Analysts Initiated Coverage on AI-as-a-Service Firms

Northland Equity Capital Markets assigned Outperform ratings to four providers amid rising computing rental costs.

Updated on Sept. 19, 2026 in Artificial Intelligence

Bold flat-color editorial illustration depicting a single towering stack of server blades, symbolizing AI infrastructure growth. — Northland Equity Capital Markets initiated coverage on four AI-as-a-service providers, issuing Outperform ratings as supply constraints continue to tighten across the cloud computing sector. AI Illustration. Upload story photo >

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Northland Equity Capital Markets has initiated coverage on four AI-as-a-service companies, including Iren, Boost Run, ChronoScale, and SharonAI, with Outperform ratings. This follows a broader trend of supply constraints in the AI computing market.

Why it matters

The AI-as-a-service market continues to experience significant supply-demand imbalances, driving up costs for computing power. Analysts project the sector will grow from an estimated $853 billion by the end of 2027 to $4 trillion by 2034.

Hourly rental fees for computing power have increased 33% since December 2025. Northland Equity Capital Markets established price targets of $99 for Iren, $36 for Boost Run, $32 for ChronoScale, and $95 for SharonAI.

The players

Northland Equity Capital Markets

An investment firm providing financial analysis and equity research on technology infrastructure and services.

Iren

An AI-as-a-service provider that facilitates access to managed computing clusters for machine learning applications.

J.P. Morgan

A global financial services institution that monitors market trends and provides equity ratings for technology sector stocks.

The details

Neocloud providers operate by selling AI computing power to businesses and developers over the internet. These firms layer proprietary software management and optimization tools atop raw hardware clusters to maximize throughput and developer accessibility. The current market pressure arises because the demand for this specialized compute exceeds the available supply.

December 2025: Hourly rental fees began increasing.
September 14, 2026: J.P. Morgan upgraded Iren stock.
September 17, 2026: Iren stock closed at $43.48.
September 18, 2026: Northland Equity Capital Markets initiated coverage.
2034: The market is projected to reach $4 trillion.

The Tech Race

This coverage initiation follows the established pattern of infrastructure providers capturing value during periods of high resource scarcity. It highlights the industry shift toward commoditizing high-end compute while the market races toward a projected $4 trillion valuation by 2034.

Developers and businesses relying on AI computing should anticipate sustained or rising costs as contract pricing continues to climb. Users will likely see increased focus on software-side optimization as providers attempt to mitigate the 33% surge in hourly hardware rental fees.

The takeaway

The sustained demand for AI compute capacity shows no immediate sign of cooling, forcing a tighter reliance on optimized software layers. Watch for updated quarterly contract pricing reports to see if current rental fee increases stabilize or continue to escalate through 2027.