
4 Best Practices to Enhance Your Data Ingest Process
Discover best practices to enhance your data ingest process for improved quality and efficiency.
The Problem
More data. More systems. More regulations. The result? Broken trust, unclear ownership, audit risk, and decisions built on uncertainty.
Assets are scattered across systems. Finding answers still depends on tribal knowledge.
Discovery
Without lineage, small changes create downstream failures nobody sees coming.
Trust
Classification and lineage are mandatory. Most teams still rely on manual documentation.
Compliance
Weeks spent chasing documentation, ownership, and lineage shouldn't be normal.
Auditability
Decube - The solution
Catalog assets, trace lineage, monitor quality, and enforce governance—all from a single platform built for regulated enterprises.
Automatically discover assets, ownership, and relationships across your data ecosystem.
80% faster asset discovery
Track every data field from source to report. Understand impact before changes happen.
Zero surprise breakages
Detect schema drift, stale data, and anomalies before they impact reporting or decisions.
65% faster incident response
Classify sensitive data automatically, enforce policies, and stay audit-ready at scale.
60% less governance effort











Measurable impact
Regulated data teams see measurable results within 90 days—not projections, proven outcomes.
Find the right asset in seconds.
Discovery
Resolve issues before they impact reporting.
Reliability
Reduce manual compliance work.
Compliance
Automate quality validation checks.
Efficiency
Understand impact before changes happen.
Engineering
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Trusty AI
Trusty AI lets teams ask questions in plain English and get answers grounded in governed metadata, lineage, and quality signals—not assumptions.
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Built for governance teams responsible for compliance, traceability, and trust across complex data ecosystems.
Deliver trusted reporting, lineage, and audit-ready governance at scale.

MAS & BCBS 239 compliance lineage

Trusted risk and finance KPIs

Enterprise-wide PII classification

Audit-ready regulatory reporting
Govern policyholder, claims, and transaction data with full traceability and control.

End-to-end claims lineage

Sensitive data classification & masking

Real-time transaction quality monitoring

Documented remediation workflows
Manage complex data estates with consistent governance, trust, and visibility.

Multi-cloud governance at scale

Customer 360 trust and lineage

Pipeline monitoring and observability

Cross-domain KPI standardization
Trusted by organizations operating under OJK, BNM, MAS, and APRA regulatory frameworks across APAC.
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Rated 4.6/5 on
Automation of Monitors
Data Lineage
Their data contract module is amazing which virtualises and runs monitors.
Big fan of their UI/UX, it simple but managing all the complex task.
My team uses on a daily basis.
Seamless integration with all the data connectors. We also liked the new dbt-core connector directly integrated with Object storage.
Automated Column-Level lineage
Perfect blend of Data Catalog and Data Observability modules.
Business users are able to understand if the reports /dashboard have issues / incidents.
Personally liked the monitors by segment since we have mulitple business it provides incidents breakdown by attributes.

UX and UI, features, flexibility and excellent customer service. People like Manoj Matharu took the time to understand my business and data needs before trying to solution.
One of the best-designed data products. Our complete data infra is getting observed and governed by decube. My fav is the lineage feature which showcases the complete data flow across the components.
What I appreciate most about Decube is its intuitive design and the way it supports maintaining data trust. The platform allows for straightforward monitoring of data quality, making it easier to detect issues early on.One of the most valuable aspects is the transparency it brings to our data pipelines, which also streamlines collaboration among teams. The greatest benefit is the assurance that our data remains accurate, consistent, and prepared for decision-making, all without the need to spend countless hours troubleshooting.

Decube is packaged of solution for us. We were struggling to find one good tool in which we can intigrated with our existing data stack we are using mysql. As a DevOps we used to write crond jobs to check data quality but when we adapt this tool the work and quality both are improved. I highly recommend !

Safeguarding your information with industry-leading standards.

Ensuring your information is protected with the highest level of integrity.

Ensuring the confidentiality and integrity of your healthcare data.

Protecting personal data with robust privacy and security measures.

Your data is encrypted in motion with TLS and at rest with AES-256.

Spend less time fire-fighting data incidents and build trust with internal stakeholders from reliable data.

Get complete visibility and understanding of data going into AI/ML models to develop accurate models for real business impact.

Discover quickly the data you need to make informed decisions and break down data silos between teams.