Finance
When reporting depends on manual reconciliations and models sit outside everyday systems, good analysis is hard to put to use. We help lenders, fintechs and finance teams connect their data, develop models for real decisions and automate work with clear controls.
Discuss your projectExperience from inside the industry
Our consultants bring many years of experience in major investment and traditional banks, as well as fintech companies.
Establish the data foundation
Reconcile sources and make the numbers traceable.
Develop the right models
Test assumptions, compare scenarios and understand risk.
Put the work into operation
Connect models and automation to the way your team works.
A focused modelling assignment or a wider transformation, from source data to implementation.
Stop rebuilding the same numbers for every report. We connect source systems, resolve inconsistent definitions and introduce reconciliation and quality checks, so reporting and modelling can use a dependable, traceable dataset.
Data integration · Reconciliation · Quality controls
Repeated spreadsheets, manual handovers and disconnected systems take time away from analysis. We redesign the process and automate reporting, document handling and routine checks, keeping exceptions and approvals visible to the people responsible.
Reporting workflows · System integration · Human review
See how changes in growth, funding or costs affect the plan. We build cash-flow forecasts, budgets and scenario models around your business, with transparent assumptions and a structure your team can challenge, update and use.
Cash flow · Financial planning · Scenario analysis
Understand what drives credit risk and how a model behaves as the portfolio changes. We develop or redevelop scorecards and probability of default (PD) models, with calibration, performance testing and monitoring designed into the work.
Scorecards & PD · Calibration · Performance monitoring
Move from an AI idea to a use case that can be tested. We develop predictive models and language-model applications for forecasting, early warning, document analysis and information search, with evaluation, human review and integration into existing systems.
Predictive modelling · Language models · Evaluation & integration
Understand which customers, products or portfolio segments are driving a change. We combine portfolio analysis, segmentation and management reporting to make patterns easier to investigate and give decision-makers a clearer view of the underlying evidence.
Portfolio insight · Segmentation · Management information
Start with the decision, process or model that needs to improve. We assess the data and constraints, agree a practical scope and carry the work through development, testing and handover. You know what will be delivered, how it will be reviewed and who will own it.
How we workWe can support a specific piece of work or a wider programme. Responsibilities, fees and review points are agreed before implementation.
A reporting process that takes too long, a model that needs redevelopment, or an AI use case to assess. Bring the challenge to a free 30-minute conversation; we will discuss where to start.