Consulting Service for AI Project Success

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Consulting Service for AI Project Success

Inspired by a conversation on:

Super Data Science: ML & AI Podcast with Jon Krohn

Super Data Science: ML & AI Podcast with Jon Krohn

924: 95% of Enterprise AI Projects Fail (Per MIT Research)

Host: Jon Krohn

Timestamp: 00:04:12 - 00:05:01

Listen to Episode • View Podcast • All Ideas from Super Data Science: ML & AI Podcast with Jon Krohn

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Feather Flow

Direct Quote

"I also have my own consulting firm called YCaret, and we can also get you rolling."

Market Gap

Firms struggle to implement successful AI projects.

Many companies are eager to adopt AI technologies but face high failure rates in their implementation of these projects. The complexities of integrating AI into existing workflows, understanding the necessary model requirements, and ensuring ongoing adaptability contribute to the challenges faced by organizations. Most enterprises lack the expertise or resources to navigate these complexities effectively, resulting in wasted investments and unmet expectations. A consulting service that specializes in guiding companies through successful AI implementation could provide significant value by enabling firms to leverage AI effectively and achieve measurable outcomes.

Summary

The idea is to establish a consulting service dedicated to helping enterprises successfully implement AI projects. This service would offer tailored guidance based on the specific needs and contexts of organizations, focusing on best practices for integrating adaptive AI systems into existing workflows. By leveraging insights from successful AI projects, the consulting firm would assist clients in developing strategic roadmaps, conducting feasibility studies, and ensuring that the AI solutions deployed are capable of evolving with user feedback. The target audience includes enterprises looking to improve their AI project success rates. The consulting service would emphasize collaboration, training, and support to facilitate a smoother transition to effective AI utilization.

Categorization

Business Model
Service
Target Founder
Subject Matter Expert
Difficulty
Medium
Time to Revenue
1-3 months
Initial Investment
$1,000 - $10,000

Potential MRR (18-24 months)

Conservative
$3,000 - $6,000 MRR
Moderate (Most Likely)
$10,000 - $20,000 MRR
Optimistic
$25,000 - $50,000 MRR

* Estimates assume solo founder/bootstrap scenario with competent execution

Scores

Clarity
9/10
Novelty
6/10
Feasibility
8/10
Market Potential
8/10
Evidence
7/10
Overall
7.6/10
Found on September 19, 2025 • Analyzed on September 19, 2025 1:59 PM

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How should I validate this service idea before building it?

2:34 PM

Great question! For a service idea like this, I'd recommend starting with these validation steps:

  1. Customer interviews: Talk to Subject Matter Expert to understand their pain points
  2. MVP approach: Build a simple landing page to test demand
  3. Competitor analysis: Research existing solutions and identify gaps

Would you like me to help you create a specific validation plan for your medium difficulty idea?

2:35 PM

Yes, and what about the technical implementation? Should I build this myself or hire a team?

2:36 PM

Based on your idea's complexity and 1-3 months, here's my recommendation:

Technical Strategy:

  • Start with no-code tools for rapid prototyping
  • Consider your technical background and available $1,000 - $10,000
  • Plan for scalability from day one

I can help you create a detailed technical roadmap and resource allocation plan...

2:37 PM

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