What's New in Ardoq Labs

An experimentation space where we prototype bold, AI-first features and you help shape how Ardoq evolves.

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AI Moves Fast. We Move (and Learn) Faster

At Ardoq, innovation doesn’t wait. Ardoq Labs is where we explore emergent ideas.
Some become features, some pivot into new concepts, others teach us what not to build.
We build in public, and your participation helps ground those ideas in reality.

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Explore
Bold Ideas

We prototype cutting-edge AI in context.
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Learn
Together

Your feedback shapes what sticks.

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Shape The Next
Evolution of Ardoq

Help decide which experiments graduate to Ardoq core.

What’s Currently Brewing In Ardoq Labs

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Chat with Ardoq 2.0: Screen-Aware, Context-Rich Assistance

We’re testing an enhanced version of Chat with Ardoq that can interpret light, privacy-safe context from your current workspace. The goal is to make the assistant more aware, more relevant, and more useful as you model, analyze, and collaborate.

What we're exploring

  • Screen awareness (privacy-safe): Letting the assistant understand the type of view, object, or workspace you’re in to tailor its responses.
  • Smarter suggestions: Nudges and next-step prompts based on what you’re working on, without taking action automatically.
  • Guided workflows: Step-by-step help for creating, updating, or analyzing architecture elements.
  • Faster navigation: Reducing clicks and helping users move through complex tasks more easily.

Status: Active Experiment

Learn More

Gremlin queries

Generate Gremlin Queries from Natural Language

We’re exploring a faster, more intuitive way to search architecture data. This experiment lets you describe what you’re looking for in plain English, and Ardoq automatically translates it into Gremlin queries or advanced search logic.

Why it matters

  • No more memorizing Gremlin syntax
  • Complex graph queries become accessible to everyone
  • Speeds up impact analysis, dependency mapping, and what-if scenarios

Natural Language to Advanced search is the first spinout initiative from our NL to GREMLIN experiment and we will release it in beta during the coming weeks.

Status: Active Experiment

Learn More

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Foundation Data Quality Agent

The newest Labs experiment focuses on improving architecture data quality automatically, using AI to validate, detect gaps, and propose fixes.

Goals:

  • Identify missing relationships, incomplete attribute fields, or structural issues
  • Suggest corrections grounded in your metamodel
  • Help new or maturing EA teams maintain reliable, analysis-ready data
  • Reduce time spent on manual data cleanup

This agent represents a foundational step toward automated governance and trustworthy AI-driven EA.

Status: Just Starting

Learn More

Ardoq Labs by the Numbers

50+

AI Experiments
Since 2023

15+

Beta features
in production

99%

Ardoq CSAT
across the board

29K+

Users engaged
with Ardoq innovation

  • All the AI improvements has been awesome, we are planning to implement some of them next quarter. Our goal for the next year is to have agents take on 40% of our EA workload, and since we spend most of our time in Ardoq, we'll definitely be leaning on your help.

    Abbey Cletus
    Head of Strategy, Governance and Automation at Tenneco
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Ardoq Labs at the Core of Ardoq’s AI Strategy

Embedding bold innovation into everything we do:

  • Democratizing EA: making it accessible across your organization
  • Automating insights: for faster decisions, not just bigger models
  • Enabling trust: governance and explainability built in
  • Supporting model flexibility: customers choose frontier LLM or OSS

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