How It Works

A step-by-step explanation of how Akinom Reasoning Core orchestrates reasoning workflows over enterprise artifacts.

1

Configure Providers

Define your infrastructure providers: LLMs, vector databases, and artifact sources. Configuration is declarative and version-controlled.

2

Connect to Artifacts

Akinom Reasoning Core connects to your code repositories, document stores, and domain artifacts. It orchestrates access but does not store the data.

3

Index Artifacts

Orchestrate indexing workflows across your vector stores. Coordinate chunking, embedding, and storage operations on customer infrastructure.

4

Query via MCP

Applications query Akinom Reasoning Core using the Model Context Protocol. Standardized interface. Domain-agnostic.

5

Reason Over Artifacts

Akinom Reasoning Core orchestrates retrieval from vector databases and reasoning with language models. It coordinates the workflow across customer-owned providers.

6

Return Traceable Insights

Insights are grounded in source artifacts with full traceability. Citations and reasoning paths are included. Explainable and auditable.

All reasoning is traceable to source artifacts and runs entirely on customer-controlled infrastructure.