At the LDC Gas Forum Mid-Continent 2026 in Chicago, the question changed.

A year ago, much of the natural gas conversation around data centers centered on whether the projected demand would actually materialize.
This year, that debate had moved forward.

The harder question now is: Can the industry deliver it?

Across conversations on data centers, LNG, pipelines, storage, pricing, gas-electric coordination, and technology, the same challenge kept surfacing. Demand may be growing, but delivering the supply and infrastructure required to support it is becoming more complex.

For natural gas leaders, that shift has implications well beyond market forecasts.

Demand Is Becoming a Delivery Challenge

Data centers remain one of the industry’s most important demand stories, but the conversation is becoming more disciplined.

Data presented at the Forum showed the data-center outlook increasing significantly, while another analysis tracked 564 facilities in progress and assessed only 117 as likely to advance.

That distinction matters.

The market is moving beyond headline demand projections toward more practical questions:

• Which projects will secure power?
• Which will clear siting and permitting hurdles?
• Which can access adequate natural gas supply and transportation?
• How quickly can infrastructure be built around them?

At the same time, LNG continues to create another major pull on U.S. natural gas.

The result is not simply more demand. It is more competition for supply, transportation, storage, and infrastructure.

Infrastructure Is Moving to the Center of the Strategy

One of the strongest statistics presented in Chicago helps explain the challenge.

From 2013 through 2024, U.S. natural gas demand increased 49%, while pipeline capacity increased only 26%.

That gap changes the conversation.

Demand growth can no longer be viewed only as an opportunity. The industry also has to consider how reliably gas can be delivered where and when it is needed.

That is particularly important across the Midwest and Mid-Continent.

Less than 6% of new U.S. pipeline capacity expected through 2027 is headed to the region, while more than 85% of new capacity is being developed toward Gulf Coast LNG demand.

Permitting timelines, pipeline availability, gas-electric coordination, and supply development are becoming commercial issues, not simply infrastructure issues.

When physical flexibility is limited, natural gas organizations need greater operational flexibility.

Today’s Market and Tomorrow’s Market Look Different

Another important takeaway from Chicago was the contrast between current market conditions and the longer-term outlook.

Midwest storage remains strong, with regional forward prices below where they were a year ago.

The longer-term picture is less comfortable.

Several outlooks presented at the Forum pointed toward tighter U.S. supply and demand balances beginning around 2028, with the potential for materially stronger Henry Hub pricing.

No single forecast should determine strategy.

But the difference between near-term comfort and longer-term tightness is important.

Commercial teams have to operate in both time horizons at once.

They need to manage today’s storage levels, basis, transportation costs, and customer requirements while also considering how LNG growth, power demand, infrastructure limitations, and new load could reshape the market several years from now.

That makes scenario planning, visibility, and faster decision-making increasingly important.

AI on the Gas Desk Is Becoming More Practical

Technology was another important part of the Forum, including Scott Vogan’s participation in the “Technology: Not a Threat, an Opportunity” panel.

Compared with earlier conversations around AI, this year’s discussion felt more mature.

The focus was less on what AI might eventually replace and more on where it can create practical value today.

Several principles consistently emerged:

• Start with trusted data.
• Automate one workflow at a time.
• Keep human oversight in important decisions.
• Maintain systems of record.
• Build security and governance into the process.

Scott summarized an important distinction:

Use AI where uncertainty is acceptable and systems where certainty is mandatory.

That distinction is especially relevant in natural gas operations.

AI can help summarize information, identify exceptions, analyze data, and reduce repetitive work.

But a nomination still needs to be right. An invoice still needs to reconcile. A settlement still needs to be defensible. A contract obligation still needs to be understood.

And commercial decisions still require experienced people who understand the operational context behind the data.

The opportunity is not to replace the systems natural gas teams trust.

It is to make those systems and the people using them more effective.

What This Means for Natural Gas Operations

The discussions in Chicago reinforced how interconnected natural gas operations have become.

• Data-center development affects power demand.
• Power demand affects natural gas requirements.
• LNG competes for supply.
• Infrastructure determines what can physically move.
• Storage provides flexibility.
• Prices respond when the physical system cannot.

For commercial teams, those relationships eventually show up in everyday decisions around supply, transportation, storage, scheduling, pricing, settlements, billing, and risk.

This is why operational visibility matters.

When markets become more complex, adding more spreadsheets, disconnected applications, or manual handoffs does not create flexibility. It often creates another layer of uncertainty.

Natural gas organizations need to understand their positions, evaluate scenarios, and act quickly using information they trust.

Technology can help, but only when the underlying data and workflows are strong.

The Conversation Has Moved Forward

That was our biggest takeaway from the Mid-Continent Forum.

The industry no longer needs to spend as much time debating whether natural gas demand is changing.

The more important question is how reliably and economically that demand can be served.

Infrastructure will be part of the answer.

Supply, transportation, and storage will be part of the answer.

So will better coordination, stronger data, and better tools for the people making commercial decisions every day.

The LDC Gas Forums continue to provide a valuable place to have those conversations directly with customers, colleagues, market participants, and industry leaders.

Thank you to the LDC Gas Forums team, the speakers, and everyone who connected with the nGenue team in Chicago.

As the industry looks ahead, one question is worth carrying forward:

Demand may be coming. Are our infrastructure, operations, and systems ready to deliver it?