The foundation that makes enterprise AI real.
Data lives in a dozen systems that don't talk; every report is a manual reconciliation; every AI project stalls before it starts.
The Analytical Engine — built on data models perfected over the years for each industry and each function — connects, cleans, governs, models and secures every source into one governed warehouse, with semantic models and KPI dictionaries every product reads from.
- SAP primary sales — incremental refresh · reconciled
- SFA field effort — scheduled refresh · RLS applied
- Secondary sales ×148 partners — unified
- IQVIA market data — mapped to KPI dictionary
- Excel budgets — validated via Data Management App
Incremental · scheduled · on-demand — refresh follows the business need. One governed truth · semantic model · audit trail on every change.
Connectors are configurations, not projects.
Behind every connector family sits our custom-built integration engine — one engine that handles ERP, CRM, files, APIs and market data alike. Adding a source means configuring the engine, not commissioning a new build — which is why a new source lands in days, and refreshes run incrementally, on schedule, or on demand, exactly as the business needs.
Modern architecture, ready for BI and AI.
The Engine runs on modern data lake and lakehouse architecture — Databricks and Microsoft Fabric — organized in medallion layers (Bronze → Silver → Gold), so raw data lands untouched, cleansing is traceable, and the gold layer is BI- and AI-ready by design. We are a Databricks Partner and a Microsoft Solutions Partner for Data & AI.
If you can name the system, we can connect it.
Eight families of sources. Every brand named is only an example — bring your data in any form, and we build the intelligence around it.
Brand names are illustrative examples only and remain the property of their respective owners.
Why the foundation comes first.
RAND found that more than 80% of AI projects fail — twice the failure rate of non-AI IT projects — with inadequate data quality among the leading root causes (Source: RAND, 2024) ↗.
Everything LeapSurge ships — dashboards, packs, answers, nudges, agents — reads from this one engine. Build the foundation once; let everything act on it. That's why the first use case takes weeks and every one after it takes less.
The Analytical Engine is the UNIFY stage — the ground everything else stands on, paired with the Data Management Application for governed business context.
Name your messiest source. We'll connect it.
A discovery call is enough to map your landscape and estimate the road to one governed truth.
Book a Discovery Call →