Data & Analytics
A finance-grade data platform, engineered end-to-end.
We design and build the enterprise data foundation finance needs — cloud data warehouses, lakehouse architectures, curated semantic layers, real-time pipelines, and executive dashboards. Every layer is engineered for reconciliation, governance, and audit — not just BI aesthetics.
Every AI, planning, and reporting initiative depends on trustworthy data. Without a governed platform and a shared semantic layer, finance is left reconciling numbers instead of interpreting them.
- Disconnected source systems and shadow spreadsheets
- No single definition of revenue, margin, or headcount
- Slow, brittle BI built directly on transactional systems
- Data quality issues discovered only during close
- No clear ownership of enterprise data
- One governed source of truth for financial data
- Sub-second dashboards on billions of rows
- Reusable semantic layer for BI, planning, and AI
- Automated data quality and lineage
- A platform ready for AI and agentic workloads
What we build for finance teams.
Representative deliverables and workstreams within Data & Analytics.
Fluent across the platforms finance actually runs on.
Measurable results — not deliverables.
Cloud lakehouse delivering finance-grade reconciliation
Executive dashboards refreshed in near real time
Semantic layer shared across FP&A, BI, and AI
Trusted data foundation for downstream automation
Continue exploring.
Forward Deployed Finance Engineers
Multidisciplinary engineers embedded inside finance to build models, dashboards, integrations, and AI — not slide decks.
AI for Finance
Strategy, architecture, and implementation of LLMs, copilots, and finance agents across planning, reporting, and close.
FP&A Transformation
Redesign planning, forecasting, and reporting around driver-based models, modern platforms, and disciplined governance.
Ready to explore Data & Analytics?
Schedule a 30-minute working session with a G7 partner. We'll walk through your finance operating model and show what a first engagement could deliver.