How Sapien compares
The analytical depth of your best analyst. The speed of AI.
BI tools visualize. FP&A tools plan. LLMs answer one-off questions. Sapien understands your business, decomposes the drivers, and gives you traceable, board-ready output that compounds over time.
Under the hood
Purpose-built for structured business data.
Orchestrates the best LLMs
Sapien routes sub-queries across OpenAI, Anthropic, Google, and others — optimizing for performance and accuracy on every step.
No vendor lock-in. Enterprise-level no-training agreements with all providers.
As model capabilities improve, Sapien maximizes those improvements with zero lift from your team.
Math is never done by AI
LLMs handle what they’re best at: data contextualization, complex query breakdown, and natural language interaction.
Calculations, variance decomposition, and driver analysis run on Sapien’s proprietary Calculation Engine — deterministic, auditable, and precise.
Every output includes Assumption Traces so you can verify the logic end to end.
Queries data, doesn’t copy it
Sapien connects directly to your systems in real-time and builds a structured understanding of every table, column, and relationship.
Metadata about your data structures is stored — not the underlying data itself.
Your data remains private while enabling on-demand analysis.
See it on your data
We don't demo on synthetic data. We'll have Sapien running on your chart of accounts, your definitions, your numbers — in hours.