Two parts. First the fundamentals, so the tool makes sense. Then the practical applications in account management, mapped to the work you already do.
Three ideas before anything else. Keep them simple. The detail is for the room.
Instead of following fixed rules, it learns patterns from huge amounts of data, then uses them to understand language and produce useful work.
Large Language Models are AI trained on massive amounts of text to read and write like a person. Claude, and tools like it, are LLMs.
Among today's models, Claude stands out for clear reasoning, top tier writing, a very long memory in a single chat, and the ability to act on real tasks. It is our model of choice.
Two close terms people mix up. The difference is simple.
This is what you talk to. In the app, on the web, or on your phone. You ask, it answers, writes, and gets things done.
It is Claude working from your computer as a stronger agent: it uses your tools, runs tasks, and builds things, not just chats.
You do not need Claude Code on day one. Your daily entry points are the Claude app, the connectors, and Claude Design. Claude Code is the power layer you reach for when you want to push further: build a tool, automate a workflow, or connect Claude to a platform that has no ready made connector. We standardise on the CLI because it is the most capable and the most flexible.
You will see these on screen and in menus. Here is what they actually mean, in plain words.
Short for Application Programming Interface. Think of it as a doorway one program uses to talk to another. It is how custom tools connect to Claude.
Short for Model Context Protocol. A shared standard that lets Claude plug into almost any tool, even ones without a ready made connector.
A file named claude.md. The .md means Markdown, a simple text format. Claude reads this file first to learn the rules and context for your project.
Ready made, one click links to tools you already use, like Gmail or Slack.
Saved instructions that teach Claude how you like a task done, so it comes out your way every time.
Skills and connectors bundled together so a whole workflow is ready at once.
This is the single highest leverage skill in the room. Same tool, very different results, depending on how you ask. Four moves cover most of it.
Say exactly what you want and who it is for. Asking for a post gives a weak result. Asking for a 120 word LinkedIn post for a marketing manager, confident not salesy, gives a strong one.
Paste the brief, the notes, the data. Claude cannot read your mind or your inbox unless you bring it in. More context, better answer.
One sample of what good looks like beats a paragraph describing it. Give it a past deck or email and say match this.
Treat the first reply as a draft. Shorter. More direct. Drop the jargon. Push it until it is right.
Write a social media post.
Write a 120 word LinkedIn post for a coffee brand launching a new cold brew. Friendly and confident, end with one clear call to action.
The work you do every week, now with Claude in the loop.
Connect Claude to where the client work actually happens: your email, Google Workspace, Slack, and your meeting recorders. Then nothing slips.
Fireflies.ai
Read AIDraft and reply to client emails in your voice. Pull threads, search the history, and keep every channel with every client in one place.
Connect the recorders you run. Claude reads the transcript and gives you the summary, the decisions, and the action plan the moment the call ends.
You walk into the next meeting already briefed on the last one. You know what was said, what was promised, and what the action plan is, without scrubbing through an hour of recording.
Claude researches the client, their competitors, and their social presence and visibility, tracks the results, and turns what it gathers into something you can present.
A powerful research tool and one knowledge base per client. Upload everything about a client into one place, reports, documents, transcripts, and it builds a single source, answers your questions grounded only in your material, and produces strong research you can trust.
For anything else, a niche platform or a private source, wire it up directly through the API, the CLI, or MCP. If the data exists, Claude can usually reach it.
Always verify the facts before anything reaches a client. Claude can sound certain and still be wrong. Check names, numbers, and any claim before you rely on it.
The slow part of a pitch is rarely the thinking. It is the building. This is where the time comes back.
Turn the strategy into a proposal and a pitch deck, on brand, fast. Describe what you want and shape it by chatting, no slow work in the slide editor.
It holds your colours, fonts, and tone. You review and adjust by chatting instead of hours of manual formatting.
Claude for the thinking and writing. Claude Design to build the deliverable. NotebookLM to digest the source pile. Use the right one and you stop fighting overlap.
We use everything we gathered, the client study, the research, our own homework. But we do not hand the final call to AI. Every strategy gets checked.
Feed Claude the brief, the research, and the numbers you prepared. It helps you build the client strategy and find the weak spots early.
We built a tool that scores any strategy against our historical data and knowledge base. Junior or senior, every plan runs through it, and we keep improving it.
When the work runs, feed it the outcome. It reads the numbers, tells you what moved, and points to the next step.
Our own tool for scoring any strategy or plan against our data and knowledge base. Our team uses it, junior and senior, and we update it continuously.
Open the evaluator →AI does the heavy lifting. People make the call. Our evaluator is how we keep that honest.
Put the pieces together and the account manager week changes shape. Less admin, more of the work that actually needs you.
Claude reads last week's calls and drafts your client status updates while you have your coffee.
Emails, summaries, research, and reporting, all faster. The repetitive part stops eating your day.
Deck and proposal on brand in a fraction of the time, so the energy goes into the idea.
Three things to try tomorrow
Keep client data where it belongs, and check the facts before anything goes out. The tool is fast. You are still the one who signs off.
Pick one client, one workflow, and let Claude carry the repetitive half. Then build from there.