Predictive financial intelligence,
built around one client at a time
Butokoa works directly with organisations that need more than off-the-shelf analytics. Each engagement is structured around specific data environments, business cycles, and decision workflows.
in Dublin
served globally
active projects
Ciarán Ó Floinn
Lead Financial AI Strategist
What we do and how it works
Butokoa implements predictive analytics systems that connect directly to a client's existing financial data infrastructure. The work covers model selection, pipeline configuration, and ongoing calibration as market conditions shift.
Every project begins with a structured discovery phase - examining data quality, reporting cadence, and the specific forecasting questions the organisation needs to answer. There are no generic templates.
One specialist, not a rotating team
Clients work with the same person throughout an engagement. That continuity matters when models need adjustment mid-cycle or when a board presentation requires a clear explanation of how a forecast was constructed.
- Direct communication, no account management layer
- Work plan adjusted as project scope becomes clearer
- Sessions scheduled around client reporting cycles
- Delivered remotely to organisations in any timezone
Scope of analytical work
Projects range from single-model deployments - such as cash flow forecasting or credit risk scoring - to multi-layer systems that combine several predictive signals into one consolidated output.
- Time-series revenue and cost forecasting
- Anomaly detection in transaction streams
- Scenario modelling for capital allocation decisions
- Model documentation for audit and compliance review
Current service capacity - rolling 90-day window
Address
26 King's Inns St, Rotunda,
Dublin 1, D01 P2W7, Ireland