How it works

From question to answer — in seconds

550+ connectors, no data engineering team, no SQL knowledge. Every employee can query business data — and gets a guaranteed correct answer.

The Deterministic AI Layer — the heart of oneAgent

No guessing, no hallucinating — every answer goes through a controlled pipeline with deterministic validation.

Core Engine — Deterministischer AI Layer

LLM / Azure OpenAILanguage understanding & interpretation of the user request

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Semantic LayerMetadata-based mapping of entities, metrics & relations

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Business RulesApplication layer for business logic, filters & calculations

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ValidationDeterministic verification & quality assurance of results

✓ Garantiert korrektes Ergebnis

Wherever your team works

oneAgent integrates seamlessly into existing workflows — from its own chat to automation tools.

●oneAgent Chat

●REST API / Automation

Two paths to your data

Depending on the use case, oneAgent can preload data or query directly from the source in real-time.

ETL Process

Automated data import: data is extracted from source systems, transformed and stored in the data lake. Ideal for complex analyses across many sources.

Extract→Transform→Load → Data Lake

Live Connection (DWH & Databases)

No data copying: oneAgent connects directly to your existing DWH or any other database — the deterministic layer generates SQL and runs queries live. Ideal if you already have a data infrastructure.

Generate SQL→Direct Query

550+ connectors — ready to use

From classic ERP systems to cloud databases and REST APIs — oneAgent speaks the language of your data.

SQL ServerShopwareSAPSalesforceSnowflakeExcel / CSVREST APIs+ 550 more

Ready to get started?

Try free for 14 days — with your own data or our demo data.

Questions about oneAgent or wondering if it fits your use case? Just reach out.