Your ledger is data. Treat it that way.
Power BI dashboards, modern data warehouses, ML forecasting and AI copilots — engineered by finance people who actually read the trial balance.
Sub-practices.
One accountable senior consultant.
Every Outliers engagement is leadership-led. You get one named senior consultant, one accountable team and one model that travels across the full scope of the practice.
Board & Exec Dashboards
Power BI / Looker boards mapped to the metrics the board actually asks about.
Finance Data Warehouse
Snowflake / BigQuery / Fabric warehouses with dbt-modelled finance marts.
Forecasting & Planning
Driver-based FP&A models, scenario engines and ML-augmented forecasts.
Audit Analytics
100% population testing, journal-entry analytics and continuous controls monitoring.
AI Copilots
LLM-powered finance copilots for AP automation, contract review and variance commentary.
Data Governance
Catalogues, lineage, role-based access and NDPC-aligned data protection.
A method, not a moodboard.
Listen
We sit with the CEO, CFO and board chair to understand the decisions the data must serve.
Model
We engineer the warehouse, semantic layer and metrics with versioned dbt models.
Ship
We deliver dashboards in 6–8 weeks — not 6–8 quarters — with the business in the loop.
Operate
We run the platform, monitor data quality and extend it as new questions emerge.
Built for boards that own the number.
- CFOs replacing Excel-stitched board packs with a single source of truth
- Banks, fintechs and insurers needing real-time risk and exposure views
- Manufacturers tracking unit economics across SKUs, lines and plants
- Audit committees demanding 100% testing and continuous monitoring
- PE-backed groups consolidating portfolio reporting across entities
- NGOs measuring programme outcomes for donors and boards
Download: The Outliers Finance Data Maturity Scorecard
A 40-question scorecard that benchmarks your finance data stack against Big-4 reference architectures.
Recent thinking from the desk.
Deploying LLMs inside the finance function — without breaking NDPC
Driver-based forecasting: the 12 drivers that explain 80% of variance
From trial balance to live dashboard in 8 weeks.
Leadership-led discovery. Fixed-fee build. Production-grade Power BI on day one.
