-built for financial services
The Problem
Your data infrastructure is held together with duct tape
Financial services teams spend 70% of their time on plumbing, not insights. Five tools for one pipeline. Zero visibility across teams. Compliance bolted on as an afterthought.
Fragmented toolchains
Your team juggles 5+ tools for ingestion, transformation, quality, and governance. Nothing talks to each other.
Compliance as an afterthought
PII leaks through pipelines because classification and masking are bolted on, not built in.
Invisible data quality
Bad data reaches production because quality gates only exist in spreadsheets, not in pipelines.
Locked to one cloud
Your platform works on Snowflake. Or BigQuery. Or Databricks. Never all three.
The Solution
One platform for complete data refinement
Cupel replaces your fragmented toolchain with a single, unified data platform. Build visually. Enforce compliance automatically. Deploy to any cloud.
One platform, every layer
Ingest, transform, validate, govern, and publish — all from a visual canvas. No tool stitching.
Compliance from day one
Auto-classify PII, apply masking policies, enforce quality gates, and audit-log every action. Built in, not bolted on.
Quality you can measure
300+ quality checks at every pipeline stage. Bad data gets quarantined. Good data flows to Gold.
Every cloud, every warehouse
Snowflake, BigQuery, Redshift, S3, Azure, GCS — connect anything from day one. No vendor lock-in.
Visual and code, in sync
Build pipelines on a drag-and-drop canvas. Switch to SQL or Python anytime. Both views stay in sync.
Pipeline to dashboard in minutes
Gold-layer data auto-generates Power BI dashboards with pre-built financial KPI templates.
Features
Everything you need to build data pipelines
From visual pipeline building to cost monitoring, Cupel covers the complete data engineering lifecycle.
Architecture
Five layers of progressive data refinement
Scroll to explore each PRISM layer, or click any letter to jump directly.
PRISM Layer
Protected Raw
Compliance-first ingestion. Every record is PII-scanned, classified, and stored with an immutable audit trail before any transformation begins.
PRISM Layer
Refined
Cleaned, typed, and deduplicated. Quality gates enforce data standards with 300+ automated checks before data progresses.
PRISM Layer
Intelligence
Entity resolution, regulatory rule enforcement, and alignment with your enterprise data model. Raw becomes meaningful.
PRISM Layer
Semantic
Platform-governed KPI definitions and metric consistency. Every team speaks the same data language across all BI tools.
PRISM Layer
Market-Ready
Published data products with access policies, SLAs, ownership, and cost attribution. Ready for consumption across the enterprise.
Security & Compliance
Compliance is architecture, not an afterthought
Automatic PII detection, column-level masking, complete audit trails, and regulatory readiness — built into every pipeline from day one.
| Name | SSN | Amount | |
|---|---|---|---|
| Sarah Chen | s.chen@corp.io | 412-55-8901 | $12,450 |
| James Miller | j.miller@fin.com | 789-12-3456 | $8,200 |
| Elena Rodriguez | e.rodriguez@bank.net | 321-67-4532 | $45,100 |
| Michael Park | m.park@trade.org | 654-98-7210 | $3,750 |
Enterprise-grade security
- Automatic PII detection and classification
- Column-level data masking policies
- AES-256 encryption at rest, TLS 1.3 in transit
- Complete audit trail for every action
- Role-based access control (RBAC)
- BCBS 239 and MiFID II readiness
SOC 2
On roadmap
GDPR
On roadmap
HIPAA
On roadmap
47 Integrations
Connect to your entire data stack
Data warehouses, databases, streaming platforms, SaaS apps, and BI tools. Click any connector to learn more.