How to Brief an AI Consultant: Get Maximum Value from Day One

You've decided to work with an AI consultant. Smart move. But the quality of the engagement depends heavily on how well you brief them. A vague brief leads to vague results. A clear brief leads to a project that delivers real business impact from day one.

Having worked with dozens of businesses across the UK, here's what Blue Canvas recommends you prepare before your first meeting.

The Five Things Every AI Brief Needs

1. The Business Problem (Not the Technology)

Start with the pain, not the solution. "We want to implement a chatbot" is a technology request. "Our team spends 30 hours a week answering the same 20 questions" is a business problem. The second gives your consultant the context to recommend the best solution — which might not be a chatbot at all.

Good examples:

• "We're losing leads because we can't respond to enquiries fast enough outside business hours"
• "Our monthly reporting takes 3 days of manual data compilation"
• "Customer churn has increased 15% this year and we don't know why"
• "We're turning down work because we can't process applications fast enough"

2. What Success Looks Like

Define success in measurable terms before the project starts. This protects both you and the consultant. If you can't measure it, you can't manage it.

Good success criteria:

• "Reduce customer response time from 4 hours to under 15 minutes"
• "Cut report generation time from 3 days to 2 hours"
• "Increase lead conversion rate from 3% to 5%"
• "Save £40,000/year in administrative costs"

Need help calculating potential returns? Our AI ROI calculator guide walks you through the numbers.

3. Your Current Setup

Save time and money by documenting what you already have:

• Systems and tools: What CRM, accounting, email, and other software do you use?
• Data: What data do you collect? Where is it stored? How clean is it?
• Processes: How does the current process work? Who's involved? What are the bottlenecks?
• Previous attempts: Have you tried to solve this before? What happened?

4. Constraints and Non-Negotiables

Be upfront about your boundaries:

• Budget: Give a range, not an exact figure. "We have £10,000-£20,000 for this project" is perfectly fine.
• Timeline: When do you need results? Is there a hard deadline?
• Data sensitivity: Are there data privacy requirements, regulatory constraints, or compliance needs?
• Team capacity: How much time can your team devote to this project?
• Technical constraints: Systems that can't be replaced, security requirements, integration needs.

5. Decision-Making Process

Who needs to sign off? How long do approvals take? How are decisions made? Nothing kills project momentum like surprise stakeholders appearing in week six with concerns that should have been raised in week one.

The Brief Template

You don't need a lengthy document. One page covering these points is enough:

1. Business problem: What's not working and what it's costing you
2. Success metrics: How you'll measure whether the project worked
3. Current state: Systems, data, and processes
4. Constraints: Budget, timeline, compliance, team availability
5. Stakeholders: Who's involved and who makes decisions

What NOT to Do

• Don't prescribe the solution. You're hiring an expert — let them recommend the approach. Saying "build us a GPT-4 integration" limits your consultant to one option when there might be a better, cheaper solution.
• Don't hide problems. If your data is a mess, say so. A good consultant will factor data cleanup into the project plan. Discovering it mid-project causes delays and cost overruns.
• Don't be vague about budget. "As cheap as possible" isn't a budget. It tells the consultant nothing and leads to proposals that don't match your expectations.
• Don't skip the brief. Walking into an engagement without preparation wastes the consultant's time (and your money) on discovery that could have been done upfront.

After the Brief

A good consultant will respond with clarifying questions, a proposed approach, and a clear scope of work. If they jump straight to a contract without asking questions, that's a red flag — they're not listening, they're selling.

Blue Canvas starts every engagement with a free discovery call to understand your situation before proposing anything. Whether you work with us or another consultancy, the brief you prepare will make the difference between a project that delivers and one that disappoints.