AI workloads could shift to places with available power. Lumen and Emerald AI are exploring how.
Lumen and Emerald AI are collaborating to enable AI workloads to shift locations based on power availability, cost, and other factors. Lumen is also investing in quantum research with The Ohio State University and plans to introduce quantum-resistant security capabilities through its Fortinet-based SASE solution by 2027. The initiatives aim to address AI energy demands and prepare for future quantum threats.
How this was made
The 30-second read
Why it matters
If pilots convert into deployments, it could strengthen Lumen’s differentiation in AI connectivity and enterprise security. For Fortinet, it signals PQC feature adoption pathways via SASE integrations, but the commercial magnitude is unclear.
Market read
Traders may monitor whether this exploratory pilot progresses into measurable customer deployments and whether PQC/SASE integration timelines translate into incremental security revenue.
What to watch
Power-aware workload routing depends on customer data-center flexibility and operational constraints; quantum networking research timelines are long, and PQC integration may face broader enterprise migration friction.
Background
The article frames AI growth as constrained by data-center power limits and positions programmable networking plus energy-aware routing as a way to shift workloads to available capacity, while also preparing for quantum-era security risks.
Ticker impact
Lumen says it is evaluating Emerald AI to automatically shift AI workloads among locations based on power availability, cost, latency, security, and network performance.
Likely modest upside bias as investors price incremental relevance to AI infrastructure constraints and a near-term PQC/SASE capability rollout.
The article is a product and collaboration update with specific planned PQC availability windows (Nov 2026 initial, Jan 2027 general) and a pilot concept, but it does not provide financial scale or binding contract terms.
Lumen plans to bring Fortinet post-quantum cryptography capabilities (FortiOS) into its SASE solution, with initial PQC availability in November 2026.
Neutral-to-slight positive as the market may view Fortinet PQC adoption as expanding enterprise security demand, though the article does not quantify revenue impact.
Fortinet is a technology supplier referenced for PQC availability, but the piece does not disclose deal size, exclusivity, or measurable commercial commitments.
Market effects
Highlights a growing enterprise need for power-aware AI networking and post-quantum security, potentially supporting demand narratives for network infrastructure and cybersecurity vendors.
No specific regional market impact beyond US-based research collaboration and global enterprise networking positioning.
Quantum networking and PQC readiness are global themes, but the article provides no country-specific policy or procurement details.
Counterpoint
This reads like exploratory collaboration and roadmap messaging; without contract terms or quantified customer adoption, near-term earnings impact may be limited.
Key entities
- companyLumen Technologies
Programmable network and fiber infrastructure provider evaluating energy-aware AI workload routing with Emerald AI and planning PQC-enabled SASE via Fortinet.
- companyEmerald AI
Energy intelligence platform partner whose technology is being evaluated for power-aware workload shifting beyond the data center.
- companyFortinet
Provides FortiOS post-quantum cryptography capabilities that Lumen plans to integrate into its SASE solution.
- universityThe Ohio State University
Research partner for exploring how Lumen’s fiber infrastructure could support quantum connectivity and distributed sensing.
