AI Opportunity Assessment · Neon & Slate
Everybody wants AI.
Nobody agrees on where to start.
Your teams and customers know where the friction is. We turn it into a roadmap for value creation.
Discover → Prioritize → Implement
01
Discover
Map how work actually gets done. AI-assisted interviews surface workflows, bottlenecks, decision flows and institutional knowledge.
Output: Operational Knowledge Map
02
Prioritize
Build the business case. Assess AI readiness, prioritize use cases, estimate ROI and define the implementation roadmap. Buy vs build assessment.
Output: Board-Ready AI Strategy
◆ Milestone: First AI Project Selection — Go / No-Go Decision
03
Implement
Deploy the first high-impact AI initiative. Custom AI solutions, governance, workflow redesign and adoption.
Output: Production-Ready AI Capability
04
Scale
Expand what works. Roll out additional use cases, upskill teams and embed AI across the organization.
Output: Enterprise-Wide Adoption
14%
of AI pilots reach production
62%
can't link AI spend to EBITDA
48h
to your personalized report
Sources: McKinsey Global Institute · Gartner AI Hype Cycle 2025 · MIT Sloan Management Review · enterprise AI surveys, 2025-2026
Which one are you?
□“We have a strategy.” (You have a deck.)
□“We're running pilots.” (Since Q1. Of last year.)
□“The team is adopting it.” (37 personal ChatGPT accounts.)
□“We're waiting for the right moment.” (Your competitors aren't.)
15-min AI interview · readiness score · report in 48h
If you checked any box, give us 15 minutes to surface AI opportunities — and where it's likely to disappoint. You'll get a sample audit within the next 48 hours.
Start our assessment:
AI isn't magic, and neither are we. Consider this a glimpse of how a full audit maps workflows, captures institutional knowledge, identifies bottlenecks, and uncovers opportunities for AI-driven value creation.
Neon & Slate is a team of senior AI engineers helping established organizations deploy agentic systems, with measurable business outcomes. Since 2022.
