Industrial Generative AI for
Government, Defense & Intelligence

AI and quantum computing will play a key role in maintaining American competitiveness in the technological sphere. Zapata AI is working closely with the US Department of Defense to benchmark when quantum-enhanced applications will make an impact across various domains.

Use Cases

Real-time applications for Government, Defense & Intelligence’s most complex industrial-scale challenges

Anomaly Detection

LLM Retrieval

Optimization

Predictive Modeling

Sensor Fusion

Anomaly Detection

LLM Retrieval

Optimization

Predictive Modeling

Sensor Fusion

Key Challenges

Detect unusual or anomalous events more accurately than traditional algorithms by leveraging quantum techniques.

Identifying early warning signs of equipment failure
Early recognition of potential threats
Accurately classifying an audio or visual signal with as few data points as possible

Zapata AI Solutions

Predictive Maintenance

Prevent system failure by training an algorithm to proactively identify early warning signs of malfunctions.

Threat Detection

Detect potential threats with greater accuracy by training the detection algorithm with synthetic data simulating possible threat scenarios.

Key Challenges

Interact with live and historical sensor data with a conversational chat interface built using large language models (LLMs) to accelerate incident response.

Time-consuming data visualization work
Mistranslations in mission critical international settings
Training and onboarding new operators
Limited bandwidth slows data transfer in constrained environments

Zapata AI Solutions

Analytics Assistant

Analyze and visualize data using a conversational LLM-powered virtual assistant. Compress the model and run in constrained environments.

Data Compression & Communication

Reduce the bandwidth needed between drones and control stations to enable faster and more reliable communication in constrained environments.

Real-time Language Translation

Ease communication in multinational coalitions and improve coordination on the ground for international defense operations.

Safety & Training Assistant

Create a virtual assistant and answer new operatives’ operational and safety questions live on the job.

Key Challenges

Leverage live data to find more efficient or more timely solutions to complex optimization problems

Minimizing fuel consumption in extended missions and optimizing routing to avoid hazards in challenging environments
Integrating real-time data from many sources to inform rapid decision-making
Finding the optimal maintenance schedule to prevent system failure at the lowest cost
Arranging communication or remote sensing satellites to maximize coverage

Zapata AI Solutions

Autonomous Navigation

Improve route optimization and environmental understanding, crucial for unmanned systems in challenging defense scenarios.

Design Optimization

Apply quantum machine learning techniques to more accurately model the impact of healthcare policies on public health outcomes.

Satellite Coverage Optimization

Find the optimal satellite configuration to maximize coverage and signal quality while minimizing operational costs.

Resource Distribution

Dynamically optimize the distribution of resources in response to changing theater and local patterns.

Key Challenges

Simulate hypothetical scenarios and predict maintenance and supply needs with predictive models enhanced with synthetic data.

Preventing breakdowns and outages
Efficiently processing and analyzing large volumes of intelligence data
Predicting future resource demands

Zapata AI Solutions

Decision Support

Simulate outcomes and recommend action for quick, informed decision-making in mission-critical situations based on real-time battlefield data.

Demand Forecasting

Simulate various hypothetical scenarios to forecast demand for government resources to inform resource allocation planning.

Predictive Maintenance

Forecast performance and maintenance requirements for manned and unmanned systems with generative AI models trained on historical and live sensor data.

Virtual Scenario Simulation & Training

Create realistic simulations of hypothetical what-if scenarios for training or planning purposes.

Key Challenges

Measure the unmeasurable using a generative model trained on correlations with other live data streams to create an inferred sensor channel.

Sensor placement is constrained by harsh environments
Limits on space and power constrain sensor placement
Mission critical sensors require fault tolerance in case of sensor failure

Zapata AI Solutions

Fault Tolerant Sensing

Create a twin of a critical sensor and provide reliable data in the event of a sensor failure.

Virtual Sensors

Create a virtual sensor to be used in extreme environmental conditions or scenarios with space and power constraints.

Industrial Generative AI for
Government, Defense & Intelligence

Process sensor data on the edge in real time to drive smarter decisions.

Challenge

Approach

Real-time applications for Government, Defense & Intelligence’s most complex industrial-scale challenges

Detect unusual or anomalous events more accurately than traditional algorithms by leveraging quantum techniques.

Interact with live and historical sensor data with a conversational chat interface built using large language models (LLMs) to accelerate incident response.

Leverage live data to find more efficient or more timely solutions to complex optimization problems

Simulate hypothetical scenarios and predict maintenance and supply needs with predictive models enhanced with synthetic data.

Measure the unmeasurable using a generative model trained on correlations with other live data streams to create an inferred sensor channel.

Defense Advanced Research Projects Agency (DARPA)

What is Industrial Generative AI?

Forbes: 2024 Buyer's Guide to Industrial Generative AI

Industrial Generative AI for Optimization

How Quantum-Enhanced Generative AI Could Help Optimize Supply Chains

How can these solutions work for your organization?

Industrial Generative AI for Government, Defense & Intelligence

Process sensor data on the edge in real time to drive smarter decisions.

Challenge

Approach

Real-time applications for Government, Defense & Intelligence’s most complex industrial-scale challenges

Detect unusual or anomalous events more accurately than traditional algorithms by leveraging quantum techniques.

Interact with live and historical sensor data with a conversational chat interface built using large language models (LLMs) to accelerate incident response.

Leverage live data to find more efficient or more timely solutions to complex optimization problems

Simulate hypothetical scenarios and predict maintenance and supply needs with predictive models enhanced with synthetic data.

Measure the unmeasurable using a generative model trained on correlations with other live data streams to create an inferred sensor channel.

Defense Advanced Research Projects Agency (DARPA)

What is Industrial Generative AI?

Forbes: 2024 Buyer's Guide to Industrial Generative AI

Industrial Generative AI for Optimization

How Quantum-Enhanced Generative AI Could Help Optimize Supply Chains

How can these solutions work for your organization?

Industrial Generative AI for
Government, Defense & Intelligence