Today's AI Has Plenty of Tools But Not Enough Builders
Jason Dussault
Chief Executive Officer, Co-Founder
This Post is disseminated on behalf of Intellistake Technologies Corp.
Just over three years after ChatGPT launched, almost one third of the Fortune 500 and one fifth of the Global 2000 have real enterprise AI deployments in their organizations.¹
According to new data by a16z, that is based on signed contracts and live deployments, not survey data. That number stopped me when I read it.
AI Is the New Normal. The Question Is: Who's Ready for It?
Undeniably, AI is becoming about as standard as having a website. There are tools for writing, tools for coding, tools for customer support, tools for legal work.
The market is not short of options. Every week there is something new to try, something faster, something cheaper, something with a better interface than the last one.
And to be fair, a lot of those tools are genuinely good. The productivity gains are real. Engineers using AI coding tools are reportedly seeing 10 to 20 times improvements in output.¹ Legal teams are processing more work with fewer people. Customer support is being handled at a scale that would have been impossible to staff two years ago.
But there is a difference between using a tool and building something with it. That distinction matters more than most people are talking about right now.
The Gap Is Already Opening
PwC published research this month showing that 74% of AI's economic value is currently being captured by just 20% of organizations.² That is where things stand right now, and I believe the gap may be widening.
The difference between that 20% and everyone else is not which tools they bought. It is how deeply AI is actually built into the way they operate. Organizations that have redesigned their processes around AI are twice as likely to exceed their revenue goals.³ The companies still running pilots are not being cautious. They are just falling further behind.
What separates the leaders is not access to better software. It is the ability to actually integrate AI into the infrastructure of the business. That requires a different kind of work entirely.
The Tools Exist. The Builders Are Scarce.
I was speaking with Gregory recently and he put it in a way that stuck with me. You can hand someone the best toolbox in the world, but if nobody knows how to build the house, it just sits there. That is roughly where enterprise AI is right now.
The tools are not the bottleneck. The people who can actually build with them, at an enterprise level, reliably and at scale, that is where the scarcity is.
AI agents are where this is most visible.
An agent is not a chatbot. It is software that can reason, make decisions, and complete multi-step tasks inside a real business environment without a human directing every move. Most companies know they need this. Very few have the teams to build it.
Intellistake has already proven it can be done. An enterprise AI agent platform built and delivered for PowerBank Corporation, from discovery to live production in six to eight weeks.
The work has since moved inward, now building the internal multi-agent business intelligence framework designed to do precisely what the data says every enterprise needs to be doing, embedding AI into the way the business actually operates. External first, then internal. That is how you prove you can build something before you scale it.
The Window Is Shorter Than It Looks
By 2028, 33% of enterprise software applications are expected to include agentic AI, up from less than 1% in 2024.⁴ That shift is not coming from nowhere. It is coming from the companies that started building the foundation before the moment arrived.
The challenge is that finding teams who can actually implement this at an enterprise level is harder than it sounds. The technology is moving faster than the talent pool building it.
The a16z research makes this point directly. Many of the AI companies generating the most revenue today were built just before model capabilities unlocked their product. They had the technical infrastructure and the market awareness in place when the unlock came, and that positioning was decisive. The same pattern is playing out right now.
The organizations building today are not ahead of the curve. They are on it. The ones still watching are the ones that will be looking for builders when it is already too late to close the gap.
Disclaimer
There has been significant volatility in digital assets and their value can decline rapidly, which in turn would lead to a decline in the stock price of companies holding digital assets. Intellistake is a start-up that does not have the same access to capital as other larger more established companies.
Intellistake has just commenced operating its business and is at an early stage of development. Intellistake is entering this space by acquiring and operating blockchain validator hardware that supports AI networks and investing in AI-related digital tokens to primarily operate validator hardware.
Intellistake is presently evaluating the regulatory framework for tokenization. Any tokenization will be subject to it being completed in compliance with applicable law, regulatory requirements and terms of any underlying agreements associated with the underlying assets. The actual structure of such tokenization, the assets that would be subject to tokenization, and the associated timeline, have not yet been determined. Intellistake will provide further updates as material developments related to this tokenization strategy occur.
Intellistake is developing custom AI software systems called "AI Agents" for businesses. It recently announced the development of IntelliScope, a newly designed enterprise artificial-intelligence (AI) suite that applies decentralized AI technologies to deliver transparent and verifiable corporate intelligence. IntelliScope, which is in testing, is being publicly introduced as Intellistake's enterprise AI suite, reflecting the Company's focus on advancing practical applications of decentralized AI technologies.
The IntelliScope suite is being developed as a collection of modular AI agents, each intended to address specific enterprise challenges. Development has advanced through internal closed testing, where functionality is being refined and validated. Built to leverage decentralized AI technologies developed within the ASI Alliance FET token ecosystem, IntelliScope is now preparing to move into closed beta testing with an enterprise client, a phase focused on gathering feedback to shape premium features and expand real-world use cases.
The Company intends to deliver these solutions either as one-time projects or ongoing subscription services. Revenue is expected to come from implementation fees and monthly subscription payments. The Company does not presently have any customers. Intellistake is just commencing operations. It is targeting significant growth but its business is subject to several risks related to general business, economic and social uncertainties; the sufficiency of cash to meet liquidity needs; legislative, political and competitive developments; the inherent risks involved in the digital currency and general securities markets; the volatility of digital currency prices and the additional risks identified in the "Risk Factors" section of the Company’s filings with applicable securities regulators. Intellistake has not yet developed or commercialized its AI solutions.
Completion of the Singularity Venture Hub (“SVH”) acquisition remains subject to completion of satisfactory due diligence, the negotiation, and execution of a definitive agreement ("Definitive Agreement") that will include representations, warranties, covenants, indemnities, termination rights, and other provisions customary for a transaction of this nature, no objection from the Canadian Securities Exchange, and shareholder approval of SVH, if required.
This report contains "forward-looking information" concerning anticipated developments and events related to the Company that may occur in the future. Forward looking information contained in this report includes, but is not limited to, all statements in respect of the Company's growth and development, the operations and business segments of the Company, support for decentralized AI and blockchain networks, the details of the collaboration with Orbit AI and its expected benefits; the Company’s contributions towards the collaboration with Orbit AI; the timelines for Orbit AI’s operation; and Intellistake’s strategy to support tokenized, decentralized AI infrastructure.
In certain cases, forward-looking information can be identified by the use of words such as "expects", "intends", "anticipates" or variations of such words and phrases or state that certain actions, events or results "may", "would", or "might" suggesting future outcomes, or other expectations, assumptions, intentions or statements about future events or performance. Forward-looking information contained in this report is based on certain assumptions regarding, among other things, the Company and SVH satisfy all conditions necessary to close the proposed transaction; the Company will continue to have access to financing until it achieves profitability; obtaining the necessary regulatory approvals; the technology and blockchain industries in which the Company intends to focus its business in will grow at the rate and in the manner expected; the ability to attract qualified personnel; the success of market initiatives and the ability to grow brand awareness; the ability to distribute Company's services; the Company creates strategies to mitigate risks associated with cryptocurrency price fluctuations; the Company and SVH remain compliant with all applicable laws and securities regulations and applicable licensing requirements; the Company engages and collaborates with local experts, as necessary, to address jurisdiction-specific matters and ensures compliance with foreign regulations to avoid penalties; the Company addresses any potential cybersecurity threats promptly and effectively; the ability of the Company to develop its technology, acquire customers and have revenue; the ability to successfully deploy the new business strategy as a result of the change of business. While the Company considers these assumptions to be reasonable, they may be incorrect.
Forward looking information involves known and unknown risks, uncertainties and other factors which may cause the actual results to be materially different from any future results expressed by the forward-looking information. Such factors include risks related to general business, economic and social uncertainties; failure of the Company and SVH to satisfy all conditions necessary to close the proposed transaction; failure to raise the capital necessary to fund its operations; inability to create strategies to mitigate the risks associated with cryptocurrency price fluctuations; the costs of regulation in the digital asset industries increase to the extent that the Company is no longer generating sufficient returns for shareholders; failure to promptly and effectively address cybersecurity threats; insufficient resources to maintain its operations on a competitive basis; and the actual costs, timing and future plans differs expectations; legislative, environmental and other judicial, regulatory, political and competitive developments; the inherent risks involved in the cryptocurrency and general securities markets; the Company may not be able to profitably liquidate its current digital currency inventory, or at all; a decline in digital currency prices may have a significant negative impact on the Company's operations; the Company's success may depend on the continued involvement of key personnel, including advisors, whose involvement cannot be guaranteed; institutional adoption of decentralized AI infrastructure remains uncertain and may not occur at the pace or scale anticipated; evolving regulatory frameworks, including those related to AI (such as Canada's proposed Artificial Intelligence and Data Act), may impose additional compliance burdens or restrict certain business activities; valuation figures are based on publicly available market data and internal assessments at the time of the referenced transactions and may not reflect current or future valuations; the volatility of digital currency prices; the inherent uncertainty of cost estimates and the potential for unexpected costs and expenses, currency fluctuations; regulatory restrictions, liability, competition, loss of key employees and other related risks and uncertainties; delay or failure to receive regulatory approvals; failure to attract qualified personnel, labour disputes; and the additional risks identified in the "Risk Factors" section of the Company's filings with applicable Canadian securities regulators.
Although the Company has attempted to identify factors that could cause actual results to differ materially from those described in forward-looking information, there may be other factors that cause results not to be as anticipated. Readers should not place undue reliance on forward-looking information. The forward-looking information is made as of the date of this report. Except as required by applicable securities laws, the Company does not undertake any obligation to publicly update forward-looking information.
