I’ve Built 500 AI Workflows, This is What Businesses Want in 2026

Item: I’ve Built 500 AI Workflows, This is What Businesses Want in 2026
Rating: 4
Author: PostSingularity Institute

by Nate Herk

Humanities, Social Sciences & Thought AI — News & Applications UYComputer science UYQArtificial intelligence (AI)

🎙 Nate Herk 👥 964K 📅 March 30, 2026 ⏱ 14 min 👁 253K 📄 expert opinion 🧭 2026-08-28

Available in: English (current) Français

Keywords

speed to leaddocument processingfollow-up sequencesdatabase reactivationinternal reporting

Summary

In this video, Nate Herk, an AI automation expert, shares insights from building 500 AI workflows for various businesses. He identifies five ‘boring’ but highly profitable automation types that businesses actually want in 2026: speed-to-lead, document processing, follow-up sequences, database reactivation, and internal reporting/status notifications. For each, he explains the problem it solves, provides a concrete example with ROI calculations, and lists the industries that benefit most. He emphasizes that businesses prefer simple, reliable automations over flashy AI agents. He then offers two strategies for selling these workflows: niching down on one process or acting as a broader consultant. He concludes with a practical tip for identifying a business’s bottleneck: asking what would break first if 500 new clients arrived. The video is practical and data-driven, based on the author’s direct experience.

132 words

Critical Evaluation

Value of the Information & Strength of the Argument

The video’s value lies in its practical, experience-based insights. The author clearly explains each workflow, its business value, and provides concrete examples with ROI calculations, making the information actionable. The argumentation is solid: he builds a case for each workflow by highlighting the problem, the solution, and the financial impact. He also addresses common pitfalls, such as focusing on ‘shiny’ AI agents instead of solving real business problems. The advice on selling workflows is particularly valuable, emphasizing the importance of positioning and understanding the client’s bottleneck.

Scientific Rigor, Source Quality, Title Accuracy

The video is based on the author’s personal experience, which lends credibility but also limits generalizability. While he cites statistics (e.g., ‘respond within 5 minutes increases conversion by 10x’, ‘average business takes 47 hours to respond’), he does not provide sources for these claims. The video is well-structured and the title accurately reflects the content. The author’s advice is practical and grounded in real-world examples, but the lack of formal citations reduces the scientific rigor. The description includes links to his courses and tools, but no external references to support the statistics.

193 words

Title / Content Match

The title accurately reflects the content: the author shares five specific AI workflows that businesses want, based on his extensive experience.

Quality & Reliability

7/10

The video is based on the author's direct experience building 500 workflows, providing practical, real-world insights. However, it lacks formal citations for the statistics mentioned (e.g., response time conversion rates, error rates), and the claims are anecdotal rather than peer-reviewed. The advice is actionable but should be validated with additional research.

Key Moments

Markers derived by PSI from the transcript: the creator did not define chapters.

Cited Sources

AI Automation Society (Free Course) — Mentioned as a free resource for viewers to access the resource guide.
AI Automation Society Plus (Full Courses) — Mentioned as a paid course option.
Podcast Application — Mentioned for viewers to apply for his podcast.
Work with Nate (Uppit AI) — Mentioned as a way to work with him directly.
Glaido (Voice to Text Tool) — Mentioned as a tool he uses.
Hostinger VPS (Claude Code Hosting) — Mentioned as a tool for hosting AI workflows.
LinkedIn Profile — Mentioned as a way to connect with him.

Concurring Sources

Lead Response Management Study — Harvard Business Review article on the importance of responding to leads quickly.
Intelligent Document Processing — Wikipedia overview of IDP, which aligns with the document processing workflow.

Contribution & Novelties

The video provides a practical, experience-based framework for identifying and selling AI workflows that businesses actually want. It challenges the common focus on ‘flashy’ AI agents and emphasizes simple, reliable automations that solve core business problems. The author’s ‘five workflows’ framework is a useful starting point for anyone entering the AI automation space.

Pour aller plus loin :

Speed to Lead — Concept of responding quickly to leads to increase conversion.
Document Processing Automation — Overview of using AI to automate document data extraction.
Customer Relationship Management (CRM) — Systems used to manage interactions with current and potential customers.
Lead Nurturing — Process of developing relationships with buyers at every stage of the sales funnel.
Business Process Automation — Technology-enabled automation of complex business processes.

125 words

Radar Profile

The radar profile shows high scores in information quantity and quality, reflecting the video's practical, experience-based content. The technical level is moderate, making it accessible to a broad audience. The reliability score is slightly lower due to the lack of formal citations for the statistics mentioned.

Reliability 6/10

💬 Très positif. Sur les 30 commentaires analysés, la grande majorité exprime une forte approbation, saluant la pertinence des conseils et l'approche pragmatique, avec quelques commentaires soulignant l'utilité des exemples concrets et des timestamps.