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Embracing Artificial Capable Intelligence: A 3-min Guide for Businesses

The advent of ACI offers unparalleled opportunities for businesses willing to embrace change. Learn why

Artificial Capable Intelligence (ACI) is transforming the business landscape. Mustafa Suleyman's new  Turing test concept, which challenges AI to convert a $100,000 investment into $1 million on a retail web platform, marks a significant shift. This challenge requires AI to extend its capabilities beyond mere strategic thinking and text generation to encompass product design, manufacturing, and marketing, thus highlighting the shift from AI's language capabilities to its potential for real-world impact. Suleyman's term "Artificial Capable Intelligence" distinguishes the immediate, achievable capabilities of AI from the broader, more speculative Artificial General Intelligence (AGI).

The Strategic Shift

ACI agents will need to be adept at planning, negotiating, and integrating with various business sectors to achieve their objectives. This presents businesses with two pressing challenges: Firstly, a failure to develop these agents in house could swiftly render them operationally inadequate and uncompetitive. Secondly, there's an imperative need for businesses to strategically expose their data and processes to facilitate engagement with other businesses’ ACI agents.

Learning from Amazon's API Mandate - The Bezos API Mandate as a Blueprint

A pivotal example of this kind of transformation can be seen in Amazon's 2002 "Bezos API Mandate." Jeff Bezos' directive for all teams to expose their data and functionality through service interfaces revolutionized Amazon's operational model. Many attribute this mandate to Amazon's success by fostering efficient communication and integration between departments. In the era of ACI, the principles of this mandate become even more crucial. Businesses that reduce barriers for communication and integration are more likely to successfully integrate ACI agents, thus securing more business opportunities. What was transformative in 2002 will become a benchmark for competitiveness in the ACI era.

Adapting Business Models for the ACI Age

For technologically advanced companies, these practices are already standard in 2024. However, small to medium-sized businesses might be caught off-guard if they don't start adapting their operational structures to accommodate ACI agents. Organizing and operationalizing data – through data lakes, warehouses, or databases – is essential. Even comprehensive documentation of business processes could be invaluable, as ACI agents could potentially ingest and interpret this information. Without the implementation of APIs, these AI systems are still expected to perform operations that any computer-literate person could. Developing accessible websites or portals is also crucial for enabling these agents to tap into emerging business services.

Redefining Workforce Skills and Business Strategy for the ACI Age

Adapting to the rise of ACI is more than just a technological upgrade; it's a significant cultural and strategic shift. Businesses need to not only retrain their workforce in these new technologies but also embed ACI considerations into their strategic decision-making processes. With the likelihood of this technology becoming mainstream in just two years, prompt and proactive adaptation is crucial for businesses to stay relevant.

The Potential for Business Transformation

The advent of ACI offers unparalleled opportunities for businesses willing to embrace change. The transition to this new technological era is not merely about maintaining relevance; it's about seizing the potential to revolutionize business operations and strategies. Businesses that act swiftly to integrate ACI into their models will be the ones leading the charge in this new age of AI.

Moving Forward with ACI

The imperative for swift integration and the advantages of early adoption highlight the importance of navigating the transition to a technologically advanced future with ACI. Businesses that successfully incorporate these strategies will not only remain competitive but also set the pace in the evolving landscape of artificial intelligence.

Ready to Embrace the Future with Artificial Capable Intelligence?

Discover how can help your business harness the power of generative AI and ACI. Visit today and take the first step towards innovation and growth.

A futuristic, abstract representation of artificial intelligence in a business context, featuring a digital brain made up of glowing circuits and networks, with holographic icons related to AI and business analytics floating around it. The background is sleek and modern, with subtle shades of blue and gray, symbolizing innovation and technology in the corporate world.


[1] Mustafa Suleyman: My new Turing test would see if AI can make $1 million

[2]  “The Bezos API Mandate: Amazon’s Manifesto For Externalization” (

Matt Molony

Head of Data Science