Consulting

Models, data science and financial technology

GTP develops purpose-built mathematical models and the data and technology foundations required to operate them. Our work spans scoring, prioritization, forecasting, optimization, data readiness, validation, and system integration.

Not generative AI by default.

Our AI work focuses on quantitative models for structured financial decisions, including use cases with comparatively slim datasets.

Practice Area

Bespoke Scoring

Context-specific scoring models for credit, collections, counterparties, and decision support.

Credit & Collections

Explainable models and prioritization workflows integrated into ops.

Counterparty Scoring

Exposure-aware risk signals aligned to your actual business.

Practice Area

Applied Data Science

Operational analytics, forecasting, and optimization that plugs into real finance processes.

Forecasting & Planning

Demand, cash timing, and capacity signals that drive decisions.

Optimization

Trade-off driven optimization for real constraints and objectives.

Practice Area

Data Readiness

Make your data usable for operations, analytics, and AI—without boiling the ocean.

Data Audit

Find breakpoints in lineage, definitions, joins, and governance.

Data Foundations

Modeling, standards, and controls aligned to finance workflows.

Practice Area

AI Readiness

Turn AI intent into a feasible plan: use cases, data fitness, governance, and integration.

Use-Case Definition

Pick AI efforts with measurable value and realistic delivery.

Governance & Explainability

Build a defensible approach to model risk and transparency.

Practice Area

Fintech Technology Adoption

Adopt and implement finance technology with clarity, sequencing, and delivery realism.

Readiness Assessment

Current-state platform, process, and integration assessment.

Roadmap Design

Sequenced delivery plan tied to constraints, value, and operating model.

Practice Area

Training

Upskill teams with finance-relevant data, analytics, and AI capability building.

SQL for Finance

Querying, modeling, and operational reporting patterns.

Intro to Applied Modeling

Practical ML/AI concepts tied to your workflows.

Ready to evaluate a use case?

We map the problem, the data, and the implementation path.

Contact GTP