Our technology

The Syfter platform is comprised of a number of technologies that solve the challenges around monitoring private companies at scale. It also includes a number of powerful NLP models that solve many of the problems of disambiguating company news and more accurately matching companies to 3rd party sources.

The Core Building Blocks

Core features and technology used within Syfter

Recommendation Engine

At the core of Syfter is a recommendation engine that continuously learns what content and companies are most relevant to you based on your interactions with the product.

Company Modelling

Using content from company websites, Syfter builds a model of each company, extracting keywords and concepts to help the platform get a deep understanding of each company. It also classifies the company into a sector.

Company Matching

Using the company models, Syfter is able to match company mentions within third-party sources. It does this via fuzzy matching and by analysing terminology used within an article and how related it is to the target company.

News Signal Classification

Using natural language processing, Syfter is able to understand the subject of a news article and extracts signals such as board changes, acquisitions, product launches, and much more

News and Blog Extraction

Alongside extracting concepts and keywords, Syfter detects news articles, blog posts and press releases that have been published on company websites and continuously ingests them into your campaign.

News Summarization

Syfter allows you to quickly understand the content of an article via auto-generated summaries. Summaries are displayed against each recommended article within the platform and also used in your daily snapshot emails.

Daily Emails

Syfter allows you to issue a daily summary email to showcase the highlights of a campaign output in the previous 24 hours. This can be configured to a range of users across the company.

Ingestion Engine

Syfter includes a flexible, highly scalable, ingestion engine that allows us to easily ingest content from both internal and external data sources.

Our Roadmap

Syfter is continuously improving with new data connectors, refined machine learning models and new core features.

Flexible Engagement Models

Our Syfter technology can be accessed in many different ways.

Syfter Platform

We offer a complete off-the-shelf company monitoring platform that allows you to get started quickly. The platform includes an elegant interface, out-of-the-box machine learning models and the flexibility to add customisations overtime.

Syfter Backend & APIs

Often our clients will use our technology to integrate new capabilities into existing solutions via our APIs, or build new custom solutions on top of our backend ingestion engine.


Use our individual building blocks to solve challenges you are facing, whether it be licensing our webscraper for a project or using our ingestion engine to further enrich an internal data lake.

Make Syfter unique to you with our AI services

Book a free walkthrough to see how the Syfter platform could work for you.

Syfter AI – Company intelligence automation.
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