Where, why and how you win - codified for teams and agents.

Those tools store documents. Memory runs them. A playbook in Notion is a page someone reads (or doesn't). A Skill in Memory is the same playbook, executable by an agent - it preps the rep, drafts the follow-up, updates the CRM, scores the deal. Documentation that sits on a wiki and documentation that runs in your operation are two different things. Keep your document store. Codify the bits that should run.

By learning from what's already happened. The system reads your closed-won and closed-lost deals - the calls, the emails, the stage movement, the stakeholder pattern - and surfaces what your top performers actually do. We then sit with you to confirm: "this is what your best reps do; do you want this to become the team standard?" Most teams find their codified Memory is sharper than the playbook they tried (and failed) to write themselves.

You own it. Every change is proposed by Learning, approved by you, and versioned. If you don't approve a change, Memory doesn't update. If you approve a change and it makes things worse, you reverse it - v19 reverts to v18, instantly, across the team. The system surfaces patterns. You decide what's canon.

It surfaces the change before you ask. "101–250 employee Healthcare in EMEA is outperforming 251–500 by 1.6x. Recommend promoting it to High tier." Learning spots the pattern across your closed outcomes; you approve the change; the ICP version increments; every agent that uses ICP scoring switches over the same day. No re-training, no re-deployment.

Four things. 1) Memory codifies from outcomes, not activity. If a rep makes 400 calls a week but never closes, the system doesn't treat their behaviour as the standard. 2) every codified Skill carries the evidence that justified it; you can see why it's in Memory before you approve it. 3) you stay in the loop on every upgrade. 4) every agent run, every learning applied is captured, giving a fully auditable trail. The system never silently changes how your team sells.

Yes. Memory is segmented by anything you need - product line, region, ICP tier, sales motion. A skill that runs for your EMEA mid-market team can be different from the skill that runs for North American enterprise. They version independently. The Infrastructure-level Memory (tone of voice, brand frames, company-wide process) inherits down. Local Memory overrides where it matters.

Memory writes back. Every Agent + Skill that runs - qualification, scoring, buyer roles, next-step recommendation - can write its output to any custom field on your record. The Memory layer is the brain; your CRM stays the system of record. RevOps gets back the time spent reconciling fields, because the system that produces the answer is the system that fills the field.

For low-risk Skills, yes - account research, enrichment, scoring, draft generation. For higher-stakes Skills: sending the email, advancing the stage, contacting a customer, there's a human approval step by default. You set the line. The trace of every agent action is captured, so you can move a Skill from "needs approval" to "auto-run" once you've seen it perform.

A foundation comes out of the box - and you build on top of it. Day one, you get a starter library: Memory for ICPs, personas, sales process, competitive frames, tone of voice and win patterns; Skills for account research, meeting prep, pipeline review, qualification, follow-up drafting, deal scoring, coaching briefings and more. We tune the foundation to your business in week one. Then you build your own. You describe it in natural language; the system codifies it; you version it, govern it, ship it across the team.

Claude's memories and skills work at the level of one user, one conversation. Revenue Labs Memory and Skills work at the level of your entire GTM. Claude memories store personal preferences - your name, your tone, what you're working on. Revenue Labs Memory codifies how your organisation sells - ICPs, personas, sales process, win patterns. Claude skills are tools Claude can call. Revenue Labs Skills are jobs-to-be-done your team runs at scale: account research, meeting prep, pipeline review, follow-up - executable by every agent, on every record, every day.