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Governed · AI-native data discovery

UNEXPLO — governed, AI-native data discovery

A governed, AI-native discovery engine — dbt, Kedro, and Obsidian — modular enough to adapt to any requirement, abstract enough to avoid noisy logic, and built to respect your freedom of choice.

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The idea

Make requirements less dumb.

Rapid prototyping lets you write requirements that actually make sense to your engineering teams. Tight integration makes the handoff seamless. Companies that work this way scale faster than those that don't.

So Unexplo is built to get you from a vague question to a clear, governed answer — fast — without locking you into anyone's stack. Choose the right tools for a scalable future.

Core engine

Built on tools you can trust

Three open, battle-tested tools form the discovery engine — modular enough to adapt to any requirement, abstract enough to avoid noisy logic.

01

dbt

Transformation & lineage

Modular, version-controlled transformations give every metric a traceable, governed lineage — no black boxes.

02

Kedro

Pipelines & orchestration

Reproducible, structured pipelines turn exploratory work into production-grade data flows you can trust.

03

Obsidian

Knowledge & discovery

A linked knowledge graph keeps context, decisions, and discovery connected to the data itself.

Principles

Every letter earns its place

U·N·E·X·P·L·O — the seven principles the engine is built to uphold.

  1. Unified

    One discovery surface across your whole stack.

  2. Native

    AI-native from the core engine outward.

  3. Exploration

    Rapid prototyping over rigid, dumb process.

  4. eXtensible

    Adapts to any business analytics system.

  5. Prototyping

    Requirements that make sense to engineers.

  6. Lineage

    Governed, traceable, and auditable by default.

  7. Orchestration

    Seamless handoff into production.

Compatibility & handoff

Onboard fast. Leave whenever you want.

Adapts to your system

Built-in compatibility and handoff processes let Unexplo slot into any business analytics system you already run. No rip-and-replace, no noisy logic — it adapts to your requirements, not the other way around.

No lock-in, ever

The same handoff that gets you onboarded quickly also lets you walk away at your choice. Your lineage, models, and knowledge stay portable and open — we respect your freedom of choice by design.

Choose the right tools for a scalable future.

See whether Unexplo fits the way your teams already work.

Get in touch