solutions.

We build software to leverage what quantum hardware can do today and tomorrow.

We help industry-leading companies understand—and capitalize on—the capabilities of quantum devices in the next 2-5 years and beyond.

Solutions
01

Quantum proof of concept and assessment.

Zapata identifies and examines a valuable, quantum-suited use case for your business, assessing it across a range of devices: quantum-inspired classical, annealers, and gate model quantum computers. We then investigate the difficulty of your quantum use case and quantify the resources required to address your challenge. Finally, we create a Proof of Concept we can demo to your organization. 

02

Custom quantum software.

Zapata develops custom quantum workflows and algorithms for commercial use. We include a comprehensive set of best-in-class machine learning techniques, classical optimizers, and quantum techniques. Workflows integrate into your existing solver pipelines via REST API, deployed on Zapata’s cloud, your cloud, or on-premise. We build on our Orquestraplatform, which leverages enterprise-grade components at scale.  

03

Quantum capability building.

We are rapidly upskilling teams to use our platform, Orquestra, which serves up a toolset of the best computational techniques available today. Supported by an Orquestra license, we build capabilities through tailored workshops, pairing with Zapata Quantum Architects, and onsite Quantum Hackathons.  

Talk with our Scientists 
Use Cases

A Selection of Quantum Use Cases. Proprietary Zapata techniques in green.

Finance

Healthcare & Pharmaceuticals

Transportation & Logistics

Materials

Energy & Utilities

Aerospace & Automotive

Chemistry

Digital Content

Blockchain

Defense

Finance

Finance

Optimization

  • Sampling from risk-neutral probability measure for asset pricing
  • Portfolio optimization by quantum annealing or gate-model quantum heuristics
  • Improved asset allocation by quantum-inspired optimization

Simulation & Modeling

  • Quantum-assisted Monte Carlo for derivative pricing, credit valuation adjustment
  • Imaginary-time propagation for multi-asset BlackScholes equation
  • Accelerated sampling from stochastic processes for risk analysis

Modeling Machine Learning

  • Improved graph clustering analysis for anomaly and fraud detection
  • Time series analysis of financial data using quantum Boltzmann machines
  • Dimensionality reduction for financial data using quantum-classical hybrid optimization

Healthcare & Pharmaceuticals

Healthcare & Pharmaceuticals

Optimization

  • Optimal healthcare resource allocation e.g. patient treatment matching and priority scheduling of doctors and therapies
  • Molecular structure analysis by combinatorial optimization
  • Protein design using unconstrained discrete optimization

Simulation & Modeling

  • QM/MM method for molecular binding affinity prediction in drug discovery
  • Ab initio transition state analysis for catalytic reaction simulation
  • Ab initio determination of the crystalline structure of organic molecules

Modeling Machine Learning

  • Quantitative structure-activity relationship (QSAR) using quantum-enhanced supervised learning
  • Molecular screening in drug discovery using continuous latent space
  • Natural language processing for automated lite

Transportation & Logistics

Transportation & Logistics

Optimization

  • Generating efficient transportation routes for vehicle fleets with improved qubit cost
  • Improving timing in job scheduling
  • Disruption management by optimized traffic re-routing

Machine Learning

  • Irregular operation (IROP) prediction using quantum-enhanced supervised learning

Materials

Materials

Optimization

  • Prediction of alloy ground state orderings from cluster expansions

Simulation & Modeling

  • Determining thermodynamics of alloys by applying quantum amplitude amplification to cluster expansion models
  • Ab initio simulations to accelerate materials discovery(e.g., Li-ion electrolytes/electrodes, photovoltaics, catalysts, alloys)

Energy & Utilities

Energy & Utilities

Optimization

  • Finite time-window scheduling in energy allocation for smart grids

Simulation & Modeling

  • Turbulent mixing simulation in predictive environmental modeling for climate change
  • Quantum accelerated stochastic simulation of Reynolds-Averaged Navier-Stokes (RANS) systems

Aerospace & Automotive

Aerospace & Automotive

Optimization

  • Identifying failure modes through fault tree analysis as combinatorial optimization

Simulation & Modeling

  • Variational methods for general linear PDEs arising in engineering design
  • Heat transfer related PDE-constrained optimization for engine design
  • Wave equation simulation using variational linear systems solver

Chemistry

Chemistry

Optimization

  • Process optimization in chemical reaction networks for maximizing yield

Simulation & Modeling

  • Homogeneous and heterogeneous catalysis modeling using electronic structure calculations
  • Singlet-triplet transition energy prediction for OLED molecules
  • Quantum-enhanced force-field methods for chemical dynamics simulation

Digital Content

Digital Content

Optimization

  • Display advertising optimization for maximizing clickthrough rate (CTR)

Machine Learning

  • Hybrid quantum-classical generative modeling for content creation

Blockchain

Blockchain

Optimization

  • Hash collision for proof-of-work cryptocurrency mining

Simulation & Modeling

  • Certified randomness from quantum supremacy for proof-of-stake blockchains

Defense

Defense

Machine Learning

  • Predictive maintenance using variational quantum classifier
  • Anomaly detection by time series analysis using quantum Boltzmann machine
  • Image and audio generation and classification using quantum-enhanced supervised learning

“The Zapata team exemplifies excellence and innovation. They are detail-oriented and bring uniquely insightful and diverse perspectives that help us navigate through extremely complex problems. It’s exciting to explore potentially transformative applications with Zapata, as they’re one of the leading pioneers of the quantum algorithm space.”

-Active Customer

Not Sure Where to Begin? 

Quantum Opportunity Workshop

Spend a day with Zapata scientists and developers to understand what is possible in the current quantum landscape and surface quantum-suited use cases for your company. Zapata delivers a follow-up report recommending which use cases to pursue and with what quantum devices. Workshop costs can be applied towards your first engagement.