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Company profile: Invariant Labs

1.1 - Company Overview

Invariant Labs Logo

Invariant Labs

Headquarter: Switzerland
Founded: 20XX🔒
Employees: 100-500🔒

Company description

  • Provider of a secure, reliable AI agents platform delivering: Invariant Analyzer to find and fix bugs, vulnerabilities and malfunctions; Explorer to visualize and debug agent traces; agents with formal security guarantees and provably secure agents enforcing policy compliance; and AgentDojo and Invariant Testing to evaluate security and build unit tests to prevent capability regressions.

Products and services

  • Agents with Formal Security Guarantees: A constraints-driven system that enforces strict constraints on AI agents to ensure formal security by design, safeguarding operations via predefined limitations
  • Provably Secure Agents: Policy-compliant AI agents integrated with a security analyzer to ensure adherence to defined security policies and prevent vulnerabilities like data exfiltration across agent activities
  • Invariant Analyzer: An open-source tool that identifies and fixes bugs, vulnerabilities, and malfunctions in AI agents, streamlining detection and correction of defects in agent behavior

Key contacts

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Financial details

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1.2 - Competitors and similar companies to Invariant Labs

Daybreak AI Logo

Daybreak AI

HQ: United States Website
  • Description: Provider of AI-driven SaaS for supply chain planning, optimizing inventory, fill-rate, and delivery outcomes.
  • Rationale: This competitor operates in a highly similar market segment with overlapping features.
  • Company type: Private company
  • Employees: ●●●●●
  • Total funding raised: $●●●m
  • Backers: ●●●●●●●●●●
  • Acquisitions: ●●
View full Daybreak AI company profile →
Abridge Logo

Abridge

HQ: United States Website
  • Description: Provider of an AI-driven platform that transforms patient-clinician conversations into structured clinical notes for the healthcare industry.
  • Rationale: This competitor operates in a highly similar market segment with overlapping features.
  • Company type: Private company
  • Employees: ●●●●●
  • Total funding raised: $●●●m
  • Backers: ●●●●●●●●●●
  • Acquisitions: ●●
View full Abridge company profile →
DataGPT Logo

DataGPT

HQ: United States Website
  • Description: Provider of a SaaS conversational AI data analyst that lets users ask questions in natural language to analyze data and get instant, analyst-grade insights without SQL. Offers automated data schema configuration, data navigator setup, cost reduction analysis, consulting for setup/training/weekly summaries, and proprietary caching technology that accelerates data warehouse queries by 100x.
  • Rationale: This competitor operates in a highly similar market segment with overlapping features.
  • Company type: Private company
  • Employees: ●●●●●
  • Total funding raised: $●●●m
  • Backers: ●●●●●●●●●●
  • Acquisitions: ●●
View full DataGPT company profile →
Concentric AI Logo

Concentric AI

HQ: United States Website
  • Description: Provider of autonomous data security solutions that use machine learning and deep learning to scan, classify, and assess risk for corporate data across repositories; identify at-risk data without rules; manage data security posture; and enable centralized remediation by adjusting permissions, applying correct classification, or moving data via an agentless, API-based deployment.
  • Rationale: This competitor operates in a highly similar market segment with overlapping features.
  • Company type: Private company
  • Employees: ●●●●●
  • Total funding raised: $●●●m
  • Backers: ●●●●●●●●●●
  • Acquisitions: ●●
View full Concentric AI company profile →
Writer Logo

Writer

HQ: United States Website
  • Description: Provider of a full-stack generative AI platform for enterprises, enabling businesses to use large language models to generate writing and content across operations, products, sales, human resources, and marketing. The platform integrates LLMs, graph-based RAG, AI guardrails, and development to deliver transformative ROI.
  • Rationale: This competitor operates in a highly similar market segment with overlapping features.
  • Company type: Private company
  • Employees: ●●●●●
  • Total funding raised: $●●●m
  • Backers: ●●●●●●●●●●
  • Acquisitions: ●●
View full Writer company profile →
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2.M&A buyers

2.1 Potential strategic acquirers in the sector

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2.2 - Strategic buyer groups for Invariant Labs

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Buyer group 1: ████████ ████████

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Buyer group 2: ████████ ████████

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Buyer group 3: ████████ ████████

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Description: ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████
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3. Investors and private equity firms

3.1 - Buyout funds investing in similar companies to Invariant Labs

2.2 - Growth funds investing in similar companies to Invariant Labs

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4 - Top valuation comps for Invariant Labs

4.2 - Public trading comparable groups for Invariant Labs

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4.3 - M&A Transactions similar to Invariant Labs

Selected M&A transactions

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Frequently Asked Questions

About Invariant Labs

What does Invariant Labs do?

Invariant Labs is a provider of a secure, reliable AI agents platform delivering: Invariant Analyzer to find and fix bugs, vulnerabilities and malfunctions; Explorer to visualize and debug agent traces; agents with formal security guarantees and provably secure agents enforcing policy compliance; and AgentDojo and Invariant Testing to evaluate security and build unit tests to prevent capability regressions.

Who are Invariant Labs's competitors?

Invariant Labs's competitors and similar companies include Daybreak AI, Abridge, DataGPT, Concentric AI, and Writer.

Where is Invariant Labs headquartered?

Invariant Labs is headquartered in Switzerland.

How many employees does Invariant Labs have?

Invariant Labs has 1,000 employees 🔒.

When was Invariant Labs founded?

Invariant Labs was founded in 2010 🔒.

What sector and industry vertical is Invariant Labs in?

Invariant Labs is in the Enterprise Software 🔒 sector and industry

M&A Buyers & Acquirers for Invariant Labs

Who are the top strategic acquirers in Invariant Labs's sector and industry

Top strategic M&A buyers and acquirers in Invariant Labs's sector include ████████, ██████████, ██████, ████████, and ██████████ 🔒.

Which M&A buyer groups are most relevant for Invariant Labs?

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Financial Investors investing in Invariant Labs's sector and industry vertical

Which are the top PE firms investing in Invariant Labs's sector and industry vertical?

Top PE firms investing in Invariant Labs's sector and industry vertical include ████████, ██████████, ████████, and ██████████ 🔒.

Who are the top buyout funds acquiring in Invariant Labs's sector and industry vertical?

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Who are the top growth equity funds investing in companies in Invariant Labs's sector and industry vertical?

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Valuation benchmarks of companies in Invariant Labs's sector and industry

Which are the key public companies that are relevant trading comps benchmarks for Invariant Labs?

The key public trading comparables and valuation benchmarks for Invariant Labs include █████████, ██████████, ████████████, and ████████████ 🔒.

Which are the key trading comparable groups for Invariant Labs for public valuation benchmarks?

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What are recent M&A transactions in Invariant Labs's sector and industry vertical?

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What are recent capital raises and funding rounds in Invariant Labs's' sector and industry vertical?

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