intelligence × financial-services

Decision intelligence for Financial Services.

Turn live trading, ledger, and counterparty data into risk scores, fraud signals, and liquidity forecasts that move at market speed. Exposure recalculated as positions change — not reconstructed the next morning from a batch job.

Real-time exposure Predictive risk scoring Fraud & anomaly detection

From overnight reports to intraday decisions

Most risk and finance functions still run on yesterday's numbers. Positions are reconciled overnight, exposure is reported at open, and by the time a concentration or a funding gap shows up in a dashboard, the window to act on it has often closed. Markets do not wait for the batch to finish.

Decision intelligence collapses that lag. We connect to your order management, ledger, and payment systems and run the analytics continuously — scoring risk against live positions, watching transaction streams for anomalies, and projecting liquidity forward across stress scenarios. Desk heads, treasurers, and risk officers get numbers they can trust at the moment a decision is in front of them.

Three layers of financial decision intelligence.

Reporting, prediction, and detection on the same governed view of your trading and ledger data.

01 / reportingCORE
BI on financial operational data
Live dashboards over positions, P&L, exposures, and funding — sourced directly from order management, ledger, and settlement systems instead of stale extracts.
  • Intraday P&L and exposure views
  • Limit and concentration monitoring
  • Drill-down to trade and counterparty
02 / predictionCORE
Predictive risk & liquidity models
Credit and counterparty risk scoring plus liquidity and cash-flow forecasting, so funding gaps and deteriorating exposures surface before they bite.
  • Counterparty & credit scoring
  • Liquidity and funding forecasts
  • Scenario and stress projection
03 / detectionSECURE
Real-time fraud & anomaly signal
Streaming detection on transactions and payments that flags out-of-pattern activity in seconds and routes high-confidence alerts to analysts with the evidence attached.
  • Velocity & structuring signatures
  • Novel-counterparty flags
  • Analyst-in-the-loop review

Decisions worth instrumenting in Financial Services

The highest-value models are the ones tied to a position you can still move or a loss you can still prevent:

  • Counterparty exposure scoring — recalculate aggregate exposure across desks as trades book, so limit breaches and concentration risk are caught intraday.
  • Transaction fraud detection — score payments and card flows against behavioral baselines to stop out-of-pattern activity before settlement.
  • Liquidity forecasting — project cash and collateral positions forward across normal and stressed scenarios to pre-empt funding shortfalls.
  • Credit deterioration signals — flag borrowers and counterparties trending toward default from payment behavior and market data well ahead of a ratings move.

Common questions.

How does decision intelligence improve risk scoring in financial services?

We build models that score counterparty, credit, and market risk against live positions rather than overnight batch snapshots. Exposure is recalculated as trades book and prices move, so risk and treasury teams see deteriorating concentrations and limit breaches in time to act, with every score traceable to the inputs that produced it.

Can you detect fraud and anomalies in real time on transaction streams?

Yes. We instrument transaction and payment streams with anomaly detection that flags out-of-pattern activity — unusual velocities, novel counterparties, structuring signatures — within seconds, routing high-confidence alerts to analysts and feeding confirmed cases back to retrain the models.

Explore related capabilities.

Score risk while you can still act on it.

Thirty-minute briefing for risk, treasury, and desk leadership. We map where intraday intelligence changes the call and leave you with a model roadmap and ROI memo. Response inside 24 hours.