The AI Discovery Sprint

Go from "we should do something with AI" to a prioritized roadmap and working prototype -- in four weeks.

Weeks

$15-25K

Investment

Working Prototype

What You Get

AI Readiness Assessment

A candid evaluation of your data, systems, and team capabilities -- where you stand today and what gaps need closing before AI delivers real value.

Opportunity Mapping with ROI

Concrete use cases ranked by business impact, feasibility, and projected ROI. No theoretical exercises -- just opportunities tied to your P&L.

Prioritized Roadmap

A phased implementation plan your leadership team can act on immediately, with clear milestones, dependencies, and resource requirements.

First Working Prototype

A functional prototype of your highest-priority use case, built during the sprint, so your team can see AI in action -- not just on a slide.

How It Works

Week 1: Audit & Interviews

We interview key stakeholders, audit your data infrastructure, and document existing workflows. We identify where AI can remove friction, reduce cost, or create new revenue.

Week 2: Analysis & Opportunity Mapping

We score each opportunity against feasibility, data readiness, and business impact. You receive a ranked matrix with projected ROI for the top candidates.

Week 3: Roadmap & Architecture

We design the technical architecture for your top use case and build a 6-12 month phased roadmap covering quick wins, medium-term projects, and strategic bets.

Week 4: Prototype & Presentation

We build a working prototype of your #1 use case and present the full strategy to your leadership team -- complete with roadmap, budget estimates, and next steps.

Who This Is For

Mid-market companies ($50M--$500M revenue) that know AI matters but don't have an internal AI team, a clear strategy, or the bandwidth to figure it out alone. If your competitors are moving on AI and you're still evaluating options, this sprint is designed for you.

You have operational data but aren't leveraging it with AI
Leadership is asking "what's our AI strategy?" and no one has a clear answer
You've seen vendor demos but can't tell what's real from what's vaporware
You want to move fast without making a six-figure mistake

Why Last Rev

Strategy Through Implementation

We don't hand you a deck and disappear. The same team that builds your strategy builds your systems. No handoff gaps, no lost context.

End-to-End Partner

From discovery through production deployment, we cover AI strategy, data engineering, application development, and ongoing optimization.

Built for Mid-Market

We understand the constraints of mid-market companies: lean teams, limited AI expertise in-house, and boards that want ROI -- not science projects.

Bias Toward Action

You leave the sprint with a working prototype, not just a PowerPoint. Our goal is to compress months of exploration into four focused weeks.

"The companies that win with AI aren't the ones with the biggest budgets. They're the ones that start with a clear use case, prove it fast, and scale what works."

Ready to Get Started?

Book a 30-minute discovery call. No pitch deck -- just a conversation about where AI fits in your business.

Book a Discovery Call -- lastrev.com/ai-services