Intro: Dendrite Technologies
As you may have discerned from our main site, we founded Dendrite Technologies with the primary goal of empowering analysts, investigators and researchers, by delivering context to high fidelity data sets and producing tailored information. The product of mega-scale data extraction, enrichment, automated data point correlation and link analysis, our solutions grant unparalleled insight for decision-makers at every level, facing complex challenges, intricate threats, or high-stakes investigations—turning raw data into actionable intelligence at unprecedented speed and scale.
During multiple rounds of beta-testing in Q4 of 2025, our efficacy within this objective was demonstrated when we invited a small group of interdisciplinary SMEs to test their use cases against a scaled ‘demo series’ of our data - which included those from SOC, CTI, Threat Hunter, Malware Campaign Researcher, Government and LEA professional backgrounds. Though this data set featured less than 15% of our planned go-live scale, testers of were unanimous in their opinion that the breadth and depth of Dendrite’s data and automated link analysis had massively expedited their workflow, while drastically lowering the skill and experience barrier to producing and/or using actionable intelligence.
Across a smaller group, the same was demonstrated when we asked the junior team members to work outside of their subject matter and perform the roles which produce data they consume in their daily work. In example: Can a junior Threat Hunter or SOC analyst perform the proactive functions of a CTI professional? In all cases, the junior team members performed roles outside of their subject matter at or above the level of mid to experienced level analysts.
Secondary Goals
As a reference to development roadmap only (but not importance or priority), our secondary goals are to create a series of downstream data products and solutions that are created with our proprietary data sources and infrastructure, with the intended purpose of training security focused Agentic AI and Machine Learning models. Over the coming months, we’ll be publishing more direct examples and use cases that highlight why Internet Intelligence is uniquely equipped to create the training and RAG datasets for Agentic AI security solutions.
Capabilities at Launch
From day one of Dendrite’s public services offering, users will have the ability to query data sets through our API, enabling them to search records, URLs, infrastructure and other pivot points related to active investigations. As of this writing, data includes output from the Void Runner, Explorator and Breach Data sources, all of which are rapidly expanding and come pre-correlated with hundreds of millions of links to records across all three categories. This is the current full scale version of the data used during beta testing (outlined above), which we expect to grow exponentially and time, horizontal scaling and additional Extract Transform & Load(ETL) data pipelines are implemented into our core engine.
Additionally, the Unified Web Platform will serve as place for inter & intra-organization team members to collaborate, perform investigations, prune and explore data in a graphical view. Reddit-styled forums and encrypted chat will also be presents, as will the beta access to new data sources, tools and features.
Working Toward the Future
Dendrite is an R&D focused company, committed to our no-compromise approach to building proactive intelligence capabilities. As practitioners ourselves, we believe that this will quickly result in a paradigm shift in the legacy enterprise defense model of “feeds & speeds” which we will go over at length in an upcoming post. To these ends, we’ll spend the first year focused on enhancing capabilities, building additional data sets, downstream products and delivery to end users and systems.
Within the first 90 days after launch, we’re planning the release of the Unified Web Platform, which is progressing well in our dev environment, and enables users to collaborate with others in a way defined by their org admins. Users will also be able to conduct analysis, save notes, highlight link paths and share their work with colleagues. As new data sources are built or integrated into our core offering, this will automatically become available here and with the API.
In the same quarter, we seek to integrate several additional proprietary, open-source and commercially available data sources, which increase the surface area in which our data is able to make contact with clear, deep and hidden services, users and infrastructure. We’ll also work to continue development on downstream products, as well as delivery methods tailored to a wide range of specialized use cases.
Join us on the Journey
At Dendrite Technologies, we're just getting started in our journey to push the boundaries in mega-scale data extraction, intelligent tooling and contextual intelligence for analysts, investigators, and researchers worldwide. We're committed to open development: expect regular FOSS software releases to our public code repositories, deep-dive research write-ups, and transparent progress updates for our company, data sources and tooling.
Whether you're a fellow builder, practitioner, or simply curious about how we’re exploring the cutting edge of internet intelligence, we'd love to have you along for the ride. Follow our updates, star our repos, or just drop by our team member LinkedIn and X accounts to say hello.