Industries / Financial Services

Risk and decisioning, governed and real-time.

We help mid-market banks, asset managers, and PE firms turn data trapped across core, market, and deal systems into profitable, defensible decisions, with the lineage and audit trail regulators expect.

Real-time, explainable, audited

The challenge

Models must be fast, fair, and fully auditable.

Financial institutions race to keep pace with customer expectations, regulatory mandates, and fintech-driven disruption. A secure, scalable data foundation turns raw financial data into growth, while meeting the strict standards of the sector.

Legacy data silos

Risk, market, and customer data trapped across core systems no one can reconcile in real time.

Governance and explainability

Every model decision needs lineage, monitoring, and an explanation regulators accept.

Real-time at scale

Fraud and credit decisioning must happen in the transaction path, not an overnight batch.

Slow time-to-value

Multi-year transformations stall before they reach the income statement or the deal team.

Source systems we unify

From the terminal to the deal pipeline.

We connect market and reference feeds, deal-sourcing platforms, and core ERP into a governed foundation, so analysts, deal teams, and executives work from one trusted view.

Market and reference data
Bloomberg
Bloomberg
FactSet
FactSet
S&P Global
S&P Global
Deal sourcing and CRM
PitchBook
PitchBook
DealCloud
DealCloud
Salesforce
Salesforce
Core and ERP
SAP
SAP
NetSuite
NetSuite
Preqin
Preqin
What we deliver

Production decisioning, built for scrutiny.

Modern architecture and migration

Migrate from on-prem cores to a governed lakehouse on Databricks, Snowflake, or Fabric, with proven accelerators that cut time-to-value.

Fraud and risk analytics

Machine-learning models that catch threats in real time and quantify credit risk, with monitoring, drift detection, and human review.

Self-service reporting and BI

Centralized, trusted data and intuitive dashboards on branch performance, segmentation, and product profitability for every team.

Governance and MDM

Master data management, lineage, automated quality checks, and explainability so regulatory compliance is built in, not bolted on.

Use cases that drive impact

Where data becomes a strategic advantage.

From the trading desk to the deal team, we turn complex financial data into intelligence, agility, and resilience, with measurable returns at every stage.

01

Fraud detection and AML

Real-time models that flag suspicious activity and streamline AML/KYC, safeguarding revenue and compliance.

02

Predictive forecasting

Anticipate market shifts, optimize portfolio allocation, and bolster liquidity management with AI.

03

PE deal sourcing

Unify PitchBook, DealCloud, and proprietary signals into a scalable, AI-assisted sourcing platform.

04

Personalized customer journeys

Turn a 360-degree client view into the right offer at the right time, boosting cross-sell and retention.

05

Value-creation analytics

Benchmark and analyze portfolio company performance to boost revenue and operational efficiency.

06

Enterprise data warehouse

Scalable, future-proof architecture that absorbs acquisitions and expansions without missing a beat.

$30B+

AUM deal platforms served

250+

Production deployments

SOC 2

Type II certified

Real-time

Explainable decisioning

Built on the platforms you trust

Certified across the modern data and AI stack. We build on the lakehouse, cloud, and model providers your risk and security teams already approve.

Databricks
AWS
Microsoft Azure
OpenAI
Anthropic

Decision intelligence your regulators will trust.

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