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Cognitive Horizon
The practice

01 / AI & machine learning

Intelligence, with judgment.

AI becomes useful when it connects to the way your business works. We build agentic workflows, retrieval, and integrations around your existing applications and data.

The question underneath

What happens when the model is wrong?

Define the acceptable error before choosing the model. Separate confident automation from the decisions that still need a person.

Scope of practice

What the work
can include.

  1. 01Agents and multi-step workflow orchestration
  2. 02Retrieval, vector search, and business data integration
  3. 03Application integrations, evaluation, and human review

Python / LLMs / pgvector / PyTorch

Discuss your constraints

A closer look

Related case studyDocuments, understood. Judgment, preserved.

The practice

AI, systems, and difficult software.
Independent in thought. Close to the work.

Decision record

Material study / generated photographic artwork

An artistic study of precision and information. Not a photograph of a client system or a company facility.

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