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About Contextual Intelligence

Agent-driven signal intelligence for regulated industries — engineered and operated by Dr. Tobias Weiß (IT-Services).

The Mission

Every day, thousands of data points emerge across regulatory filings, B2B lead signals, competitor filings, and market events. For organizations in regulated industries, each of these represents a potential signal — an indicator of opportunity, competitive activity, or market shift. AI reasoning and an evidence-backed pipeline turn these raw signals into scored, evidence-backed leads — no black box.

AI reasoning continuously monitors regulatory agencies, funding registries, patent offices, company registries, and news feeds. Our platform classifies signal types across multiple domains in real time — from regulatory filings and B2B lead signals to competitive filings and market expansion events — and surfaces them through a unified graph-based intelligence layer.

This is not a slide deck product. Every component below runs in production on leads.contextual-intelligence.org — you can inspect the live demo, the agent sessions, and the open-source code at any time.

Lean. Sovereign. Open.

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Focused by Design

Built for teams operating under regulatory pressure, in any sector. Every feature solves a real problem — no corporate bloat, no enterprise upselling.

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Open by Default

ORSD and CRS are open data projects (ODbL). The signal taxonomy, the schema, the adapters — all transparent and community-driven.

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Sovereign AI

Self-hosted on DGX Spark. No third-party LLM APIs, no US cloud dependency. Your competitive intelligence stays yours.

By the Numbers

Verifiable, current figures — not marketing estimates.

25
Tools per Verdict
7,400+
Companies Scored
1,800+
Verdicts Delivered
24/7
Sovereign Monitoring

Who Builds This

Contextual Intelligence is engineered and operated by a single IT professional — founder, lead engineer, and support in one. You talk to the person who wrote the code.

TW

Dr. Tobias Weiß

IT-Services · AI/ML Engineering, MLOps & Agentic Systems

Python / MLLLM / RAGMulti-Agent / MCPMLOps / KubernetesGPU / vLLM / DGX SparkKnowledge Graphs / DgraphReact / Vue / Nuxt

PhD in AI decision support, full-stack engineer, operator of the sovereign AI stack this platform runs on. Open-source by default: the platform, the ORSD regulatory registry, and the Nix infrastructure are public on GitHub — inspect the code before you buy.

Availability: currently taking on project-based and contract engagements — get in touch .

Join the Mission

This is an open-source project at its core. Whether you are a regulatory affairs professional, a data engineer, or a MedTech founder — contributions, feedback, and partnerships are welcome.