Accelerate AI Value from Your SAP Data

Cirql One makes enterprise data AI-ready — governed, structured, and ready for business reasoning.

Our Trusted Partners

Our Trusted Partners

The Enterprise AI Governance Challenge

Most enterprises are already deploying AI. The challenge isn’t the data, it’s the rules behind it.

Cirql One formalizes the business logic and governance behind your enterprise systems, so AI can act on it reliably, at scale..

Ready to scale AI, but your business logic can't keep up?

You’re not alone. Most enterprises run AI pilots. But scaling means trusting AI with real business decisions, and that requires more than good data.

You already know where you want to go: AI that’s explainable, defensible, and aligned with how your business actually operates.

Cirql One bridges that gap.

We formalize the business logic, rules, and governance from your SAP and enterprise systems, so your AI can act with authority, in weeks,
not months.

No black boxes. No governance shortcuts. No starting from scratch.

The Solution

How Cirql One Turns SAP Data into AI Value

Cirql One connects to your SAP and enterprise systems and extracts not just data, but the business meaning, rules, and logic behind it. It formalizes that reasoning into a governed layer your AI can actually use,
while keeping you in full control.

Business Context Harvesting

Extract meaning, KPIs, customizing logic, and governance directly from SAP and enterprise systems. Not just tables, but the business reasoning built up over decades. Machine- and human-readable. Ready for Snowflake, Databricks, Microsoft Fabric, and more.

Business Data Products

Formalize semantics, business rules, and Delegation of Authority into reusable reasoning assets. Built once, deployed across AI use cases, without duplicating logic or losing governance. Works across your existing architecture: on-prem, hybrid, or cloud.

Decision Logic Layer

Deliver governed business logic to AI applications, analytics, and automation. Pre-built accelerators for Finance, Procurement, and Logistics get you from concept to production faster, with decision logic that’s explainable, consistent, and defensible.

The Platform

Cirql One is the governed reasoning engine for Enterprise AI.

Our platform transforms enterprise systems into structured, reusable business reasoning. Three layers, each building on the last, give your AI the context and authority it needs to act reliably.

Business Context Harvesting –
The Foundation

  • On your platform of choice: Snowflake, Databricks, Microsoft, Google, AWS, etc.
  • Semantics built-in: Data semantics, business semantics, KPI Builder
  • Deep SAP Data Integration: ECC, S/4HANA, BW/4, DataSphere and more
  • Enterprise data Integration: Salesforce, Hubspot, SharePoint and more
  • Governance & Ops: Catalog integration, lineage, masking, MLOps integration

Reasoning Layer – Business Data Products

Formalizes extracted context into reusable reasoning assets: ontology, business semantics, business rules, and Delegation of Authority (DoA).

Built once, deployed across AI use cases and teams, without duplicating logic. The single source of truth for how your business thinks. 

Decision Logic Layer – AI That Knows Your Business

Delivers governed decision logic to AI applications, analytics, and automation, from natural-language queries (Talk to Your Data) to agentic business observability and BW/DWH migration.

Pre-built use cases across Finance, Sales, Procurement, and Logistics. Continuously enriched by customers and partners.

Built on your business rules, not on guesswork.

Vision

We help enterprises build the foundation for AI that’s trusted, scalable, and aligned with how their business actually operates. Real governance. Real results.

Who Are We

+30

Years combined SAP & data expertise

12

Team members across Germany & Europe

3

Office locations: Heidelberg, Berlin, Bratislava

Strong partner ecosystem for co-innovation

+30

Years combined SAP & data expertise

12

Team members across Germany & Europe

3

Office locations: Heidelberg, Berlin, Bratislava

Strong partner ecosystem for co-innovation

Leadership Team

Gregor Stoeckler

Founder & CEO

Stefan Hockenberger

Founder & COO

Tara von Metzen

Co-Founder & CPTO

Oliver Vontszemu

Chief Solutions Officer & MD Slovakia

Gregor Stoeckler

Founder & CEO

Stefan Hockenberger

Founder & COO

Tara von Metzen

Chief Product & Technology Officer

Oliver Vontszemu

Chief Solutions Officer & MD Slovakia

Gregor Stoeckler

Founder & CEO

Stefan Hockenberger

Founder & COO

Tara von Metzen

Chief Product & Technology Officer

Oliver Vontszemu

Chief Solutions Officer & MD Slovakia

Latest Insights

Enterprise AI Cannot Deduce Business Meaning from Data Alone

Enterprise AI doesn't fail because the data is missing or the model is weak. It fails because business meaning is implicit, locked in policies, SAP configurations, and tacit knowledge. This article...

Context Is Everything — In Life and in AI

Your AI knows what Wikipedia says about "revenue." It doesn't know how your company recognizes it. That gap, between general knowledge and business meaning, is the hidden challenge of enterprise AI...

The Agentic Shift: From Speed of Insight to Safety of Action

Waiting for IT's AI masterplan is not an option. SAP customers need to see real value now. While 95% of AI projects fail to reach production, the problem isn't technical – it's cultural. Semantic...

What Clients Say About Us

FAQs

Do we need to be on a specific SAP version or cloud platform?

No. Cirql One works with ECC and S/4HANA, on-prem or cloud. You can adopt AI now and modernize at your pace.

Any leading model – closed or open source (OpenAI, LLaMA, Gemini, Mistral, Hugging Face, …).

Yes. We integrate seamlessly with Snowflake, Databricks, Microsoft, Google, AWS, Neo4j, and more.

We integrate with catalogs and MLOps, apply masking and lineage, and include human-in-the-loop oversight.

We harvest and translate BW semantics so no meaning is lost during modernization.

Most pilots launch in weeks, not months. Pre-built semantics and accelerators shorten time-to-value and we build new ones together.

All of them. Cirql One is industry-agnostic and built for any SAP customer. Our semantic and use case library covers Finance, HR, Sales, Procurement, and Logistics, making it adaptable across sectors from retail and manufacturing to pharma, energy, and beyond.

No. Cirql One is lean and modular, built for both mid-sized companies and global enterprises.

Enterprise-grade: GDPR compliant, ISO-ready, EU AI Act aligned. Sensitive data stays masked and governed.

Never. Your data stays in your environment. Cirql One is vendor-independent and designed for data sovereignty.

Yes. Our co-innovation framework lets you explore, pilot, and scale AI use cases with us -fast, fair, and risk-free.

Ready to Unlock SAP Data for AI?

Book a demo and see how fast you can move from locked tables to real AI outcomes!