Ardoq Labs

What's New in Ardoq Labs

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

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.

Explore bold ideas

Explore bold ideas

We prototype cutting-edge AI in context.

Learn <br>Together

Learn together

Your feedback shapes what sticks.

3

Shape the next evolution of Ardoq

Help decide which experiments graduate to Ardoq core.

What's currently brewing in Ardoq Labs

agent-orchestration-2
Closed beta

Agent orchestration

We're exploring how to chain multiple AI agents into end-to-end workflows on your architecture graph, so one-off answers give way to multi-step, repeatable analysis.

What we're exploring

  • Agents that hand off to one another automatically
  • A visible plan showing each step before it runs
  • Every step grounded in your EA graph, not a black box
Learn more about Agent orchestration
grounded-ai-answers
Active experiment

Grounded AI answers

We're testing a way to generate graph queries directly from plain language, so every AI answer is grounded in your architecture data, not just pattern-matched text.

Why it matters

  • Answers trace back to the exact components and relationships behind them
  • Fewer hallucinated or approximate responses
  • Every answer is verifiable and audit-ready
Learn more about Grounded AI answers
time-travel-reporting
Just starting

Time travel reporting

We're prototyping the ability to query your architecture as it looked at any point in time, so you can compare states before and after a change without waiting on a snapshot.

What we're exploring

  • A time slider for reports and search
  • Comparing cost, risk, or structure before vs. after a migration
  • Bringing historical context into the AI Assistant's answers
Learn more about Time travel reporting
See all experiments
100+

AI Experiments
Since 2023

30+

Beta features
in production

99%

Ardoq CSAT
across the board

34K+

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
build-your-own-agents

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