
MAGNULF PILSKOG
CHIEF EXECUTIVE OFFICER & FOUNDER
Co-founded Miles and Ardoq, scaled Ardoq to a Quadrant leader. Lived through the data chaos of hypergrowth firsthand.
Most companies aren't. Not because they lack AI tools — but because their data isn't ready. Siloed, inconsistent, and unverified data produces hallucinations, not insights.

Trusted by ambitious SaaS companies






01
Your stack, your data, mapped and cleaned by us.
Connect your accounting, payment service and CRM in minutes. We pull the invoices, orders and contracts into our pipeline.
See more in-depth →02
Policy driven. AI-assisted. Fully transparent.
Raw data becomes a living financial model when mapped and enriched by our AI. Automatic periodization and unification of products and customers, between your systems.
See more in-depth →03
Traceable. Editable. Explainable.
Invoiced ARR in the same view as contracted ARR. Directly connected to the data source for full transparency. Your subscription catalogue, connected to your products and customers. A full KPI overview, formatted exactly how VCs want to see it.
See more in-depth →04
Ad hoc questions or autonomous AI agents.
Your data is now structured and can be connected to the LLM of your choice through our MCP. Ask your data anything, or deploy autonomous AI agents to help you.
See more in-depth →What we actually do
01
Your stack, your data, mapped and cleaned by us.
Connect your accounting, payment service and CRM in minutes. We pull the invoices, orders and contracts into our pipeline.
See more in-depth →02
Policy driven. AI-assisted. Fully transparent.
Raw data becomes a living financial model when mapped and enriched by our AI. Automatic periodization and unification of products and customers, between your systems.
See more in-depth →03
Traceable. Editable. Explainable.
Invoiced ARR in the same view as contracted ARR. Directly connected to the data source for full transparency. Your subscription catalogue, connected to your products and customers. A full KPI overview, formatted exactly how VCs want to see it.
See more in-depth →04
Ad hoc questions or autonomous AI agents.
Your data is now structured and can be connected to the LLM of your choice through our MCP. Ask your data anything, or deploy autonomous AI agents to help you.
See more in-depth →THE TEAM

CHIEF EXECUTIVE OFFICER & FOUNDER
Co-founded Miles and Ardoq, scaled Ardoq to a Quadrant leader. Lived through the data chaos of hypergrowth firsthand.

CHIEF TECHNOLOGY OFFICER & FOUNDER
Technology leader with a track record from Microsoft and Økokrim. Drives architecture, security, and data strategy while staying hands-on in code.

CHIEF OPERATIONS OFFICER & FOUNDER
As Co-founder of Miles and CTO of Fjord Bank, Gøran has held key leadership roles in building secure, scalable systems and driving digital transformation.

CHIEF PRODUCT OFFICER & FOUNDER
Co-founded and scaled No Isolation, as CEO the first 9 years - from idea to thousands of active robots in 18 countries.
Your financial data is your most sensitive asset. We've architected beCrystal with enterprise-grade security and compliance, not as an afterthought, but as a foundation.
All data encrypted in transit (TLS 1.2) and at rest (AES-256).
Network segmentation with complete customer data separation.
Third-party security assessments with documented remediation.
Well defined information security management system, that we follow.
Formal change management with testing and approval processes.
Request deletion of your data anytime - no questions asked.
Meeting the highest standards for security and data protection


GDPR
Compliant
SOC 2 Type 2
Compliant
ISO 27001
Compliant
Privacy by Design
Compliant
Questions about our security practices? Contact our security team
We have spent engineering time, so that you don't have to spend time setting up. The initial data ingestion happens in the onboarding session.
OAuth-secured connections to your accounting, CRM, and other tools. We take care of the data ingestion and help you set up the policies for your data. No engineering required.
Our AI validates data, unifies records across systems, and learns from your data and your actions. You review and approve the outliers, we do the heavy lifting.
Always updated, always cleaned and always ready to be used by your AI. We'll help you set up the MCP and connect your preferred LLM to your data.
Have a question not answered here? Book a call with us
Most customers are up and running in under an hour. We come to you, or join you on video - and we'll set everything up. Our AI pipeline starts cleaning and unifying your data immediately. You'll see your first dashboards within the same day. We'll need your eyes and knowledge to help us catch any errors during the setup session.
Yes. If you're heading into fundraising and you just want to have all your numbers calculated, you can sign-up and sign-off again without having paid anything. We firmly believe that once you've seen the magic you'll want to stay.
If your system is on our roadmap, but not yet set up, we'll prioritize it. And if you're missing something please let us know. We also have an API that we'll soon open up.
All data is stored in secure, EU-based cloud infrastructure with bank-level security. We're SOC 2 Type II certified and GDPR compliant. You maintain full ownership of your data and can export or delete it anytime.
Absolutely. Your data is always accessible. You can export dashboards, reports, and raw data at any time. No lock-in, no restrictions.
Traditional BI tools require you to clean and prepare data yourself, then build dashboards from scratch. beCrystal does the hard work for you: we automatically clean, unify, and structure your data using AI, then provide pre-built SaaS metrics dashboards. Think 'BI tool + data engineering team' in one platform.
With beCrystal you'll get the power of a full financial and revops team without having one. And if you do have one, they can focus on strategically leveraging the data, rather than finding and cleaning it. In addition you'll save whatever engineering time you would have invested in setting up and maintaining something custom.
We're built for SaaS companies (with a focus on B2B) between 2-200 employees who are serious about growth and data-driven decision making.
We'll set you up and help you get started. With our MCP server connected to the LLM you use daily, you have the world's most powerful financial analyst, advisor and business developer at your fingertips.