Once your data is trustworthy, something remarkable becomes possible: you can connect any LLM to your business reality and let it work across your entire financial data landscape.
Most AI tools are siloed, they see one system at a time. Horizontal agents deployed against beCrystal's unified data layer operate across your CRM, accounting, and billing data. The questions they can answer — and the actions they can take — are categorically different.
Autonomous agents
We have inspiration for you, but only you know what you need done. Deploy agents that operate on a schedule, or that monitor thresholds across your entire data landscape, and escalate to you only when it actually matters.
Because the data is unified and trusted, agents can act with confidence. No hallucinations, no black boxes. And a controlled environment in beCrystal, where you can make sure everything is working exactly as intended.
Churn watch
"Run a churn risk analysis across all accounts up for renewal in the next 90 days. Alert me to anything above 3% of ARR."
Usage monitor
"Flag any accounts where product usage dropped more than 30% in the last 60 days and cross-reference with upcoming renewal dates."
Support escalation
"Summarise all open support tickets from accounts with ARR above €50k, weekly. Escalate anything that could affect renewal."
Ad-hoc analyst
The power of an LLM equipped with a holistic, complete and trusted dataset is limitless. Discuss with it, ask it to design specific graphs, let it make predictions.
Because the underlying data is unified and trusted, the answers are too.
The breakthrough isn't just AI. It's AI with a complete, unified, trusted view of your business — across every system at once.
Ask any question about your business data in plain language. "What is our NRR by segment for the last 6 months compared to plan?" — answered instantly, with a chart.
Deploy agents that actually operate across your entire data landscape — with context that is quality assured and in a controlled environment.
Because your data is unified and structured, agents can reason across domains. Correlate product usage drop-off with churn risk. Spot the cohorts that expand and model why.
Expose your structured data as an MCP server and connect any LLM — Claude, GPT-4, Gemini. Your data becomes a knowledge base any AI can query safely and accurately.
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.