CISO Tribune

Vendor comparison · 2 companies

Protegrity vs SandboxAQ

Protegrity sells data protection that can be applied wherever sensitive information lives or flows. SandboxAQ is a science-first technology company that connects AI and Quantum techniques across pharma, energy, defense, and other markets. CISO Tribune files both under Encryption, tokenization and key management. This page sets the two records side by side: what each sells, where it is based, who owns and funds it, the customers it names and its recent news, each fact numbered to its source.

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  • Protegrity
  • SandboxAQ
Protegrity vs SandboxAQ: Products, Customers and Funding Compared
ProtegrityProtegrity sells data protection that can be applied wherever sensitive information lives or flows.protegrity.comSandboxAQSandboxAQ is a science-first technology company that connects AI and Quantum techniques across pharma, energy, defense, and other markets.sandboxaq.com
What it sells
  • Enterprise Security Administrator (ESA)[8][10]The central hub where security teams define and manage data security policies.
  • Vaultless Tokenization[8][9]Replaces sensitive data with anonymized values at the source.
  • Protegrity Application Protector for Java[10]Provides APIs for performing security operations in a client's applications.
  • AQtive Guard[1][5]AQtive Guard gives security teams insight into cryptographic assets and NHIs, then automates remediation.
  • Sandwich[7]Sandwich is an open source, unified API for cryptographic libraries, built for developers.
  • Large Quantitative Models[4][5][11]SandboxAQ offers three ways to access and deploy its LQMs.
  • AQCat Adsorption Spin[8]AQCat Adsorption Spin predicts spin-polarized adsorption energies and converged geometries on catalytic surfaces.
  • AQPotency[10]AQPotency is a Large Quantitative Model for potency prediction and virtual screening.
  • AQBioSim[5]AQBioSim enables biopharma teams to model interactions, predict outcomes, and optimize drug candidates in silico.
  • CardiAQ[11]CardiAQ combines advanced magnetic sensing, AI-powered Large Quantitative Models (LQMs), and electromagnetic interference rejection.
Categories
Headquarters
Stamford, United States[2]Palo Alto, United States[3]
Founded
Not stated on its pagesNot stated on its pages
Ownership and funding
Not stated on its pagesPrivately held[2][5][6]
Named customers
Not stated on its pagesNot stated on its pages
Recent news
Not stated on its pagesNot stated on its pages
G2 and Gartner Peer Insights
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
Who it fits
Protegrity's data sharing material addresses security architects who enable collaboration across hybrid and multi-cloud environments, and data architects who design scalable systems. Protegrity's solutions pages address sensitive-data workflows in financial services for generative AI. Protegrity's privacy material covers cohort analytics, clinical research and outcome studies on sensitive patient data. Protegrity's pages cover data in the cloud and on premises, at rest and in motion.From its own pages, SandboxAQ sells to organizations across pharma, energy, defense, and other markets. AQtive Guard is aimed at security teams working with cryptographic assets and NHIs. Sandwich is aimed at developers, as an open source API for cryptographic libraries. AQBioSim is aimed at biopharma teams that model interactions and optimize drug candidates. SandboxAQ provides pay-as-you-go access options for individuals and enterprises.
Last verified
September 27, 2026November 2, 2026

Where they overlap

  • Protegrity and SandboxAQ are both filed under Encryption, tokenization and key management.
  • Both are headquartered in the United States.

Where they differ, field by field

  • Protegrity's primary category is Encryption, tokenization and key management; SandboxAQ's is Post-quantum cryptography.
  • Protegrity is also filed under Data security posture management and Privacy management. SandboxAQ is also filed under Machine identity and PKI.
  • Protegrity lists Enterprise Security Administrator (ESA), Vaultless Tokenization and Protegrity Application Protector for Java. SandboxAQ lists AQtive Guard, Sandwich, Large Quantitative Models, AQCat Adsorption Spin, AQPotency and 2 more.
  • Protegrity is headquartered in Stamford, United States. SandboxAQ is headquartered in Palo Alto, United States.
  • SandboxAQ is privately held.

What it sells: Protegrity

What Enterprise Security Administrator (ESA) does[8][10]
Protegrity Enterprise Security Administrator is an interface for centralized, visual administration of data security policies, key management, auditing and reporting of sensitive data assets across the enterprise. Policies are deployed from the ESA to downstream components like the Data Security Gateways (DSGs).
What Vaultless Tokenization does[8][9]
PVT uses small, static token tables to create unique, random token values without a traditional vaulted token lookup table. Vaultless Tokenization enables alphabet, format and length-preserving data security for all of the world's languages, including Eastern character sets.
What Protegrity Application Protector for Java does[10]
The Protegrity Application Protector for Java provides APIs for performing security operations in a client's applications. The Protegrity Application Protector for Java is used in combination with the Enterprise Security Administrator (ESA).

What it sells: SandboxAQ

What AQtive Guard does[1][5]
AQtive Guard gives security teams insight into cryptographic assets and NHIs, then automates remediation. AQtive Guard discovers and monitors cryptographic assets and NHIs across hybrid environments. AQtive Guard automates lifecycle management including credential rotation and certificate renewal.
What Sandwich does[7]
Sandwich is an open source, unified API for cryptographic libraries, built for developers. Sandwich supports the languages C++, Rust, Python, and Go and the cryptographic libraries OpenSSL, BoringSSL, and libOQS, to enable post-quantum as well as classical cryptography. Sandwich composes the chosen protocol and implementation into a Sandwich object, such as a secure tunnel. Sandwich gives developers the ability to change configurations without having to re-compile their code.
What Large Quantitative Models does[4][5][11]
SandboxAQ offers three ways to access and deploy its LQMs. One way connects SandboxAQ's LQMs to an existing chat LLM or cloud environment via the Model Context Protocol (MCP). Customers can deploy SandboxAQ LQMs within their own operational environment and fine-tune models on their proprietary data. SandboxAQ provides pay-as-you-go access options for individuals and enterprises.
What AQCat Adsorption Spin does[8]
AQCat Adsorption Spin predicts spin-polarized adsorption energies and converged geometries on catalytic surfaces. AQCat Adsorption Spin is available via LLM integration and can be accessed via any MCP client.
What CardiAQ does[11]
CardiAQ combines advanced magnetic sensing, AI-powered Large Quantitative Models (LQMs), and electromagnetic interference rejection. CardiAQ is an investigational device.

Questions about Protegrity and SandboxAQ

What do Protegrity and SandboxAQ sell?
Protegrity sells Enterprise Security Administrator (ESA), Vaultless Tokenization and Protegrity Application Protector for Java. SandboxAQ sells AQtive Guard, Sandwich, Large Quantitative Models, AQCat Adsorption Spin, AQPotency and 2 more.
Are Protegrity and SandboxAQ in the same category?
They share Encryption, tokenization and key management. Protegrity's primary category is Encryption, tokenization and key management and SandboxAQ's is Post-quantum cryptography.
Where are Protegrity and SandboxAQ headquartered?
Protegrity is headquartered in Stamford, United States. SandboxAQ is headquartered in Palo Alto, United States.
Who owns Protegrity and SandboxAQ?
SandboxAQ is privately held.
Who are Protegrity and SandboxAQ sold to?
Protegrity's data sharing material addresses security architects who enable collaboration across hybrid and multi-cloud environments, and data architects who design scalable systems. From its own pages, SandboxAQ sells to organizations across pharma, energy, defense, and other markets.

About Protegrity

Protegrity sells data protection that can be applied wherever sensitive information lives or flows. Protegrity protects sensitive data at rest, in motion and in use, and controls how AI agents see, share or act on it.[4][11]

Protegrity semantic encryption creates protected equivalents designed to preserve useful meaning and relationships while reducing exposure of readable sensitive data. Dual-principal trust in Protegrity verifies both the agent and the person directing it before any data is accessed or action taken. Protegrity makes agents registered, verifiable principals, and tool calls can be permission-checked and logged with the identity and policy context behind each action. Protegrity can apply governance to model outputs and to inputs, checking responses before information reaches an agent or user. Protegrity inference controls prevent sensitive information exposure via user prompts and model responses.[4]

Protegrity's governance layer beneath all three pillars is used to discover sensitive data, agents and tools, then define how data is protected, what agents can access and which tools they can use. Protegrity protects each data element individually as data moves from databases to prompts to agents. Protegrity's native protectors, gateways and an agent control plane plug into existing systems without moving data or rebuilding applications. Protegrity lets teams schedule recurring scans and use the results to inform policy.[4][10]

Protegrity provides SDKs for finding and protecting sensitive data in prompts, logs and unstructured text. Protegrity offers anonymization that irreversibly de-identifies sensitive data while preserving value for analytics and model development. Protegrity governs how agents retrieve data, reason over enterprise knowledge and generate responses.

Protegrity's ML-powered discovery tools identify and classify sensitive data (PII, PHI, PCI, IP) across structured and unstructured sources. Protegrity Discovery integrates into applications, scripts and workflows through a REST API and Python SDK. Protegrity Discovery can be deployed within a customer's own infrastructure using Docker containers or managed Kubernetes support such as AWS EKS. Protegrity Discovery outputs identify the type of sensitive data along with a confidence score and location within the source text string. Documents can be scanned and scrubbed of sensitive information before vectorization to prevent PII leakage into Retrieval-Augmented Generation (RAG) pipelines and LLM prompts. Discovery results can feed Protegrity Governance to inform policy creation, refine protection rules and validate security posture. Protegrity's Anon solution anonymizes sensitive data while preserving analytical value and can be deployed across cloud or on-prem environments. Anonymization removes or generalizes identifiers using techniques that support privacy models such as k-anonymity, l-diversity and t-closeness.[1][5][6]

Protectors can intercept data in transit via gateways or proxies, such as DSG for JDBC, without app changes. Protectors can also embed protection logic directly into custom or third-party applications via APIs/SDKs. Protegrity can tokenize or mask sensitive customer data (PII, PCI) stored in platforms such as Snowflake, BigQuery or Redshift, while preserving usability for reporting, AI and analytics. Sensitive fields such as payment info and account numbers can be dynamically masked or redacted based on user role or session context within internal applications or BI tools. Protegrity applies region-specific tokenization or other protection methods to meet data localization requirements like GDPR. Protegrity's vaultless tokenization replaces sensitive data with anonymized values at the source. PVT uses small, static token tables to create unique, random token values without a traditional vaulted token lookup table.[1][7][8][9]

Protegrity Enterprise Security Administrator is an interface for centralized, visual administration of data security policies, key management, auditing and reporting of sensitive data assets across the enterprise. The Enterprise Security Administrator (ESA) serves as the central hub where security teams define and manage data security policies. Protegrity Data Security Gateway uses encryption and tokenization to protect sensitive data as it moves across the network. The Protegrity Application Protector for Java provides APIs for performing security operations in a client's applications. Protegrity supports any cloud or on-prem deployment of modern applications through an API with options to enhance security and performance. Protegrity partners with data storage and data analytics software providers including Amazon AWS, Microsoft Azure, Google Cloud and Snowflake. Protegrity gateways, integrations and solutions are regularly updated so its products evolve with Nacha, PCI-DSS and GDPR regulations. JustGiving chose Protegrity's data privacy solution to protect sensitive donor information and payment data and to comply with PCI DSS requirements.[1][4][6][8][9][10][11][12]

Protegrity on the record

Sources

Protegrity full record

  1. [1]PlatformProtegrity · protegrity.com · published September 1, 2026 · Tier A
  2. [2]Protegrity announces settlement data security 164150889Protegrity · finance.yahoo.com · undated page, accessed September 27, 2026 · Tier A
  3. [3]Protegrity | AI Security and Data Protection for EnterprisesProtegrity · undated page, accessed October 27, 2026 · Tier A
  4. [4]Policy-Driven AI Data Security Platform | Protegrity DAIS | ProtegrityProtegrity · undated page, accessed November 10, 2026 · Tier A
  5. [5]Data Discovery – ML-Powered Sensitive Data Identification | ProtegrityProtegrity · undated page, accessed November 10, 2026 · Tier A
  6. [6]Privacy Service – Data Anonymization & De-Identification | ProtegrityProtegrity · undated page, accessed November 10, 2026 · Tier A
  7. [7]Protection Service – Field-Level Data Protection & Utility | ProtegrityProtegrity · undated page, accessed November 10, 2026 · Tier A
  8. [8]Secure Data Sharing | Vaultless Tokenization & Compliance Solutions | ProtegrityProtegrity · undated page, accessed November 10, 2026 · Tier A
  9. [9]Industry Data Protection | ProtegrityProtegrity · undated page, accessed November 10, 2026 · Tier A
  10. [10]Training and Learning Hub | Data Protection, Cloud & Compliance - ProtegrityProtegrity · undated page, accessed November 10, 2026 · Tier A
  11. [11]Protegrity Data Security Integrations | Scalable Protection for Your Tech StackProtegrity · undated page, accessed November 10, 2026 · Tier A
  12. [12]Data Protection Solutions for Sensitive Data | ProtegrityProtegrity · undated page, accessed November 10, 2026 · Tier A

SandboxAQ full record

  1. [1]Aqtive guardSandboxAQ · sandboxaq.com · undated page, accessed September 27, 2026 · Tier A
  2. [2]Sandboxaq closes 450m series e round with expanded investor baseSandboxAQ · sandboxaq.com · published April 4, 2025 · Tier A
  3. [3]What is sandboxaqSandboxAQ · sandboxaq.com · undated page, accessed September 27, 2026 · Tier A
  4. [4]Transforming the World with AI and Advanced Computing | SandboxAQSandboxAQ · undated page, accessed October 28, 2026 · Tier A
  5. [5]Large Quantitative Models | SandboxAQSandboxAQ · undated page, accessed October 28, 2026 · Tier A
  6. [6]Pricing | SandboxAQSandboxAQ · undated page, accessed October 28, 2026 · Tier A
  7. [7]Sandwich - Agile Cryptography for Developers | SandboxAQSandboxAQ · undated page, accessed October 28, 2026 · Tier A
  8. [8]Material Discovery | Turn complex materials discovery into faster decisions | SandboxAQSandboxAQ · undated page, accessed October 28, 2026 · Tier A
  9. [9]AQNav | Positional intelligence in GPS-denied environments | SandboxAQSandboxAQ · undated page, accessed October 28, 2026 · Tier A
  10. [10]LQM Models | SandboxAQSandboxAQ · undated page, accessed November 10, 2026 · Tier A
  11. [11]AQMed | CardiAQ Magnetocardiography for Cardiac DiagnosticsSandboxAQ · undated page, accessed November 10, 2026 · Tier A
  12. [12]AI Drug Discovery Platform | Computational Chemistry LQMs | SandboxAQSandboxAQ · undated page, accessed November 10, 2026 · Tier A

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