What is the PPP singularity in Jordan? The point where a pilot costs less than the study

The PPP singularity is the point at which it becomes cheaper to build the pilot than to conduct the study. In Jordan, it marks the moment when a public body, a company or a bank can answer a question about a project by building a small working version of it for less than a report would cost. Picture where things stand today: a single $100 million PPP can spend $10 million on preparation before anything is built, and the same sum would build 100 pilots at $100,000 each. When that balance flips, the small project comes first and the large one starts from what the pilots have shown.

A PPP, or public-private partnership, is a project where a government and a private company share the work, the money and the risk. A pilot is a small first version of such a project, built on a real asset.

What is the PPP singularity?

The PPP singularity is the point at which it becomes cheaper to build the pilot than to conduct the study. Before that point, a public-private partnership spends years and a large sum on documents, models and negotiation before anything is built. Past it, an organization in Jordan can test an idea on a real asset first.

A PPP takes about seven years and around 10% of its capital cost to reach financial close, and most of that time and money goes into documents, models and negotiation. Those costs make sense for a large highway, and they are hard to carry for one water network or one clinic.

How does the PPP singularity arrive?

The PPP singularity arrives in Jordan from two directions. The cost of studying, tendering and contracting falls as artificial intelligence reads the contracts and prepares the paperwork. The cost of building a first version falls as robots, standard parts and sensors make a pilot quick and cheap to put on a real asset.

The paperwork gets cheaper. Small projects work only when preparing them costs little. The AI page describes tools that prepare feasibility studies, financial models, risk matrices and tender documents in days, compare bids on whole-life cost and answer questions on every contract in plain language. PPP Regulation No. 9 of 2024 defines small-scale PPPs below $14.1 million, which can be bundled into one feasibility report and one tender.

The first version gets cheaper. The robotics page describes factories that make standard parts and robots that lay, weld and print them in place, which lowers the cost of building the next copy. A few sensors cost very little, and AI reads their data the moment it arrives, so a team sees within days what used to show up in a report the next year.

Tokenization widens who can pay for a pilot. It splits ownership of a project into small digital shares, so a few hundred investors can fund one. The site adds that tokenized notes raise questions about classification, custody and investor protection, and that clear rules and a sandbox would answer them.

AI, robotics and tokenization lower the cost of trying a new idea on a real asset.

What does the PPP singularity mean at each size of the PPP pyramid?

The PPP pyramid has nine sizes, each ten times the last, from the $10,000 Nano PPP to the $1 trillion Cosmic PPP. The PPP singularity reaches the small sizes at the base first, and Jordan can carry what those projects teach up to the largest ones.

The base: Nano, Micro and Mini PPPs, from $10,000 to $1 million. A nano PPP is the size of a tank sensor or solar panels for one school, and it can be built in weeks. One million dollars buys a single mini PPP or 100 nano PPPs, so the same budget gives 100 different answers.

The middle: Urban, Metro and Mega PPPs, from $10 million to $1 billion. Design takes about 12 months, construction about 36 months and operation 20 years, so each lesson from a large project takes years to arrive. Pilots shorten that wait, because a large project can be cut into small test sections that prove each idea before the whole thing is built.

The top: Giga, Terra and Cosmic PPPs, from $10 billion to $1 trillion. Even a Giga PPP works like a program of dozens of contracts built in stages. The pilots for projects this large are the smaller sizes of the pyramid, because each step up is only ten times bigger than something already proven.

Why do small projects reach the PPP singularity first?

Small projects reach the PPP singularity first because a small pilot costs little and can be built in weeks. The small PPPs page says every small project is a real test of a legal structure, a way of paying for it and a way of building it, and Jordan can run many at once.

The old way of working puts years of study in front of one large project. The World Bank counted 315 private infrastructure projects reaching financial close across all low- and middle-income countries in 2024, only a few per country. A country that spends its money studying one big project gets one answer, years later.

Many quick pilots, each teaching something, change that pace. Small projects run in parallel let a country test many legal structures, financing models and construction methods at once. In Jordan, 1% of the budgets of 40 contracting authorities, about $78 million, would fund 780 small PPPs a year at $100,000 each.

How does the PPP singularity connect to the infrastructure singularity?

The PPP singularity connects to the infrastructure singularity through one habit. The infrastructure singularity is the point where the built world starts improving itself faster than anyone can direct it, and the site says the habit of testing and learning on small projects is where it begins. Organizations in Jordan can build that habit with every pilot.

Rebuilding and running the world’s infrastructure will take about $500 trillion over the next fifty years: $300 trillion to build, $150 trillion to operate and maintain, and $50 trillion for the sensors, compute and robotics inside the assets. The vision page sets out that picture, and the site calls the result the world’s biggest $500 trillion computer.

EarthOS is the site’s name for that machine’s operating system. It learns from every leak it finds and every repair it plans, and it shares each lesson with every similar asset on Earth. Every small PPP adds one more sensor and one more lesson to it. The futureproofing page adds that the change will arrive project by project.

What does the PPP singularity mean for Jordan’s $86 billion of projects and for Aqaba?

Jordan has $86 billion of PPP and infrastructure projects in development, $46 billion of them anchored in Aqaba, Jordan’s only port and its gateway to the Red Sea. The PPP singularity gives those large projects a faster way to learn, because small pilots can test new technology, contracts and finance before the large projects adopt them.

The site describes Aqaba as small enough to test a new idea quickly and busy enough to prove it. An organization in Aqaba can host a PPP research lab, run pilots on its own land and assets and publish every result, so the pilots that work there become the models for the rest of Jordan. The guide for organizations in AqabaPDF and the opportunity page set out the pipeline, and the site describes the PPP singularity as a point Jordan is still moving toward.

What can an organization in Jordan do now?

An organization in Jordan or Aqaba can prepare now with five moves the site names: a PPP program of its own, small PPPs run in parallel, a PPP research lab in its sector, published data from every pilot and, for a company, its own project proposed under Article 15 of PPP Law No. 19 of 2023.

1. 01A PPP program of its own. The board or management approves a program with a named lead, its sectors and its first-year goals.
2. 02Small PPPs in parallel. Several small projects run at the same time, each testing a different legal structure, financing model, construction method or technology.
3. 03A PPP research lab in its sector. Each lab runs ten small PPP projects a year at up to $100,000 each.
4. 04Published data from every pilot. Every result is published, including the failures, so each project teaches the next.
5. 05A direct proposal under Article 15. Article 15 of PPP Law No. 19 of 2023 lets any private company take its own PPP idea to the Ministry of Investment or a public authority, and the unsolicited proposals page explains the route.

A ministry can tender the lab as a PPP and carry what works into the large projects in the pipeline, as the ministries guidePDF describes. A bank that finances the labs and their pilots builds a book of performance data, which the banks guidePDF covers. A research center can bid to design and operate a sector lab, as the research centers guidePDF sets out.

AI, robotics and tokenization are still young, and they will need good laws, honest numbers and careful oversight along the way. Leaders who want the whole method in one document can read the summary of all 96 guides.