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Get your code
AI ready

Unlock your AI stack’s full potential. Transform code and organizational context into a comprehensive knowledge layer optimized for LLMs.

AI-ready infrastructure
for enterprise
Build a solid foundation for your AI stack, for faster implementation, adoption, and trust in outputs 
Always accurate, always
up to date
Ensure your context is always up
to date and accurate, built into your development lifecycle
Expand organizational context
Automatically add context by integrating new information from your sources of technical knowledge 

Why enterprises
need a knowledge
layer for AI

Context is unstructured or unwritten
Get accurate LLM outputs aligned with business logic, technical constraints, and product requirements – without hallucinations
Not all context is created equal
LLMs were not designed to determine logic or relative importance from raw code
Reduce the risk of AI investments
Automatically keep your knowledge layer up to date as your code changes, ensuring your team trusts AI outputs

Swimm’s Knowledge Layer

Codebase analysis built on expertise

Codebase analysis built
on expertise

Swimm’s code analysis engine translates raw code into explanations for LLMs, explaining flows, component functions, and complex architectures.

Capture unstructured knowledge

Capture unstructured knowledge

Swimm automates 90% of documentation creation
with developers adding only context not evident from code itself.

Right context, no hallucinations

Right context, no hallucinations

LLMs perform best when given only the relevant context; no more, no less. Swimm’s ranking algorithms deliver that context faster, cheaper and more accurately.

Always up to date, continuously improving

Always up to date,
continuously improving

Automatically keep your knowledge layer up to date as part of your CI process.

Build faster with AI that is contextualized to your org