It is your knowledge base
The “why” behind changes is often only in the conversation with Claude, not the commit message.
Why you need it
Your developers have thousands of conversations with Claude. Where do they go?
Every Claude Code session holds decisions, fixes and explanations about your own code. Today, each one lives in a file on a single laptop, and nobody else will ever see it.
Without String Cortex
- Sessions stuck on individual laptops, invisible to the team
- The same problem worked out again and again
- No record of what code and data were shared with the AI
- Token use and cost guessed from invoices
- Knowledge walks out the door when someone leaves or a laptop is wiped
- Good prompts stay one person’s secret
With String Cortex
- Every session saved centrally, seconds after each reply
- Search the whole company’s history by meaning
- A complete, per-person record for review and audit
- Tokens and cost per team, project and model
- The history stays when people and laptops change
- Prompts that worked, findable by anyone allowed to see them
What’s at stake
AI-assisted work is now real work. Treat it like it.
You wouldn’t let your code, tickets or design docs live only on one laptop. Claude Code conversations deserve the same care.
It is your audit trail
Security and compliance teams increasingly need to show what was sent to AI tools, and by whom.
It is a growing cost
Understanding where tokens go is the first step to spending them well.
Why not build it yourself?
Collecting transcripts is the easy 10%
A script that copies files somewhere is a weekend. Running it safely across a company is not.
| What you need | DIY script | String Cortex |
|---|---|---|
| Zero-touch rollout to every laptop | ||
| Per-person tokens, revocable at once | ||
| Only your Claude organisation accepted | ||
| Incremental, compressed, resumable sync | ||
| No duplicates, no gaps, offline catch-up | ||
| Semantic search with local embeddings | ||
| Roles: admin sees all, employee sees own | ||
| Usage and cost by model and project | ||
| Secrets masked before storage |