decube
Decube is a Singapore-based unified Data Trust Platform that provides data observability, discovery, governance, and column-level lineage for enterprises in regulated industries. It serves banks, insurers, and telecom operators with AI-assisted metadata management and APAC-native regulatory compliance.
- Company typePrivate
- Founded2022
- HeadquartersSingapore, Singapore
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What decube does
Decube (legal entity Decube Data Pte Ltd) is a Singapore-incorporated software vendor that sells a unified Data Trust and Context Platform to enterprises in regulated industries. The product combines metadata management, column-level lineage, data observability, data governance, data quality monitoring, pipeline observability, data contracts, and a business glossary inside a single platform, and is delivered through three regional deployments (US, EU, APAC) to satisfy data-residency and regulatory requirements. Customer logos are concentrated in banking, financial services, insurance, and telecommunications across APAC, North America, and Europe, including MUFG, Fulton Bank, EnterCard, PT Superbank, Koinworks, Kollect, Floward, Adda247, Aqemia, Talabat, Bonsai, and Xepelin.
The platform's core technology stack includes automated metadata synchronization and column-level lineage across Snowflake, Databricks, BigQuery, Redshift, Azure Synapse, SingleStore, dbt, and Apache Airflow; ML-powered anomaly detection for schema changes, duplicates, nulls, volume, and freshness; and a Persistent Profiling engine that retains every profile run as a Continuous Statistical Baseline. Trusty AI is the AI assistant layer that converts natural language to SQL and surfaces answers grounded in lineage, ownership, and governed metadata, and the platform exposes MCP (Model Context Protocol) connections so external AI agents can consume Decube's context. The architecture is SOC 2 Type II, ISO 27001, HIPAA, and GDPR compliant, with a stated policy of not routing customer metadata to public LLMs.
Decube operates a SaaS subscription model on a quote-based enterprise sales motion, with implementation and channel partners (Wipro as a core SI partner, plus Ascendion, Tiger Analytics, and APAC resellers Blue Orange, Assimil8, Inivate, Info Via, and Rubix). The company has raised approximately US$5 million in total venture funding, led most recently by a US$3 million seed round from Taiwania Hive Ventures in January 2026, and is led by CEO and Founder Jatin Solanki with CTO Izzudin Hafiz. Headcount is in the 11–50 range and the company is private.
decube firmographics
Firmographics- Name
- decube
- Legal name
- Decube Data Pte Ltd
- Website
- https://decube.io
- Company type
- Private
- Founded year
- 2022
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Decube is a Singapore-based unified Data Trust Platform that provides data observability, discovery, governance, and column-level lineage for enterprises in regulated industries. It serves banks, insurers, and telecom operators with AI-assisted metadata management and APAC-native regulatory compliance.
- Ownership category
- akta.pro rank
decube industry classification
Industry- Product category
- Data Observability and Governance Platform
- NAICS
- Software Publishers (5132), Custom Computer Programming Services (541511)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Data Platform (Unified Data & Analytics) Suites (HDAEABAD)
- akta.pro secondary industries
- Data Governance Platforms (Policies, Stewardship, Workflows) (HDAEADAB), Metadata, Catalog & Semantic Layer for Data Platforms (HDAEABAJ), Data Quality, Profiling & Cleansing (HDAEADAD), Training Data Management, Versioning & Lineage (HDAAALAD)
Keywords
Where decube is headquartered
LocationHeadquarters
- HQ city
- Singapore
- HQ country
- Singapore
- HQ region
- Asia
Offices4 records
Markets served
decube business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations
Revenue model
- SaaS Subscription: Cloud-based SaaS platform with subscription pricing tiers. Platform is offered as a service with regional deployments (US, EU, APAC) and includes metadata management, governance, lineage, and observability capabilities.
Go-to-market motion1 record
Distribution channels3 records
Marketing channels6 records
decube product offering
Product offeringCore offering
Decube operates a unified Data Trust and Context Platform that combines metadata management, automated column-level lineage, data observability, and governance into a single SaaS system for enterprise data and AI workloads. The platform serves regulated enterprises with AI-ready context, ML-powered anomaly detection, persistent profiling, and a Trusty AI assistant that converts natural language queries into SQL against governed metadata.
Product overview
Decube is a unified Data Trust and Context Platform designed for enterprise AI, combining multiple modules into a single integrated system. The core platform comprises Metadata Management (for data discovery and cataloging), Data Governance (for policy enforcement and compliance), Column-level Lineage (for tracking data flow at granular level), Data Products (for data mesh/decentralization), Pipeline Observability (for monitoring pipeline performance and SLA compliance), Data Observability (for quality monitoring), and Business Glossary (for connecting data and business terminology). Trusty AI serves as the platform's AI assistant layer, enabling natural language queries and automated metadata generation. The platform is built for regulated industries (Banking, Financial Services, Insurance, Telecom) with enterprise-grade security certifications.
Differentiator
Problem solved
Functional benefit
Brands
- Trusty (Decube AI): AI-powered data assistant that lets teams ask questions in plain English and get answers backed by lineage, governance, and data context.
Products and services
- Metadata Management Automated discovery, understanding, and organization of data assets across the enterprise data ecosystem, with advanced filtering, curation workflows, and a dynamic knowledge base for documentation.
- Data Governance Governance solution providing automated data classification, policy management, approval workflows, and access controls to standardize and build trust in enterprise data.
- Column-level Lineage Automated column-level lineage tracing data flow from source to use, with manual lineage bridging, impacted-asset notification, and API-based lineage updates for precise root-cause analysis.
- Data Observability ML-powered anomaly detection and monitoring for schema changes, duplicates, nulls, volume, and freshness, with preset field monitors, smart alerts, and reconciliation capabilities.
- Data Products Module that enables data mesh adoption through decentralization with autonomous, linked data domains across the organization.
- Pipeline Observability Real-time monitoring of ETL job progress and pipeline health with integration to Slack and MS Teams for instant failure alerts and SLA compliance.
- Business Glossary Shared vocabulary module that connects data assets to business definitions, ensuring consistent terminology and interpretation across the organization.
- Trusty AI AI assistant that lets teams ask data questions in plain English and get answers backed by lineage, governance, and data context, converts natural language into SQL, and surfaces data quality issues.
- Persistent Profiler High-fidelity profiling module that creates a continuous statistical baseline of data health with reverse-chronological memory, tracking null rates, distinct counts, and distribution shifts for AI agent reasoning.
Quantifiable outcome
- 80% faster data asset discovery
- +5 more outcomes
Companies that use decube
Customer profileNamed customers12 records
Segments6 records
Ideal customer profiles3 records
decube technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration17 records
AI capability7 records
Feature10 records
decube partnerships and signals
Strategic signalPartnerships
13 partnerships are on record, tiered core and minor.
- Microsoft AzurecoreTechnology integration partnership. Decube platform integrates with Microsoft Azure for cloud data management and governance capabilities.
- Amazon Web Services (AWS)coreTechnology integration including AWS Glue connector and AWS Redshift integration for automated lineage and metadata management.
- Google CloudcoreIntegration with Google Cloud including BigQuery connector for data governance and observability.
- SnowflakecoreDeep integration with Snowflake data warehouse for automated metadata synchronization, lineage tracking, and data quality monitoring.
- DatabrickscoreIntegration with Databricks for unified data governance and lineage across Databricks workloads and notebooks.
- WiprocoreStrategic implementation partner helping deploy Decube solutions for enterprise customers.
- AscendionminorImplementation partner providing consulting services for Decube platform deployment.
- Tiger AnalyticsminorAnalytics consulting partner helping customers implement data governance and observability solutions.
- Blue OrangeminorChannel partner providing distribution and resale services for Decube in target markets.
- Assimil8minorChannel partner for Decube distribution and implementation services.
- InivateminorChannel partner providing Decube solutions to customers in target markets.
- Info ViaminorChannel partner for Decube platform distribution.
- RubixminorChannel partner for Decube solutions distribution in Asia Pacific.
Scale indicators8 records
Recent moves6 records
Expansion highlights6 records
decube competitors and assessment
Company assessmentBroad incumbents
- Talend: Talend (now part of Qlik) offers data integration, quality, and governance across enterprise environments. It competes with Decube's governance and metadata capabilities as part of a broader data management suite rather than a unified SaaS platform.
- Alation: Alation is a data catalog incumbent used by large enterprises for data discovery and governance. Decube's comparison content (Alation vs Decube) confirms direct overlap in metadata management, search, and catalog functionality.
- Collibra: Collibra is an established data intelligence and governance platform with broad enterprise penetration. Decube directly publishes Collibra vs Decube comparison content, indicating they view Collibra as a primary competitor despite Collibra's larger portfolio and global enterprise footprint.
- Informatica: Informatica is a long-standing data integration and data governance suite used by large enterprises. Its CLAIRE governance engine competes with Decube's unified governance and lineage, though Informatica's broader portfolio spans ETL, MDM, and integration beyond Decube's scope.
Direct peers
- Monte Carlo: Monte Carlo is a data observability platform focused on data downtime, freshness, and schema monitoring — the exact observability capabilities that Decube bundles alongside governance and lineage. Both compete for the same enterprise data engineering and CDO buyer.
- Bigeye: Bigeye is a data observability platform offering anomaly detection, freshness monitoring, and lineage — the same capability cluster that Decube packages as its Data Observability and Column-Level Lineage modules. Both target the same data engineering buyer.
- Atlan: Atlan is a modern data catalog and governance platform targeting the same enterprise data teams with active metadata, lineage, and governance. Decube explicitly publishes comparison content against Atlan (Atlan vs Decube), signaling direct overlap in the unified data catalog/governance category.
- Data.world: Data.world is a cloud-native data catalog with knowledge graph capabilities, offering discovery, governance, and lineage for enterprise data teams. It competes with Decube's Metadata Management and Business Glossary modules in the same enterprise buyer conversation.
Emerging players
- Great Expectations: Great Expectations is an open-source data quality framework used by data engineering teams for validation and testing. It overlaps with Decube's Data Observability and Data Contracts capabilities but lacks the unified governance and lineage layer.
- Soda: Soda is a data quality and observability tool that monitors data pipelines and surfaces anomalies. While narrower than Decube's full platform, Soda competes directly in the data quality and testing layer that Decube addresses with its 94% reduction in manual testing metric.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key highlights7 records
Customer concentration
decube social profiles
Digital presencedecube compliance and trust
Trust signalCompliance5 records
decube financial estimates
Financial estimateRevenue estimate
Valuation estimate
decube leadership team
Management profileNumber of profiles
Profiles2 records
decube funding detail
Funding detailFunding overview
Funding rounds3 records
Investors3 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
decube M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about decube
What does decube do?
Decube operates a unified Data Trust and Context Platform that combines metadata management, automated column-level lineage, data observability, and governance into a single SaaS system for enterprise data and AI workloads. The platform serves regulated enterprises with AI-ready context, ML-powered anomaly detection, persistent profiling, and a Trusty AI assistant that converts natural language queries into SQL against governed metadata.
Is decube a public or private company?
decube is a private company. It is classified as venture growth investor backed and is currently operating.
When was decube founded?
decube was founded in 2022. It employs 11 to 50 people.
Where is decube based?
decube is headquartered in Singapore, Singapore, in the Asia region.
How does decube make money?
One revenue line is on record: saaS Subscription.
Who are decube's main competitors?
Broad incumbents on record are Talend, Alation, Collibra and Informatica. Direct peers are Monte Carlo, Bigeye, Atlan and Data.world. Emerging players are Great Expectations and Soda.
Does decube have an API?
Yes. Decube provides API access for updating data lineage directly through APIs, bypassing the need for manual updates via the user interface. This enables seamless integration with existing workflows for faster and more efficient management of data lineage. The platform also supports MCP (Model Context Protocol) connections for delivering context to AI agents at query time. Developer documentation is at docs.decube.io.
What industry is decube in?
decube's product category is Data Observability and Governance Platform. Its primary akta.pro industry code is HDAEABAD, Data Platform (Unified Data & Analytics) Suites, with a secondary code of HDAEADAB, Data Governance Platforms (Policies, Stewardship, Workflows). Its NAICS code is 5132 and its SIC code is 7372.