Humiris Reasoning

Better Accuracy
Less Hallucinations

Build your own reasoning model

OpenAI-o1 was  a good demo of cognitive architecture capabilities.
What if you could have your custom one?

Humiris Reasoning is your partner in building your own advanced reasoning model. It generates the perfect architectures to meet your goals with multiple expert LLMs - e.g. routing, chain of thoughts, parallel thinking, loops and more.

Introducing Thought Flows

Humiris leverages a set of flexible reasoning structures that adapt to any problem’s complexity. Here’s a breakdown of the core structures in action:

Chain of Thought (CoT)

Like an assembly line, CoT processes flow from one model to the next, each adding a layer of refinement. This sequential structure is perfect for solving multi-step tasks, where one model’s output feeds into the next for cumulative improvement.

Tree of Thought (ToT)

ToT branches out into multiple possible solutions, exploring various approaches in parallel. Ideal for problems that benefit from diverse perspectives, like troubleshooting or creative ideation, where multiple potential answers exist.

Parallel Thought Chains

Each model independently analyzes the input based on a unique angle, creating diverse outputs that are later synthesized. This structure is beneficial for complex, high-dimensional tasks, where multiple aspects need separate attention.

Iterative Loops

Starting with a rough answer, each model progressively refines it in an iterative cycle. Useful for tasks that require gradual improvement or precise optimization, such as product design feedback or document summarization.

Simple. Easy. Fast like you can't imagine

Improve your accuracy, save time and money