We research financial problems and build the systems that solve them.
Algocence is an applied financial and economic R&D company developing proprietary research, models, analytical systems and data infrastructure for the institutions that make important financial decisions.
What Algocence does.
Four movements, repeated for every problem we take on.
Research
We investigate complex financial and economic problems.
Model
We develop proprietary methodologies, algorithms and datasets.
Build
We turn research into usable financial tools and systems.
Deploy
We implement systems that improve institutional decisions.
Research and product development.
Neither side of Algocence is secondary. Each depends on the other.
Research
Understanding markets, institutions and risks well enough to model them.
Products
Turning that understanding into systems institutions can use every day.
Active research, models and data.
Working papers, notes and model cards from the Algocence research library.
Early-Warning Indicators for Loan Portfolios in Small Financial Systems
Lenders in small financial systems often see credit deterioration only when loans are already in arrears. This paper sets out a framework for combining loan-level repayment behaviour with sector and macroeconomic signals into a small set of early-warning indicators, and describes how those indicators can be calibrated when portfolio histories are short.
Read the summary →Caribbean Credit Risk Conditions: A Framework for Monitoring
Data Brief 2026-01 · June 2026Financial Data Infrastructure in the Caribbean: A First Inventory
Working Paper 2026-02 · August 2026FX Exposure in Small Open Economies: Measurement for Non-Bank Firms
Research Note 2026-06 · October 2026Claims Experience and Reserve Adequacy in Caribbean Insurers
From the Model Library
Model Library →Delinquency Transition Model
Estimates how loans move between delinquency stages over the next one to three months.
FX Liquidity Pressure Indicator
A composite indicator of pressure in the foreign-exchange market.
Fiscal Space Indicator
A comparable measure of fiscal room in small island states.
What Algocence is equipped to build.
Six disciplines that combine into one applied research and product engine.
Financial Modelling
Forecasting, valuation, portfolio models and stress testing.
View capability →02Risk Analytics
Credit, liquidity, operational, insurance and market risk systems.
View capability →03Economic Forecasting
Inflation, FX, growth, fiscal and macroeconomic models.
View capability →04Data Engineering
Pipelines, databases, institutional datasets and APIs.
View capability →05Decision Systems
Simulation engines, scenario analysis and early-warning tools.
View capability →06Applied Product Development
Transforming financial research into deployable systems.
View capability →Specialized for each institution we serve.
A credit union should not have to interpret whether generic financial analytics applies to it.
Banking
Credit risk, treasury, portfolio monitoring, stress testing.
Credit Unions
Delinquency detection, member risk, loan portfolio monitoring.
Insurance
Claims analytics, pricing, reserving, portfolio risk.
Investment Management
Market intelligence, portfolio analytics, valuation.
Corporate Finance
Cash flow, treasury, capital allocation, FX exposure.
Government & Public Institutions
Economic modelling, financial data systems, policy intelligence.
Ways to work with Algocence.
Custom engagements shaped around a specific institutional problem.
Commission a Research Programme
Fund Algocence to investigate a defined financial or economic problem.
Build a Specialized Financial Product
Design and build a product around a specific institutional challenge.
Develop a Proprietary Model
A risk, forecasting, pricing or decision model built for your institution.
Modernize a Data or Decision System
Upgrade fragmented data or outdated decision infrastructure.
Establish an External R&D Partnership
Algocence acts as an ongoing external research and product-development unit.
Institutions fund the research. Algocence builds the system, deploys it with the founding partner first, and retains the reusable IP. Five founding positions are open for the first cohort.
Latest from Algocence.
Notes, data releases and announcements as research and products move forward.
Framework for Caribbean credit risk monitoring
May 2026 Data ReleaseRegional financial data infrastructure, first pass
Jun 2026Treasury & liquidity conditions across the region
ForthcomingHow Algocence structures fragmented financial data
Apr 2026 AnnouncementFounder Fund Programme opens its first cohort
2026 AnnouncementAlgocence begins operations in Ocho Rios, Jamaica
2026Building the research, products and financial infrastructure needed for the next generation of Caribbean institutions.