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Elevating open-source data into validated business intelligence tools for the mid-market.

As commercial datasets, frontier models, and data pipelines become increasingly expensive, we go against the trend. We build tools that extract intelligence from affordable, open-source data, stretching the limits of the possible to get close to the frontier at a fraction of the cost.

Our Tools

Highly affordable, predominantly freemium intelligence tools ready to deploy.

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Media Monitor

RSS Signal Extraction

Automated media tracking via RSS. Filter through global news, PR feeds, and industry updates to capture high-value signals and competitor moves without the manual noise.

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Knowledge Graph

The Intelligence Core

A powerful backend CRM and web interface. Structure, visualize, and map raw OSINT findings into a highly connected database to instantly spot B2B opportunities and track market verticals.

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Geo-Ecosystem Radar

Spatial Intelligence & Churn

Monitor physical market shifts and business churn in any geographic radius. We combine open mapping infrastructures with local event tracking to map physical ecosystem changes.

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Web Intel Engine

Lean Web Scraping

Extract structured data from target web pages efficiently. Our low cost pipeline pulls critical web intelligence without forcing you to rely on expensive proxy armies.

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How We Operate

Tools

We build and deploy highly affordable, predominantly freemium intelligence tools to the market. Thanks to smart design and lean implementation we manage to keep our operational costs very low. We do not start with technology; we start with the user experience and reverse-engineer the underlying technology solution required to deliver it.

Consortia R&D

We actively participate in R&D consortia to hunt for raw concepts that can be delivered affordably. Working alongside our partners, we establish the baseline feasibility required to prove a concept's viability. We then rapidly implement and push these prototypes out of the lab, validating them in the real world through rigorous testbeds and field trials.

Commercial Vehicles

We leverage sister companies and operational partners as our commercial vehicles — the dedicated corporate entities that sell and integrate our validated tools into the market. They provide a direct line to industry friction and transmit real-world demand signals, ensuring our prototyping is driven by immediate, practical needs rather than theoretical exercises.

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