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Overview

Most organizations have already invested heavily in a modern data lakehouse. Platforms like Snowflake and Databricks deliver powerful storage and compute at scale.

But many teams still struggle with the same  challenge:

It still takes a long time to deliver trusted, business-ready data for AI, analytics, and self-service.

Denodo helps organizations accelerate the return on their data lakehouse investment by solving the last-mile challenges of data integration, governance, semantics, and real-time delivery. Without replacing or disrupting your lakehouse, the Denodo Platform makes it easier to turn data into outcomes faster, at lower cost, and with less operational complexity.

See the Proven ROI of Extending Your Lakehouse with Denodo

Download the independent ROI study to learn how organizations achieved 3–4× faster insights, reduced data engineering effort, and realized measurable cost savings, by using Denodo alongside their lakehouse.

Download the roi report

What Is Denodo’s Role in a Lakehouse Architecture?

Denodo acts as a logical data management layer that sits alongside your lakehouse to unify, govern, and deliver data from across your enterprise.

Instead of forcing all data into the lakehouse, Denodo:

  • Connects to lakehouse data and distributed sources in real time
  • Applies consistent business semantics and governance
  • Delivers curated data products to BI tools, AI models, and applications via a business-friendly Data Marketplace for self-service discovery and access.

This approach enables organizations to use their lakehouse where it adds the most value, while avoiding unnecessary data movement, duplicated pipelines, and spiraling consumption costs.

ROI

Why Lakehouse Investments Often Fall Short of Expected ROI

Lakehouses excel at storage and processing, but many organizations encounter common challenges once they try to scale usage across the business:

  • Data engineering teams become bottlenecks as new pipelines and models are required for every request.
  • Business users struggle to find and trust data due to inconsistent definitions.
  • AI initiatives stall because data is not governed, explainable, or delivered in real time.
  • Costs rise as more workloads compete for lakehouse compute.

Denodo addresses these challenges by decoupling data consumption from physical data movement, enabling faster delivery without adding architectural complexity.

How Denodo Accelerates Value from Your Lakehouse

Deliver Business-Ready Data Faster

Denodo provides a shared semantic layer that defines metrics, relationships, and business meaning once, and reuses them everywhere. This dramatically reduces the time required to prepare data for analytics, self-service, and AI.

Organizations using Denodo alongside a lakehouse report 3–4× faster time-to-insight and 75% less data engineering effort, according to an independent analysis.

Enable AI and Agentic Workloads with Trusted Data

AI models and agents depend on accurate, governed, and explainable data. Denodo provides a single point of access where policies, lineage, and semantics are consistently applied across all sources, not just the sources that live in the lakehouse.

This makes it easier to:

  • Feed AI models with real-time, trusted data
  • Reduce risk related to bias, privacy, and compliance
  • Accelerate GenAI and agentic AI initiatives without rebuilding pipelines

Scale Self-Service Without Losing Control

Centralizing data, in-and-of-itself, does not deliver democratization. Denodo provides a business-ready Data Marketplace that goes beyond technical data lakehouse catalogs, making trusted data easy for business users to find, understand, and use. By surfacing consistent business semantics, Denodo enables scalable self-service without sacrificing governance or control.

Optimize Performance and Control Costs

Rather than copying and persisting more data into the lakehouse, Denodo intelligently federates and optimizes queries across systems. This minimizes unnecessary replication and helps control consumption-based costs.

In many deployments, Denodo also accelerates lakehouse query performance while reducing infrastructure overhead, helping organizations do more with the investments they have already made.

Four Reasons Why Denodo Makes Your Lakehouse Work for AI and Self-Service

Semantic Unification of All Data

A universal semantic layer enables consistent definitions across lakehouse, SaaS, and operational systems, so people and AI can think and reason from the same trusted context.

A Business-Ready Data Marketplace

Enables governed self-service by giving business users a single place to discover, understand, and access trusted data with consistent definitions and context.

Federated Governance with Central Oversight

Policies are defined once and enforced everywhere, supporting compliance, privacy, and fine-grained access, without slowing delivery.

Real-Time Delivery Without Excess Replication

Denodo provides live access to distributed data when needed, avoiding batch delays and expensive always-on ingestion pipelines.

Proven ROI from Lakehouse Investments

Research by independent analyst Veqtor8 shows that organizations using Denodo alongside a modern data lakehouse achieved:

$3.6M in cost avoidance over three years

345% ROI with payback in under seven months

Significant reductions in integration, governance, and engineering effort

These gains come not from replacing existing platforms, but from making lakehouse investments more efficient, scalable, and business-ready.

Increase and Accelerate ROI from Your Lakehouse Investment

Your lakehouse is already in place. The opportunity now is to get more value from it.

Talk with a Denodo expert to see how organizations are accelerating AI initiatives, scaling self-service, and reducing costs by extending their lakehouse with a logical data layer.

Contact us to learn how Denodo can help you accelerate ROI from your lakehouse.

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