The biggest mistake consultants make with AI is using it ad hoc — pulling up Claude when they remember, running different prompts each time, never building on what works. This lesson shows you how to systematize your AI use so it compounds over time.
Every time you run a prompt that produces great output, save it. Within a few months you'll have a library of battle-tested prompts for every recurring task in your practice. This is your competitive advantage — other consultants are starting from scratch every time.
A prompt library should be organized by workflow stage:
Claude's Projects feature lets you set up a persistent context — company information, your firm's style guide, client background — that Claude remembers across all conversations in that project. For consulting, this is transformative.
You are a senior strategy consultant at [firm name].
About our firm:
- Specialization: [your focus areas]
- Typical clients: [types of companies]
- Deliverable style: [concise/detailed, formal/accessible]
- Frameworks we use: [preferred frameworks]
About this engagement:
- Client: [company name and description]
- Project scope: [what we're doing]
- Key stakeholders: [names and roles]
- Current project phase: [where we are]
Writing guidelines:
- Executive summaries: 2 paragraphs max
- Bullet points: 3-7 per section
- Avoid: buzzwords, passive voice, hedging language
- Always: lead with the main point, support with evidence
For all requests in this project, write as if you are
a member of this consulting team working on this engagement.
After five days of using AI for consulting, it's worth being clear about where human judgment still matters most. This isn't about protecting your job — it's about understanding where to focus your time.
One more area where AI changes the game: business development. Writing proposals, capability statements, and case studies used to be the most painful part of running a consulting practice. With AI, it's dramatically faster.
Write a 1-page capability statement for a consulting
engagement proposal.
Our firm: [name and brief description]
Target client: [company and their situation]
The problem they need solved: [specific challenge]
Our relevant experience: [past projects and results]
Our approach: [how we work]
Team credentials: [relevant expertise]
Write in a confident, specific tone. Lead with the
client's problem, not our credentials. Include 3-4
concrete examples of similar work with measurable results.
Close with a clear statement of what we would do and
what outcome they can expect.
Pick your most time-intensive recurring deliverable — the one that takes you the longest every engagement. Build a complete AI workflow for it: research prompt, analysis prompt, draft prompt, editing pass. Use it on your next real project. Track the time savings. That number tells you exactly how much leverage you're getting from this work.
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