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Decube

Category: AI in Analytics & BI

A unified Data Trust and Context platform designed for the AI era that integrates data observability, cataloging, and governance into a single 'context layer' to ensure enterprise AI readiness. Decube was founded in 2022. The company is led by Jatin Solanki. Based in Kuala Lumpur, Malaysia. Team size: 10-50. Total funding raised: $3.3M. Latest round: Seed ($3.0M, Jan 2025). Key investors include ["Taiwania Hive Ventures","500 Global","Iterative"].

Founded
2022
Headquarters
Kuala Lumpur, Malaysia
Team size
10-50
Total funding
$3.3M

Value proposition

Eliminates the 'garbage in, garbage out' problem for AI by providing a living, connected understanding of data ecosystems, reducing engineering hours, and ensuring data integrity for AI models.

Products and solutions

["Data Observability (Anomaly Detection & SQL Monitoring)","Data Catalog & Metadata Management","Column-level Data Lineage","Data Governance & Access Control","Decube CoPilot (AI-powered Metadata Curation & Text2SQL)","Data Contracts Framework","Data Reconciliation Engine"]

Unique value

Unifies traditionally siloed tools (observability, lineage, and governance) into a single 'Context Layer' specifically optimized for powering enterprise AI agents and models.

Target customer

Data engineers, AI/ML engineers, and compliance officers at mid-to-large enterprises, particularly in highly regulated industries.

Industries served

["Financial Services & Banking","Telecommunications","Fintech","Enterprise Software","Data Analytics"]

Technology advantage

Features an AI-driven CoPilot for automated metadata curation and SOC2 Type II compliance, allowing for rapid deployment in highly regulated environments where data trust is a legal requirement.

How they differentiate

Decube differentiates by unifying traditionally siloed tools—data observability, data catalog, and governance—into a single 'Context Layer' specifically designed for AI readiness. Unlike legacy platforms, it focuses on 'Context Engineering' to ensure AI agents have high-quality, trusted data metadata.

Main competitors

["Monte Carlo","Atlan","Bigeye","Collibra"]

Key partnerships

["Google Cloud (Technology Partner)","Google BigQuery (Integration Partner)","Assimil8 (Strategic Distribution Partner)","Digital Glyde (Strategic Implementation Partner)","Taiwania Hive Ventures (Lead Investor)","500 Global & Iterative (Investment Partners)"]

Notable customers

["Tier-1 Banking Institutions","Telecommunications Providers","Fave"]

Major milestones

["Raised $3M Seed funding led by Taiwania Hive Ventures in January 2025","Achieved SOC2 Type II compliance certification","Launched Decube CoPilot for AI-driven metadata curation and Text2SQL capabilities","Established strategic partnerships with Google Cloud and BigQuery"]

Growth metrics

Achieved SOC2 Type II compliance; expanded platform to include AI-powered CoPilot for automated metadata curation.

Market positioning

Emerging challenger in the Data Trust and Observability space, targeting mid-to-large enterprises in highly regulated sectors.

Geographic focus

Southeast Asia (HQ in Malaysia), Australia, and North America.

Patents and IP

No registered patents disclosed; utilizes proprietary 'Context Engineering' frameworks and AI scoring logic.

About Jatin Solanki

Jatin Solanki has over 18 years of experience in the data domain. Prior to founding Decube, he served as the Group Head of Data Science & Data Engineering at Fave (a leading Southeast Asian fintech platform) and was the Head of Data & Analytics at The Lumery. He has held multiple senior leadership roles focusing on data architecture, observability, and digital transformation.

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