iClerk® Intellectual Property

Pioneering AI agent technologies that power autonomous workflows, maintain state, and deliver explainable results with full audit trails.

Data fusion engine.

Simultaneous ingestion of structured & unstructured sources (e.g., pricing, ERPs, filings, social, email, audio/video/images, websites; hosted-meeting capture with diarization.)

Dynamic ontology builder.

Auto-generated taxonomy + temporal parameters tied to the target subject (asset, equity, commodity, business process; embeddings + cosine similarity normalize/relate entities across sources.)

Knowledge-rule layer → Explainability & provenance.

Encode expert heuristics as rules; apply domain Knowledge Graphs enriched by external data to build a structured, annotated representation. Click-traceability from original files → decisions/outcomes; KG-coupled LLM explanations.

Neural network orchestration.

Subject-specific NNs whose topology/weights/thresholds are continuously tuned. Domain-specific neural networks are augmented over time to create temporal annotations of user-identified data.

Query-to-Action loop.

Natural-language queries return structured metrics and fire downstream tasks. (e.g., generate filings, execute trades, push tickets; prompts are programmatically curated from content & workflow.)

Stateful AI Agents.

Auto-assembled agents that autonomously extract required info, maintain state, and execute workflows end-to-end with audit trails.

Generative & assistive outputs.

Short-segment video/audio, documents, presentations, reports; language detection & translation; optional emotion analytics (mood/scene/relationship/topic shifts).

Interested in Licensing or Partnerships?

Our patented technologies are available for licensing and strategic partnerships. Contact us to discuss how our IP can accelerate your AI initiatives.