Friday · October 23, 2026

 ·  Daily  ·  Newsletters

Resonance network: Quantum InsiderSpace Insider

Decube Secures $3M to Build Context Layer Powering Enterprise AI

Insider Brief

  • Decube raised $3 million in new funding led by Taiwania Hive Ventures, with participation from Iterative and 500 Global, bringing total funding to $5 million.
  • The company provides a data context and trust layer that sits between raw enterprise data and AI systems, helping organizations operationalize AI by ensuring lineage, ownership, quality, and governance are built into workflows.
  • Founded by CEO Jatin Solanki, Decube plans to use the funding to expand globally with a focus on APAC, supporting regulated industries such as banking, telecoms, and large enterprises moving AI from pilots to production.

PRESS RELEASE — Decube, a data trust and context platform for enterprise AI, has raised USD 3 million in its latest funding round*, which is being led by Taiwania Hive Ventures, with participation from Iterative and 500 Global.

The funding will support Decube’s global growth, continued product innovation, and rapid expansion across the APAC region, as enterprises increasingly look to operationalize AI on top of data they can trust.

The Context Data Layer Enterprises Need

As organizations invest heavily in AI, many are discovering a hard truth: AI systems are only as effective as the context provided to them. While enterprises have modern data platforms, warehouses, and pipelines, they often lack a unified way to explain what their data actually means, where it comes from, how it changes, and whether it should be trusted.

Decube is building what many enterprises are missing: a context layer for data.

In practical terms, Decube sits between raw data systems and AI or analytics use cases, providing the critical context required for responsible and scalable decision-making. This includes understanding lineage, ownership, quality, and usage policies — without relying on manual documentation or disconnected tools.

For business and data leaders, this context layer becomes the foundation that allows AI initiatives to move from experimentation to production with confidence.

Commenting on the success of this latest funding round, Jatin Solanki, Founder and CEO of Decube said: “Decube was founded on a simple insight: enterprises can’t scale AI without a trusted context layer across their data. This round validates what we are seeing at the heart of almost every large business: enterprises are racing to deploy AI, but most are still missing the context layer that makes AI reliable at an enterprise level. This funding allows us to move faster, expand strategically across APAC, and help our clients turn trusted data into production-grade AI, not experiments. We are building the foundation that lets AI actually work in the real world.”

With this funding, Decube plans to deepen its global footprint while expanding rapidly across the APAC region, where enterprises are modernizing data estates and preparing for AI at scale. The company will invest in product capabilities, regional partnerships, and enterprise deployments aligned with this growing demand.

The Missing Foundation Behind Enterprise AI Adoption

Decube’s platform helps enterprises move beyond fragmented metadata, spreadsheets, and tribal knowledge by unifying data understanding into a single system. This enables organizations to:

  • Know where data originates and how it is transformed
  • Establish accountability and ownership across data assets
  • Continuously assess data reliability before it is consumed
  • Provide trusted, explainable inputs to analytics and AI systems

This approach is increasingly critical for regulated and data-intensive industries, where AI adoption must balance speed, trust, and accountability.

Reflecting on the funding opportunity, Tawania Hive Co-Founder and Managing Partner Yan Lee said: “We were drawn to Decube because of the clarity of the problem they are solving and the strength of the team executing against it. As AI adoption moves from pilots to core enterprise systems, the need for scalable, production-grade data foundations is becoming non-negotiable. Decube is building a category-defining platform with strong early traction in regulated industries, and we are excited to support the company as it scales across Asia Pacific.”

Decube is already supporting enterprises across highly regulated industries including regional banks, financial institutions, telcos, and global corporates. In Indonesia, PT Superbank, which recently went public, is using Decube as part of its AI foundation to ensure that the data powering analytics and AI is governed, traceable, and ready for production use.

This reflects a broader shift among Chief Data Officers: moving from isolated governance initiatives toward operational data trust embedded directly into data workflows.

*With this round Decube completes 5 million in total funding. Other investors include Orvel Ventures and First Move Fund.

About Decube

Decube provides the trusted data context that AI and analytics depend on. It provides enterprises with a unified layer to understand, trust, and operationalize their data — bringing together lineage, metadata, quality signals, and controls into a single foundation. Decube enables organizations to build analytics and AI systems on data that is not just available, but explainable and trustworthy.

SOURCE

James Dargan
About the author
James Dargan

James Dargan is a writer and researcher at The AI Insider. His focus is on the AI startup ecosystem and he writes articles on the space that have a tone accessible to the average reader.

Trending today

An American flag with white stars on a blue field above red and white stripes
Policy & Government

U.S. Orders Federal Agencies to Remove DeepSeek AI Products Over National Security Concerns

Business & Markets

YGO Announces €8M Series A to Build AI Infrastructure Layer for Travel Industry

Business & Markets · Startups

Eka Robotics Raises $150M Series A to Scale Vision-Force-Action Model for Dexterous Robots

A glossy glass cube with the Microsoft logo on a dark surface
Technology & Infrastructure · Applications & agents

Microsoft Adds Guardian Agents to Treat Enterprise AI Agents as Potential Insider Threats

a blurry photo of a colorful object
Technology & Infrastructure · Models & LLMs

Google Open-Sources TorchTPU to Challenge Nvidia’s Grip on AI Development

The AI economy, every weekday morning

The daily briefing on LinkedIn. Free, one tap to follow.

Exclusives

Exclusive

South Korea’s AI G3 Strategy: Decoded

Scale-ups to Watch

10 Switzerland-Based AI Scale-Ups You Need to Know in 2026

network, blockchain, digital, hand, web, community, artificial, intelligence, steering, interfaces, bokeh, future, digitization, transformation, change, blockchain, blockchain, blockchain, blockchain, blockchain, transformation
Exclusive

Why Crypto Could Be AI’s Payment Layer: BlackRock Sees Stablecoins Connecting Commerce and Compute

AI Predictions
Exclusive

Why AI Predictions Often Get The Technology Right But The Timeline Wrong

Scale-ups to Watch

10 CEE & Baltics-Based AI Scale-Ups You Need to Know in 2026

More in Business & Markets

Latest from the same section
Business & Markets · Startups

Fort Robotics Secures $20M in New Funding Ahead of Planned Public Listing

11 hours ago
Physical AI · Defence & Autonomous Systems

Reliable Robotics Raises Another $115M, Pushing Series D to $275M in Funding

13 hours ago
Business & Markets · Startups

Enact Emerges From Stealth With $30M in Pre-Seed Funding to Build Force-and-Touch Robot Intelligence

15 hours ago
Business & Markets · Startups

Italy’s Generative Bionics Plans Physical AI Data Factory Network for Industrial Humanoids

1 day ago

The AI economy, every weekday morning

The daily briefing plus the weekly Scale-ups to watch edition. Free, no spam, unsubscribe any time.