Return On Intelligence: Implement AI Without Wasting Time & Money

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On Return on Intelligence, Nahshon Cook-Nelson and 923 AI Studio CEO Andrew Amann explain why AI progress is shifting from “better models” to better tools (memory, planning, browsers/terminals). They stress that documented processes + knowledge bases—not tribal expertise—are what make enterprise agents reliable, and warn that vibe coding can create bloated systems without proper governance.
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Resources Mentioned:
Case Studies & Resources: https://hubs.li/Q03KQ_zG0
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About NineTwoThree Studio:

We've built custom AI solutions for 100+ companies, delivering 7-figure returns from 6-figure investments. Our team combines AI expertise with proven product management to create solutions that actually work.

Ready to move beyond generic tools like ChatGPT? Book a discovery call to see if your AI project has real potential:
https://hubs.li/Q03KQ-Nd0

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Multi-agent workflows are exciting, but are they necessary? Or, are they decreasing output quality and making it harder for companies to build reliable internal AI solutions? We brought three of our own ML engineers to break this down for us after working on real multi-agent projects.
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Resources Mentioned:
Case Studies & Resources: https://hubs.li/Q03KQ_zG0

About NineTwoThree Studio:
We've built custom AI solutions for 100+ companies, delivering 7-figure returns from 6-figure investments. Our team combines AI expertise with proven product management to create solutions that actually work.

Ready to move beyond generic tools like ChatGPT? Book a discovery call to see if your AI project has real potential:
https://hubs.li/Q03KQ-Nd0

Join over 5,000 leaders getting the AI newsletter worth reading: https://hubs.ly/Q045C0780
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This episode covers Andrew's take that every employee should be "vibe coding" — but only on top of their company's own infrastructure and data, not generic AI. He walks through seven levels of AI fluency that mirror how people naturally learn, from basic prompting up to building full systems and then rebuilding from a clean PRD. The bigger point is that smart CEOs don't just slap AI on sales and marketing — they identify operational bottlenecks first, which is where the real 10x results come from.
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Connect with Andrew Amann on LinkedIn:
https://www.linkedin.com/in/andrewamann/

Connect with Nahshon Cook-Nelson on LinkedIn:
https://www.linkedin.com/in/naycook/
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We've built custom AI solutions for 100+ companies over the last 8 years (yes, before ChatGPT)

We deliver 7-figure returns from 6-figure investments. Our team combines AI expertise with proven product management to create solutions that actually work.

Learn more about working with NineTwoThree AI Studio here:
https://hubs.ly/Q045C0gD0

Join over 5,000 leaders getting the AI newsletter worth reading: https://hubs.ly/Q045C0780
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Jack Dorsey recently announced that Block was laying off 4,000 people due to AI implementation. In this episode of the Return on Intelligence podcasts, we break down what this news really means and how executives and employees can prepare themselves for the future
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We've built custom AI solutions for 100+ companies over the last 8 years (yes, before ChatGPT)

We deliver 7-figure returns from 6-figure investments. Our team combines AI expertise with proven product management to create solutions that actually work.

Learn more about working with NineTwoThree AI Studio here:
https://hubs.ly/Q045C0gD0

Apply for a free AI Strategy Session:
https://hubs.li/Q0433FqJ0

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We've built custom AI solutions for 100+ companies over the last 8 years (yes, before ChatGPT)

We deliver 7-figure returns from 6-figure investments. Our team combines AI expertise with proven product management to create solutions that actually work.

Learn more about working with NineTwoThree AI Studio here:
https://hubs.li/Q03Z0k770

Download Our Free AI Implementation Guide: https://hubs.li/Q03Z0j_60
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In this video, we give away our free guide on how to hire AI development agencies in 2026. There are great implementation partners out there, but you haveto be able to see through the noise.
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We've built custom AI solutions for 100+ companies over the last 8 years (yes, before ChatGPT)

We deliver 7-figure returns from 6-figure investments. Our team combines AI expertise with proven product management to create solutions that actually work.

Learn more about working with NineTwoThree AI Studio here:
https://hubs.li/Q03Z0k770

Join over 5,000 leaders getting the AI newsletter worth reading: https://hubs.li/Q03-40T_0
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We're in an AI information overload, that's why we wanted to share 5 AI Workflows that we've actually implemented for real companies that you can copy
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We've built custom AI solutions for 100+ companies over the last 8 years (yes, before ChatGPT)

We deliver 7-figure returns from 6-figure investments. Our team combines AI expertise with proven product management to create solutions that actually work.

Learn more about working with NineTwoThree AI Studio here:
https://hubs.li/Q03Z0k770

Download the full AI Strategy Template here: https://hubs.li/Q044RBWm0
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Apply to have us build your AI strategy & Custom AI solution:
https://hubs.li/Q044RC2g0
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K&L Wines Case Study:
https://hubs.li/Q044RCrj0

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https://hubs.li/Q044RDzD0
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We've built custom AI solutions for 100+ companies over the last 8 years (yes, before ChatGPT)

We deliver 7-figure returns from 6-figure investments. Our team combines AI expertise with proven product management to create solutions that actually work.

Learn more about working with NineTwoThree AI Studio here:
https://hubs.li/Q044RC2g0

Join over 5,000 leaders getting the AI newsletter worth reading: https://hubs.li/Q03-40T_0
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There is information overload when it comes to AI, but there's a lack of practical experience. That's why we brought two of our very own Machine Learning Engineers to share what's been working best on real AI projects.

Vitalijus Cernej
Lead ML Engineer
https://www.linkedin.com/in/vitalijus-cernej/?originalSubdomain=lt

Jurgis Samaitis
Machine Learning Engineer
https://www.linkedin.com/in/jurgis-mantas-samaitis/?originalSubdomain=lt
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About NineTwoThree AI Studio:

NineTwoThree is an award-winning AI Product Studio that helps enterprises bridge the gap between high-level strategy and real-world execution. Led by MIT and Harvard-trained practitioners, we replace the slow, 18-month roadmaps of traditional consulting with a battle-tested 90-day launch window. From custom Machine Learning models to Agentic workflows, we build production-ready AI that delivers measurable ROI in weeks, not years.

Ready to see what your data can do? Book an AI Discovery Workshop and get a clear roadmap to ROI.

Join over 5,000 leaders getting the AI newsletter worth reading: https://hubs.li/Q03-40T_0
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OpenAI issued a code red, but most people missed the real reason. In this video, we break down why we believe OpenAI is in trouble.
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About NineTwoThree AI Studio:

NineTwoThree is an award-winning AI Product Studio that helps enterprises bridge the gap between high-level strategy and real-world execution. Led by MIT and Harvard-trained practitioners, we replace the slow, 18-month roadmaps of traditional consulting with a battle-tested 90-day launch window. From custom Machine Learning models to Agentic workflows, we build production-ready AI that delivers measurable ROI in weeks, not years.

Ready to see what your data can do? Book an AI Discovery Workshop and get a clear roadmap to ROI.