Winnow Tech’s solutions provide a full suite of products for safer, faster and more efficient financial monitoring.
Collection
Typing the name of a company into a simple search bar is all it takes to set our web extractors to work across the company’s website, known social media accounts and other sources. Our software goes a step further, and auto-discovers potential pages of interest and adds them to the analysis pool.
Analysis
Our proprietary AI/Machine Learning algorithms sort, classify and extract entities of interest. This simplifies the search for the ensure user allowing for natural language or traditional keyword searching and filtering.
Insights
Any search result can be turned into a visual, dashboard element. Limits or deviations from the norm can be set to trigger automatic alerts. All of this can be saved, shared, or exported for efficient data sharing and decision making.
PROJECTS
Winnow Tech is augmenting financial authorities around the world.
Project
Financial Consumer Protection Suite with Web Scraper and Machine Learning-based analysis.
Clients
Status
Year
Bangko Sentral ng Pilipinas (Central Bank of the Philippines)
Securities and Exchange Commissions of the Philippines
Delivered
2023
This prototype extended the client’s consumer protection data collection capabilities by collecting and processing data from web and social media channels. Our advanced analytics tool processes scraped web and social media channels and links it with historical complaints data. In the future Winnow Technologies will also be able to integrate chatbot complaints.
These tools and integrations give regulators a comprehensive view of the market and assist with consumer protection initiatives for two financial authorities.
Partner
Cambridge SupTech Lab
Project
Clients
Partner
Status
Year
Next Generation, AI-powered, chatbot-supported, complaints management system.
Otoritas Jasa Keuangan (Financial Services Authority of Indonesia)
Bank of Ghana
Cambridge SupTech Lab and Proto
Delivered
2023
Our services will augment existing chatbot deployments from our partner, Proto. The chatbot upgrades will bring Natural Language Processing and other AI technologies into the collection process, along with data warehouse and dashboard solutions.
This suite of solutions offer a cross-silo view of customer complaints and help surface trends that can be useful across departments.
Project
Client
Partners
Status
Year
Financial Market Monitoring via Social Media Web Extraction
Superintendencia de Banca, Seguros y Administradoras Privadas de Fondos de Pensiones (SBS) of Peru
Cambridge SupTech Lab
FNA
Delivered
2023
When an issue relating to a supervised entity is raised and resolved, that is not always the end of the story. Further monitoring can help ensure continued compliance and customer satisfaction. In this project, we introduce advance monitoring tools via social media and other channels.
These tools extend the existing capability of the supervising body. We go beyond basic sentiment analysis to surface trends, anomalies and other patterns in the data.
Project
Intelligence Platform for Flagging Fraudulent Fintech Apps
Client
Status
Year
Reserve Bank of India
Active
2024
We are developing a market-level working prototype of a suptech application that can detect and flag fraudulent fintech apps based on metadata, including data collection and validation mechanisms, storage mechanisms, ML-based analytics, and interfaces for additional future products to integrate with.
This project will empower the Reserve Bank of India staff responsible for managing the intelligent tool and can provide the insights and interfaces to power future suptech products (e.g., web-based tools and/or those installed directly on a user device) as a preventative anti-fraud.
Partners
Cambridge SupTech Lab
Reserve Bank of India Innovation Hub