Use Cases

Every organization has the same problem.
Nobody remembers.

Meet the people Cortex was built for.

Sofia

Head of Customer Support · developer tools company

The Moment

A customer asks your support bot how to set up a new integration. It confidently walks them through the old flow — the one you redesigned three months ago — and they end up stuck on a screen that no longer exists.

The Frustration

You updated the docs. You shipped the changelog. But the bot was trained on an old snapshot, so it keeps giving answers that used to be right. Every product update quietly breaks support.

With Cortex

Cortex connects your support agent to your live docs. Update a help article and every agent knows instantly — so the bot gives the current steps and links the exact doc it pulled them from. One source of truth, always current.

Always-current docsAnswers with sourcesOne source of truth

James

Sales Rep · B2B SaaS company, started 3 weeks ago

The Moment

It’s James’s first big demo. The rep who closed most of the deals left last month — and everything she knew about which objections to expect and which stories land left with her. James has a generic script and a CRM full of “good call” notes.

The Frustration

The team’s best sales knowledge lived in one person’s head. Every new hire starts from scratch, and getting up to speed takes months.

With Cortex

James asks his agent, “How do we win against Competitor X in fintech?” and gets the real answer — the pitch that closed similar deals and the objections that came up — pulled straight from past call notes and deal reviews. He sells like a veteran on day one.

Learns from call notesCompetitive answersFaster ramp-up

Sam

Founder & Builder · AI product, small team

The Moment

Sam’s product runs five AI agents. One spends 40 minutes researching competitor pricing — then the next agent runs the exact same research, because it has no idea the first one already did it. Everything is slow and expensive.

The Frustration

Each agent works alone with no shared memory. Sam tried gluing together caches and a vector database, but the agents still can’t see what the others already figured out.

With Cortex

Sam points all five agents at one shared Cortex graph. The first agent writes what it finds; the rest read it before doing any work. No duplicated effort, and she can trace which agent contributed which fact. Costs drop, answers come back instantly.

Shared memory for every agentNo duplicated workSee who found what

Alex

Product Manager · growth-stage startup

The Moment

In a planning meeting, the team proposes a new pricing experiment. Alex half-remembers trying something like it last year — but can’t recall what happened, and everyone who ran it has moved on. He greenlights it anyway.

The Frustration

Two sprints later he realizes they repeated a mistake the company already made. The results were sitting in an old doc nobody thought to check.

With Cortex

Alex asks, “What happened last time we tested this pricing?” and gets the old experiment back — what was tried, the numbers, and the recommendation to do it differently. The team skips the dead end and starts from what already worked.

Remembers past decisionsConnects results over timeStop repeating mistakes
Use Cases FAQ

Common questions

How teams connect AI agents to organizational knowledge.

Support teams keep their answers in sync with live docs, on-call engineers get instant access to past incidents and code, sales reps ramp up on the team’s best pitches, builders give every agent in their product shared memory, and product teams stop repeating past mistakes. If your team relies on knowledge that’s scattered across tools and people, Cortex gives your agents one place to find it.

Your agents are only as good as what they know

These aren't hypothetical scenarios. They're happening in your organization right now. Cortex makes sure the answer is always there.