AI Solutions
for Tech, Media & Telecom

More relevant recommendation engines, better AI-generated content, optimized IT infrastructure — these are just a few of the opportunities that AI and quantum techniques have the potential to unlock for the IT & Telecommunications industries.

Featured Use Case

Wireless Transceiver Location Optimization

Challenge

Approach

As 5G is deployed across the country, many remote and rural areas still lack basic broadband connectivity, creating a digital divide. Deploying wireless transceivers in these areas can be prohibitively expensive for ISPs, as the low utilization is unlikely to deliver a return on the investment costs of laying fiber and building infrastructure in remote locations. As the government steps in and subsidizes broadband and 5G expansion, telecommunications providers are challenged to find the minimum set of candidate transceiver sites that satisfy coverage goals. Doing so could save millions in infrastructure costs for planned and future wireless networks.

Use Cases

Applications for Tech, Media and Telecom

IT Security

Telecommunications

Media

IT Security

Telecommunications

Media

Key Challenges

Assessing vulnerability to Shor’s algorithm and more near-term quantum cybersecurity threats
Classical computers are unable to generate truly random numbers to secure blockchains

Zapata Solutions

Blockchain Security

Leverage near-term quantum devices to generate verifiably random numbers for blockchain security in proof-of-work and proof-of-stake frameworks.

Quantum Cybersecurity Threat Intelligence

Assess vulnerability to near-term quantum threats with penetration testing and resource estimates for potential attacks.

Quantum-Enhanced Proof-of-Work Protocols

Find solutions for mathematical problems involved in proof-of-work blockchain protocols faster using quantum techniques.

Key Challenges

Achieving a return on investment when expanding broadband and 5G coverage in remote areas
IT networks built over decades can be inefficient and bogged down by latency
Scheduling construction crews to meet development targets while minimizing costs

Zapata Solutions

Network Design Optimization

Optimize network architecture for faster data transmission speeds using generator-enhanced optimization (GEO) techniques.

Network Construction Scheduling Optimization

Optimize the scheduling of construction workers building new network sites to minimize labor costs using quantum or quantum-inspired optimization techniques.

Wireless Transceiver Location Optimization

Leverage quantum-boosted optimization algorithms to optimize the locations of new broadband and 5G access points for ROI and network coverage.

Key Challenges

Optimizing digital ad placement to maximize clickthrough rates (CTR), reach, watch time, and coverage across target demographics
Reducing time and costs associated with content creation
Tailoring automated product recommendations to user interests

Zapata Solutions

Digital Display Advertising Optimization

Maximize CTR, reach, watch time, and other desired metrics for a given ad budget by optimizing digital ad placement with generator-enhanced optimization (GEO).

Recommendation Engines

Improve recommendations based on customer data by leveraging quantum-enhanced predictive analytics.

Generative AI Content Creation

Augment video editing and other digital content creation with generative AI enhanced with quantum or quantum-inspired techniques.

Use Case Timeline (est.)

Featured Case Study

Top 5 Food & Beverage Company

By optimizing their distribution network, an international beverage distributor could decrease fuel costs, shrink their carbon footprint, and raise revenue in a territory that already earned $5.5B annually. But with 700,000 vending machines to service, that’s easier said than done.

While this optimization problem had the potential for improvement with quantum-inspired generative models, we first had to ugrade their delivery operations using our Orquestra platform. By supporting faster, more efficient daily routing computations, our approach showed the company could start operations ~45 minutes earlier each day, saving time—and thus, money.

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Our Platform

Orquestra^® Benefits for Tech, Media and Telecom

Orchestration Across Environments

Leverage the heterogenous compute resources best suited for your tasks, without getting locked into any one hardware platform. Deploy across hybrid backends at enterprise scale.

Data Management & Velocity

Store, retrieve, and analyze large datasets. Streamline data management from ingestion to export to accelerate data velocity.

Open Framework

Keep what works now. Integrate existing and future solutions with a framework optimized for extensibility, interoperability, and innovation.

Workflow Development and Deployment

One unified platform to go from research to development to deployment with extensible, scalable, modular workflows.

AI Solutions for Tech, Media & Telecom

Wireless Transceiver Location Optimization

Challenge

Approach

Applications for Tech, Media and Telecom

Use Case Timeline (est.)

Top 5 Food & Beverage Company

Orquestra® Benefits for Tech, Media and Telecom

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AI Solutions
for Tech, Media & Telecom

Orquestra^® Benefits for Tech, Media and Telecom