CISO Tribune

Vendor comparison · 2 companies

Baffle vs SandboxAQ

Baffle sells a no-code solution that masks, tokenizes, and encrypts data. 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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Up to four companies side by side.

  • Baffle
  • SandboxAQ
Baffle vs SandboxAQ: Products, Customers and Funding Compared
BaffleBaffle sells a no-code solution that masks, tokenizes, and encrypts data.baffle.ioSandboxAQSandboxAQ is a science-first technology company that connects AI and Quantum techniques across pharma, energy, defense, and other markets.sandboxaq.com
What it sells
  • Baffle Data Protection[2][3][4][7][10][12][13]A no-code solution that masks, tokenizes, and encrypts data.
  • Baffle Data Protection Services[7][12]Provides static and dynamic data masking for lower environments.
  • Baffle Shield[7]Sits as a proxy layer between production databases and lower environments.
  • 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
Not stated on its pagesPalo 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: listed, seen November 3, 2026[9]
  • 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
From its own pages, Baffle sells mainly to financial services organizations, with banks, credit unions, Fintech providers, and insurance companies named. Baffle presents the same product for healthcare providers, payees, and health insurance companies. Baffle provides BYOK and record level encryption aimed at multi-tenant SaaS providers. Baffle says it works with System Integrators to deploy across the organization.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
November 9, 2026November 2, 2026

Where they overlap

  • Baffle and SandboxAQ are both filed under Encryption, tokenization and key management.

Where they differ, field by field

  • Baffle's primary category is Encryption, tokenization and key management; SandboxAQ's is Post-quantum cryptography.
  • SandboxAQ is also filed under Machine identity and PKI.
  • Baffle lists Baffle Data Protection, Baffle Data Protection Services and Baffle Shield. SandboxAQ lists AQtive Guard, Sandwich, Large Quantitative Models, AQCat Adsorption Spin, AQPotency and 2 more.
  • SandboxAQ is headquartered in Palo Alto, United States.
  • SandboxAQ is privately held.

What it sells: Baffle

What Baffle Data Protection does[2][3][4][7][10][12][13]
Baffle Data Protection is presented for banks, credit unions, Fintech providers, insurance companies, and healthcare providers. The solution requires no-code changes to databases, applications, analytics, or AI/ML pipelines. Baffle says it anonymizes PII and PHI data and limits data exposure through fine-grained role-based access control.
What Baffle Data Protection Services does[7][12]
Baffle Data Protection Services provides static data masking and dynamic data masking. Baffle Data Protection Services protects data on-premises and in the cloud via a no code and low code data security mesh.
What Baffle Shield does[7]
Baffle Shield sits as a proxy layer between production databases and those in lower environments used for development and testing. Data is encrypted on the fly as it moves from the higher to the lower environment. Encryption can be specified on a column level, with different masking algorithms and encryption types based on the data type in each column.

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 Baffle and SandboxAQ

What do Baffle and SandboxAQ sell?
Baffle sells Baffle Data Protection, Baffle Data Protection Services and Baffle Shield. SandboxAQ sells AQtive Guard, Sandwich, Large Quantitative Models, AQCat Adsorption Spin, AQPotency and 2 more.
Are Baffle and SandboxAQ in the same category?
They share Encryption, tokenization and key management. Baffle's primary category is Encryption, tokenization and key management and SandboxAQ's is Post-quantum cryptography.
Where are Baffle and SandboxAQ headquartered?
SandboxAQ is headquartered in Palo Alto, United States.
Who owns Baffle and SandboxAQ?
SandboxAQ is privately held.
Who are Baffle and SandboxAQ sold to?
From its own pages, Baffle sells mainly to financial services organizations, with banks, credit unions, Fintech providers, and insurance companies named. From its own pages, SandboxAQ sells to organizations across pharma, energy, defense, and other markets.

About Baffle

Baffle sells a no-code solution that masks, tokenizes, and encrypts data. Baffle says its no-code solution provides the security of application-level encryption without the difficulty, time, and expense. Baffle says the solution requires no-code changes to databases, applications, analytics, or AI/ML pipelines.[3]

Baffle describes auditable protection of unstructured and structured data throughout the GenAI pipeline. Baffle says its platform protects data for GenAI as it is ingested into an object store and analyzed in an open-source database. Baffle says the solution supports masking, tokenization, and encryption with role-based access control for individual data values no matter where it is stored and used. Baffle cryptographically protects the data itself as it is created, used, and shared across cloud-native data stores.[1][2][3][5][7]

For financial services, Baffle Data Protection is presented for banks, credit unions, Fintech providers, and insurance companies. For healthcare, Baffle Data Protection is presented for healthcare providers, payees, and health insurance companies. Baffle says the solution anonymizes PII and PHI data and limits data exposure through fine-grained role-based access control. Baffle says healthcare customers can conform with the requirements of HIPAA, GDPR, CCPA, NIST, and more. Baffle says financial services customers can conform with the requirements of GDPR, PCI, CCPA, NIST, and more. Baffle says it uses industry standard AES encryption to protect data at the field level so that HIPAA, GDPR and HITRUST requirements can be met. Baffle says its no-code data protection service helped a communications provider achieve PCI compliance by tokenizing sensitive customer data without modifying applications.[3][4][5][8]

Baffle provides BYOK and record level encryption for multi-tenant SaaS. Baffle says its key virtualization layer integrates with HSMs, cloud key managers, and secrets managers to source customer-owned keys. Baffle says its BYOK platform is in production globally with SaaS providers in environments in excess of several billion records. Workiva says it is building AWS KMS key management into the core of its platform, where customers can bring in encryption key material and manage it.[6]

Baffle presents Baffle Data Protection for securing data on the fly as companies modernize applications and workloads for migration to cloud infrastructure. Baffle says data remains protected and compliant in public clouds with encryption keys and access policies that customers control. Baffle says customers can encrypt data before it leaves their premise and migrate to the cloud platform in encrypted form.[8][11]

Baffle Data Security for AWS S3 protects data from human errors causing unintended disclosure. Baffle says data is cryptographically protected before it lands in a S3 bucket, even from admin accounts. Baffle consolidates encryption keys for structured data in databases and unstructured or semi-structured data in object stores. Baffle provides a unified policy engine and admin console that ensures consistency and enforcement across all data stores.[11]

For development and test databases, Baffle Data Protection Services provides static data masking and dynamic data masking. Baffle Data Protection Services protects data on-premises and in the cloud via a no code and low code data security mesh. Baffle Shield sits as a proxy layer between production databases and those in lower environments used for development and testing, and data is encrypted on the fly as it moves from the higher to the lower environment. Baffle says encryption can be specified on a column level, with different masking algorithms and encryption types based on the data type in each column.[5][7][12]

Baffle says its no-code, simple-to-deploy security platform takes a data-centric approach at cloud scale without any performance impact or changes to applications. Baffle says it is integrated with AWS, Azure, IBM, and GCP. Baffle says Baffle Data Protection already protects more than 100 billion records at companies worldwide, from Fortune 25 to SMB. Baffle says it works with System Integrators to quickly deploy across the organization.[5][7][8][13]

Baffle on the record

Sources

Baffle full record

  1. [1]baffle.ioBaffle · baffle.io · undated page, accessed September 27, 2026 · Tier A
  2. [2]Baffle data protectionBaffle · baffle.io · undated page, accessed September 27, 2026 · Tier A
  3. [3]Protect Against Patient Data Theft with BaffleBaffle · undated page, accessed October 23, 2026 · Tier A
  4. [4]Cloud Data Protection - PCI Compliance Tokenization - BaffleBaffle · undated page, accessed October 23, 2026 · Tier A
  5. [5]Data Tokenization, De-Identification, Database Encryption - BaffleBaffle · undated page, accessed October 23, 2026 · Tier A
  6. [6]Simplified BYOK for SaaS ProvidersBaffle · undated page, accessed October 23, 2026 · Tier A
  7. [7]Data Masking, Sharing in Lower Environments - BaffleBaffle · undated page, accessed October 23, 2026 · Tier A
  8. [8]Data Protection Service - Baffle Solutions by IndustryBaffle · undated page, accessed October 23, 2026 · Tier A
  9. [9]Baffle Reviews 2026: Details, Pricing, & Features - G2G2 · undated page, accessed October 23, 2026 · Tier C
  10. [10]AWS Database Migration Services Support - BaffleBaffle · undated page, accessed November 3, 2026 · Tier A
  11. [11]Baffle Data Security for Amazon S3 - BaffleBaffle · undated page, accessed November 3, 2026 · Tier A
  12. [12]PCI Compliance Tokenization, PCI DSS Tokenization - BaffleBaffle · undated page, accessed November 3, 2026 · Tier A
  13. [13]Baffle - Making Data Breaches Irrelevant Through Data ProtectionBaffle · undated page, accessed November 3, 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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