How to Write a One-Page AI Project Brief That Gets You a Useful Quote

<i>Stop getting vague quotes for AI projects. A one-page brief helps consultants understand your needs and give you accurate pricing. Here’s how to write one for your Central Florida business.</i>

You’re a small business owner in Central Florida. Maybe you run a plumbing company in Sanford, a real estate agency in Winter Park, or a medical practice in Lake Nona. You’ve heard about AI tools that can save time, handle calls, or automate paperwork. So you reach out to a consultant and ask, “How much for AI?” They come back with a quote that says “$5,000–$50,000.” Not helpful.

I’ve seen this happen again and again. The problem isn’t the consultant—it’s the lack of a clear project brief. When you hand someone a one-page document that spells out exactly what you need, they can give you a real number. Here’s how to write one.

Why a One-Page Brief Matters

A project brief forces you to think through what you actually want. Without it, you’re asking for a price on a vague idea. That’s like asking a contractor to quote a “new kitchen” without specifying cabinets, countertops, or appliances.

Look, I had a client in Maitland who wanted an “AI voice agent.” That could mean a simple answering service or a full CRM integration. After I asked a few questions, they realized they needed the latter—and the price doubled. But they got an accurate quote and avoided a failed project.

A good brief also saves you time. Instead of back-and-forth emails, the consultant can review your document and come back with a clear proposal. I’ve seen this cut the quoting process from two weeks to two days.

Section 1: The Problem You’re Solving

Start with the pain point. What’s broken? Be specific. “We miss too many calls” is better than “We need better customer service.” But even better: “We miss 60 calls per day because our front desk is overwhelmed. Each missed call costs us an average of $150 in lost revenue.”

Numbers ground your problem. If you don’t know the exact figure, estimate. Consultants can work with estimates—they just need something to anchor on.

A real estate agent in Clermont had a clear one: “spending 15 hours per week on listing descriptions.” That’s measurable. The brief led to a solution that cut that time to 2 hours.

Section 2: The Desired Outcome

What does success look like? Again, get specific. “We want to answer every call within 30 seconds, 24/7.” That’s a goal. “We want to increase lead conversion by 20%.” That’s another.

Think about metrics you actually care about: time saved, revenue increased, customer satisfaction scores. If you can’t measure it, you won’t know if the project worked.

One Lake Mary logistics company wanted to “automate invoice processing.” Their desired outcome: “Reduce manual data entry by 90% and cut payment cycles from 45 days to 15 days.” That gave the consultant a clear target to hit.

Section 3: Current Process and Tools

Describe how you do things now. What software do you use? What steps are involved? This helps the consultant understand the context and avoid suggesting something that doesn’t fit your stack.

Here’s the thing—a dental practice in Oviedo used a legacy scheduling system. The AI solution needed to integrate with that system. Without that detail, the consultant might’ve proposed a tool that couldn’t connect. Total waste of time.

List your tools: CRM, phone system, email platform, project management software, whatever. Even if it seems obvious, write it down.

Section 4: Constraints and Must-Haves

Every project has limits. Budget? Timeline? Compliance requirements? For a medical practice in Lake Nona, HIPAA compliance wasn’t negotiable. That ruled out several cheap solutions right away.

Other constraints: “Must work with our existing phone system,” “Can’t require more than 10 hours of staff training,” “Must be live by Q2.”

Also list any must-have features. A property management company in Apopka needed the AI to handle maintenance requests in Spanish and English. That was non-negotiable.

Section 5: Users and Stakeholders

Who’ll actually use the AI tool? Who’ll be affected? List the roles: front desk staff, sales team, managers, customers. Consider their tech comfort level. If your staff struggles with new software, the solution needs to be straightforward.

A Sanford HVAC company learned this the hard way. They bought a complex AI chatbot that required constant tuning. Their technicians hated it and stopped using it after a week. A better brief would’ve flagged that the users were field workers who needed something dead-simple.

Section 6: Data and Access

AI projects often need data. What do you have? Where’s it stored? Is it clean? Your brief should note: “We’ve got 10,000 customer records in Salesforce, but many are missing phone numbers.” Or “We have 500 hours of call recordings in MP3 format.”

This helps the consultant estimate the work needed to prepare data. I’ve seen projects double in cost because the client’s data was a mess. A brief that mentions this upfront prevents ugly surprises.

Putting It All Together: A Sample Brief

Here’s a real example from a retail chain in Winter Garden:

“We own three boutique clothing stores. Our biggest problem: we miss 40% of after-hours calls because we close at 6 PM. Each missed call costs us about $75 in lost sales. We want an AI voice agent that can answer calls, take orders, and schedule appointments. It’s got to integrate with our Square POS and Google Calendar. Budget: $2,000–$3,000 upfront, $500/month max. Need to be live in 6 weeks. Users: store managers (not tech-savvy). We’ve got 2 years of call logs and a product catalog in CSV.”

That brief got them three quotes within a week, all within 15% of eachother. They picked the one that best fit their budget and timeline.

Common Mistakes to Avoid

Don’t write a brief that’s too vague. “We want to use AI to grow our business” says nothing. Be concrete. Don’t hide your budget—consultants can work with a range, but they need a ballpark. Don’t forget to mention who’ll be using the system and how tech-savvy they are.

Also, avoid jargon. If you don’t know what “natural language processing” means, don’t put it in the brief. Use plain English. The consultant can translate.

How to Use the Brief

Send the brief to 2–3 consultants. Ask them to review it and give you a fixed-price quote or a clear estimate. Compare apples to apples. If one quote is wildly different, ask why. The brief makes that conversation productive.

You can also use the brief internally. It forces your team to agree on what you’re actually trying to solve. I’ve had clients tell me the brief itself was the most valuable part.

If you’re not sure where to start, I offer a free AI Readiness Assessment that helps you build a brief. Or check out our AI Glossary for plain-English definitions of common terms.

Once you’ve got a solid brief, you’re ready to explore specific solutions like AI voice agents or Microsoft 365 Copilot. And if you need ongoing guidance, consider our Fractional AI Officer service.

Writing a one-page brief takes about an hour. It could save you weeks of confusion and thousands of dollars. Try it for your next AI project.

"A good brief can cut the quoting process from two weeks to two days."

Frequently asked questions

What is an AI project brief?

A one-page document that outlines the problem you want to solve, the desired outcome, current tools, constraints, users, and data. It helps consultants give accurate quotes.

How long should an AI project brief be?

One page. That's enough to cover the essentials without overwhelming the reader. Bullet points and short paragraphs work best.

Do I need to include my budget?

Yes, even a range helps. Consultants can tailor their solution to your budget. Without it, you might get a quote that's way too high or low.

What if I don't know the technical details?

That's fine. Describe the problem in plain English. The consultant can ask follow-ups. The goal is to communicate your needs, not to sound technical.

How many consultants should I send the brief to?

2 to 3. That gives you enough comparison without overwhelming yourself. Make sure each consultant has time to review and ask questions.

Can a brief guarantee a fixed price?

No, but it greatly reduces the range. With a good brief, most consultants can give a fixed price or a tight estimate. Vague briefs lead to vague quotes.