Machine Learning

We provide end-to-end support — from capacity building to solution design — to help public agencies harness machine learning responsibly and effectively.

Turn Algorithms Into Action. Smarter Systems. Stronger Institutions.

Test confidently. Develop with agility. Deploy what matters.

Machine learning can uncover patterns, automate processes, and enhance decision-making at scale — but its true value emerges only when it’s applied to real-world challenges with clear objectives, quality data, and measurable outcomes, with the right strategy and integrations.

We help public agencies and financial authorities design, test, and operationalise ML solutions that directly serve their mission. From identifying priority use cases to developing working models and embedding them into operational workflows, we ensure ML becomes a trusted tool for public value creation.

Working with leadership, technical teams, and front-line staff, we:

Identify high-impact ML opportunities aligned with institutional mandates

Prepare and optimise datasets for training, validation, and ongoing improvement

Develop and test models through rapid, collaborative prototyping

Integrate ML into business processes for sustainable adoption

Build internal skills for monitoring, retraining, and scaling solutions

Whether you are using ML for market monitoring, risk detection, citizen services, or operational efficiency, we focus on ensuring models are explainable, ethical, and designed for long-term utility.

Training & Capacity
Building

AI Bootcamp

Short, high-impact executive sessions that demystify AI and build shared understanding among leaders, boards, and senior staff. We introduce core concepts, explore ethical and regulatory implications, and map institutional readiness for AI adoption, current maturity, identify gaps, and prioritise next steps.

Practical Data Science Training

Designed for both supervisors and data scientists, the course equips participants with the skills to unlock the full potential of data science while maintaining ethical and responsible data collection, handling, and analysis using AI and other advanced technologies. You will apply best practices and cutting-edge tools to achieve data-driven supervision through a series of theoretical modules and hands-on exercises.

Hackathons

Short, high-impact executive sessions that demystify AI and build shared understanding among leaders, boards, and senior staff. We introduce core concepts, explore ethical and regulatory implications, and map institutional readiness for AI adoption. current maturity, identify gaps, and prioritise next steps.

Developed AI-Powered Applications

Featured

AI for Public Sector Innovation Bootcamp

AI for Public Sector Innovation Bootcamp

Power the paradigm shift in financial supervision

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AI for Financial Supervision Bootcamp

AI for Financial Supervision Bootcamp

Power the paradigm shift in financial supervision

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Digital Supervision Strategy and Roadmap
Transformation Advisory

Digital Supervision Strategy and Roadmap

Participants collaborated to develop a cutting-edge API builder for financial supervision, leveraging open standards and tools.

SupTech Diagnostic & Strategy
Transformation Advisory

SupTech Diagnostic & Strategy

A comprehensive suptech diagnostic and strategy development project with the Central Bank of Nigeria.

Suptech Readiness Assessment and Roadmap Development
Transformation Advisory

Suptech Readiness Assessment and Roadmap Development

Designing the National Bank of Moldova’s first suptech strategy and implementation roadmap.

Digital Transformation Strategy and Roadmap for the Supervisor of the Future
Transformation Advisory

Digital Transformation Strategy and Roadmap for the Supervisor of the Future

A comprehensive digital transformation strategy for New York Department of Financial Services, grounded in a diagnostic of current systems and workflows. The project addressed technology, data,…

SupTech Diagnostic and POC Development for Digital Supervision
Transformation Advisory

SupTech Diagnostic and POC Development for Digital Supervision

A comprehensive, future-ready SupTech digital supervision blueprint.

SupTech Training for the Superintendencia de Bancos, Seguros y AFP of Peru
Transformation Advisory, Training and Leadership Development

SupTech Training for the Superintendencia de Bancos, Seguros y AFP of Peru

A 6-week suptech training for the Market Conduct Supervision team of the Superintendencia de Bancos y Seguros of Peru.

SupTech Training for the National Bank of Rwanda
Transformation Advisory, Training and Leadership Development

SupTech Training for the National Bank of Rwanda

A 6-week suptech training for the Market Conduct Supervision team of the National Bank of Rwanda.

G20/BIS Global SupTech TechSprint
Transformation Advisory, Application Incubation

G20/BIS Global SupTech TechSprint

Design and implementation of the G20/BIS Global SupTech TechSprint.

Foreign Exchange (FX) Transactions Monitoring
Transformation Advisory, Application Incubation

Foreign Exchange (FX) Transactions Monitoring

Diagnosis of inefficiencies in FX transaction data workflows and co-creation of POCs for SupTech applications.

SupTech Training for the Chilean Comisión para el Mercado Financiero (CMF)
Transformation Advisory, Training and Leadership Development

SupTech Training for the Chilean Comisión para el Mercado Financiero (CMF)

A 2-week suptech training for the directors and supervision team of the Comisión para el Mercado Financiero (CMF)

Workshops for SBS Board and SupTech Task Force
Transformation Advisory, Training and Leadership Development

Workshops for SBS Board and SupTech Task Force

In person workshop to sharpen strategy and shape data governance.

Workshop for OJK Board of Commissioners
Transformation Advisory, Training and Leadership Development

Workshop for OJK Board of Commissioners

Workshops for OJK Board of Commissioners to shape suptech strategy.

Bank of Uganda prototyping and deployment of new suptech application
Transformation Advisory, Application Incubation

Bank of Uganda prototyping and deployment of new suptech application

Governance and project management of procurement, development and implementation of suptech solution

Diagnostic and AI Readiness Assessment
Transformation Advisory

Diagnostic and AI Readiness Assessment

Diagnostic and AI Readiness Assessment

Developing a Data Strategy and Roadmap
Transformation Advisory

Developing a Data Strategy and Roadmap

Developing a Data Strategy and Roadmap

Financial Market Monitoring through Complaints Data Analysis 
Application Incubation, Transformation Advisory

Financial Market Monitoring through Complaints Data Analysis 

Market-level suptech solution to enhance financial consumer complaints analysis.

Financial Consumer Protection Suite with Chatbot, Web Portal, and Analytics Dashboard 
Application Incubation, Transformation Advisory

Financial Consumer Protection Suite with Chatbot, Web Portal, and Analytics Dashboard 

Suptech suite – AI chatbot, case management portal, and analytics dashboard – enabling SEPS to manage consumer protection supervision in-house.

Financial Market Monitoring via Social Media and Web Extraction Advanced Analytics Platform
Transformation Advisory, Application Incubation

Financial Market Monitoring via Social Media and Web Extraction Advanced Analytics Platform

AI-powered analysis of social media and web data to detect early signals of market misconduct.

Financial Consumer Protection Suite with Web Scraping and ML-Based Analysis
Transformation Advisory, Application Incubation

Financial Consumer Protection Suite with Web Scraping and ML-Based Analysis

Design and prototype an solution thatcombines web scraping, sentiment analysis, and machine learning.

SupTech Suite with Next Generation, AI Powered, Chatbot Supported Complaints Management System
Transformation Advisory, Application Incubation

SupTech Suite with Next Generation, AI Powered, Chatbot Supported Complaints Management System

AI-powered multilingual complaints management system for market conduct supervision in Indonesia and Ghana

Intelligence
  Platform for Flagging Fraudulent Fintech Apps 
Application Incubation, Transformation Advisory

Intelligence Platform for Flagging Fraudulent Fintech Apps 

Market-level working prototype of a suptech application that can detect and flag fraudulent fintech apps based on metadata.

Inter-Governmental Consumer Complaints Intelligence Platform
Transformation Advisory, Application Incubation

Inter-Governmental Consumer Complaints Intelligence Platform

With 20 authorities, discovery and design of a platform for the collection and management of complaints from e-commerce users.

Topic Modeling and Sentiment Analysis for Digital Assets Supervision 
Transformation Advisory, Application Incubation

Topic Modeling and Sentiment Analysis for Digital Assets Supervision 

Sentiment analysis suptech application to monitor web and social media content on digital assets and cryptocurrency.

Case Studies

Field-Tested. User Validated. Impact Delivered.

Transformation at your fingertips.

GovSpace is the operating system enabling public agencies to scale transformation, sustain innovation, and strengthen institutional resilience.

It connects people, governance, data, and technology into one intelligent environment that powers collaboration and systemic impact across the GovTech ecosystem.

A community of communities that connects local priorities and innovation leaders to peers and global partners.

A secure, high-trust, deep-tech environment where public sector leaders use intelligent tools to design, test, and scale innovation.

Assets: Reports, case studies, blueprints, etc.​
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MVP Users

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Use case diagnostics

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Our all-in-one immersive platform for data-driven diagnostics, co-design, and digital solution deployment – and collaboration. Built to power transformation and innovation across the GovTech ecosystem.

A community of communities that connects local priorities and innovation leaders to peers and global partners.

A secure, high-trust, deep-tech environment where public sector leaders use intelligent tools to design, test, and scale innovation.