LatticeFlow
LatticeFlow AI is a Swiss ETH Zurich spin-off that provides an enterprise AI governance platform for discovering, evaluating, securing, and continuously monitoring GenAI, agentic, and traditional ML systems. It serves regulated enterprises in financial services, defense, energy, and identity verification via direct sales and channel partnerships.
- Company typePrivate
- Founded2022
- HeadquartersZürich, Switzerland
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What LatticeFlow does
LatticeFlow AI is a Swiss-engineered enterprise software company that provides an evidence-based AI governance platform for organizations deploying GenAI, agentic AI, and traditional machine learning systems. The platform unifies five integrated modules — Atlas (governance framework registry with 100+ ready-to-run evaluations), Discover (agentless AI asset discovery across cloud and on-premises), Eval (technical evaluation execution engine), Secure (automated red-teaming and security scanning aligned with OWASP and MITRE ATLAS), and Govern (continuous risk interpretation and monitoring) — and is complemented by AI Atlas (a public framework registry), AI Insights (an independent LLM risk evaluation service), AI GO! (an early-access governance operations platform), and the COMPL-AI open-source EU AI Act compliance framework co-developed with ETH Zurich and INSAIT.
The company is an ETH Zurich spin-off founded by Dr. Petar Tsankov (CEO), Dr. Pavol Bielik (CTO), Prof. Martin Vechev, and Prof. Andreas Krause, and operates R&D and commercial offices in Zurich, Sofia, San Francisco, and Dublin (the last established via the January 2026 acquisition of AI Sonar from CloudSphere). LatticeFlow sells primarily through a consultative enterprise field-sales motion augmented by channel partnerships with SAP (SAP Store), Vanta (GRC integration), and KPMG Switzerland (implementation services), targeting regulated industries including financial services, defense, critical infrastructure, and identity verification. Named customers include BNP Paribas, Pictet, Julius Bär, SIX Group, Unique AI, Axpo, the US Army, Athena AI, Jumio, and Actuate.
LatticeFlow has raised approximately $14.8 million across a seed round, a $12 million Series A led by Atlantic Bridge and OpenOcean (October 2022), and a $3 million Innosuisse grant (October 2024), and was recognized in the inaugural Gartner Magic Quadrant for AI Governance Platforms in 2026. Revenue is not publicly disclosed; the company holds SOC 2 Type 1 attestation (Type 2 in progress) and operates a quote-based enterprise SaaS pricing model.
LatticeFlow firmographics
Firmographics- Name
- LatticeFlow
- Legal name
- LatticeFlow AI
- Website
- https://latticeflow.ai
- Company type
- Private
- Founded year
- 2022
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- LatticeFlow AI is a Swiss ETH Zurich spin-off that provides an enterprise AI governance platform for discovering, evaluating, securing, and continuously monitoring GenAI, agentic, and traditional ML systems. It serves regulated enterprises in financial services, defense, energy, and identity verification via direct sales and channel partnerships.
- Ownership category
- akta.pro rank
LatticeFlow industry classification
Industry- Product category
- AI Governance Software
- NAICS
- Software Publishers (5132), Computer Systems Design and Related Services (54151)
- akta.pro primary industry
- AI Governance, Risk & Compliance (GRC) Platforms (HDAAAMAA)
- akta.pro secondary industries
- Enterprise AI Governance, Risk & Compliance Platforms (Model Risk, Audit, Policies) (HDAEANAE), Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL), AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF), Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG)
Keywords
Where LatticeFlow is headquartered
LocationHeadquarters
- HQ city
- Zürich
- HQ country
- Switzerland
- HQ region
- Europe
Offices4 records
Markets served
LatticeFlow business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
Revenue model
- SaaS Platform Subscription: Enterprise SaaS platform for AI governance with subscription-based licensing model. Platform includes Atlas, Discover, Eval, Secure, and Govern modules. Offered via direct sales and SAP Store marketplace.
- Professional Services: Implementation and consulting services for enterprise AI governance deployments, including technical assessments and compliance blueprint development (e.g., FINMA-aligned blueprints with partners).
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise platform with quote-based pricing |
Go-to-market motion3 records
Distribution channels4 records
Marketing channels6 records
LatticeFlow product offering
Product offeringCore offering
LatticeFlow AI provides a unified evidence-based AI governance platform that combines AI asset discovery, technical evaluations, automated red-teaming, and continuous risk monitoring. The platform covers agentic AI, GenAI, and traditional ML systems, mapping technical evidence to regulatory frameworks such as the EU AI Act, FINMA, NIST, OWASP, and ISO 42001. It serves enterprise customers in financial services, defense, critical infrastructure, and other regulated sectors.
Product overview
LatticeFlow AI offers a unified AI governance platform combining five integrated modules: Atlas (governance framework registry with 100+ ready-to-run evaluations), Discover (automated AI discovery across cloud and on-premises), Eval (technical evaluation execution engine), Secure (automated red-teaming and security scanning), and Govern (continuous risk interpretation and monitoring). The platform is complemented by AI Atlas, the first public registry of AI governance frameworks, and AI Insights, an independent LLM risk evaluation service. The company also acquired AI Sonar for shadow AI discovery. Built on Swiss engineering precision with scientific rigor from ETH Zurich, the platform enables evidence-based AI governance for agentic AI, GenAI, and traditional AI systems.
Differentiator
Problem solved
Functional benefit
Brands
- AI Atlas: The first public registry of AI governance frameworks mapped to ready-to-run technical evaluations, enabling organizations to generate measurable evidence of AI security and performance.
- AI GO!
Products and services
- LatticeFlow AI Platform A unified enterprise SaaS platform that delivers continuous AI risk management through integrated AI asset discovery, deep technical evaluations, automated red-teaming, and continuous risk interpretation. Designed for enterprise AI risk, compliance, and security teams operating in regulated environments.
- AI Atlas First public registry of AI governance frameworks mapped to ready-to-run technical evaluations. Available as a free public resource for organizations and practitioners needing to generate measurable evidence of AI security and performance against established frameworks.
- AI Insights Independent LLM risk evaluation service providing transparent, quantifiable evidence on model security and risk for enterprises evaluating large language models for safe business adoption.
- AI Sonar Shadow AI discovery platform that detects AI systems across on-premises and cloud environments. Acquired by LatticeFlow AI in January 2026 and integrated into the end-to-end AI governance solution.
Quantifiable outcome
- Security scores for open GenAI models increased from 1.8% to 99.6% after applying targeted guardrails
- +3 more outcomes
Companies that use LatticeFlow
Customer profileNamed customers13 records
Segments5 records
Ideal customer profiles4 records
LatticeFlow technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration4 records
AI capability9 records
Feature6 records
LatticeFlow partnerships and signals
Strategic signalPartnerships
Seven partnerships are on record, tiered core.
- SAPcoreStrategic partnership announced March 2026 to provide AI risk control and governance solutions accessible via SAP Store. Enables enterprises using SAP solutions to translate AI frameworks (ISO/IEC 4200x, EU AI Act) into verifiable technical assessments for agentic AI, foundation models, and custom AI systems. LatticeFlow AI platform integrated into SAP's ecosystem.
- Unique AIcoreJoint initiative to develop first FINMA-aligned technical blueprint that translates FINMA guidance 08/2024 into concrete technical assessments. Applied to Unique AI's Investment Insights Agent for banking use cases including KYC, chatbot assistants, and AML.
- AI Sonar (CloudSphere)coreAcquisition announced January 2026 during World Economic Forum. LatticeFlow AI acquired AI Sonar Ltd (wholly owned subsidiary of CloudSphere) adding shadow AI discovery capabilities across on-premises and cloud environments. Full ownership of AI Sonar's platform, IP, and engineering operations.
- VantacoreIntegration with Vanta AI-trust management platform announced October 2025. Combines Vanta's GRC workflows with LatticeFlow AI's deep technical assessments to provide evidence-based AI governance. Enables vendors to deliver compliance artifacts directly to customers and regulators.
- KPMG SwitzerlandcorePartnership announced October 2024 to accelerate AI risk assessments and compliance for enterprises. KPMG leverages LatticeFlow AI platform to enhance their Trusted AI Practice and help clients manage AI risks and build robust governance frameworks.
- ETH ZurichcoreFounding research institution; company spun out of ETH Zurich. Ongoing research partnership including COMPL-AI development with ETH AI Center. Founders hold PhDs from ETH.
- INSAITcoreResearch partnership to develop COMPL-AI, the first EU AI Act compliance evaluation framework for generative AI. INSAIT (Institute for Software Systems) co-developed the framework with ETH Zurich and LatticeFlow AI.
Scale indicators6 records
Recent moves8 records
Expansion highlights6 records
LatticeFlow competitors and assessment
Company assessmentBroad incumbents
- Microsoft Azure AI Content Safety / Responsible AI Dashboard: Microsoft bundles AI safety, content filtering, and responsible AI tooling directly into the Azure AI platform. Represents the hyperscaler bundling threat: customers on Azure can access core governance capabilities as part of their existing cloud spend, raising the bar for standalone vendors like LatticeFlow.
- OneTrust: OneTrust is a broad privacy, security, and GRC platform that has expanded into AI governance use cases. Competes with LatticeFlow for the same GRC leader buyer but operates at much greater scale and breadth, making it a likely co-existence or partnership scenario rather than head-to-head on technical depth.
- IBM watsonx.governance: IBM watsonx.governance is an enterprise AI governance suite covering model lifecycle, risk, and regulatory compliance as part of IBM's broader watsonx AI platform. Represents the broad-incumbent threat LatticeFlow competes against, especially in large regulated enterprises already standardized on IBM.
Direct peers
- Holistic AI: Holistic AI provides an enterprise AI governance platform covering risk assessment, compliance, and auditing for AI systems, with deep EU AI Act and ISO 42001 alignment. Directly competes with LatticeFlow for the same regulated-enterprise buyer and offers adjacent product capabilities in AI risk inventory and policy management.
- Credo AI: Credo AI is a direct peer offering an AI governance, risk, and compliance platform targeting enterprises subject to EU AI Act and other emerging AI regulations. Comparable to LatticeFlow on customer persona (GRC leaders, regulated enterprises), platform shape (governance + evaluation), and go-to-market motion.
- Arthur AI: Arthur AI is a model observability and AI performance monitoring platform that evaluates ML and LLM systems for drift, bias, and quality. Overlaps with LatticeFlow's Eval and AI Insights modules and serves similar enterprise buyers deploying GenAI and traditional ML in production.
- Robust Intelligence: Robust Intelligence (acquired by Cisco) provided AI firewall and model security testing, with deep overlap to LatticeFlow's Secure module (automated red-teaming, adversarial testing, OWASP/MITRE ATLAS alignment). Comparable on AI security capabilities though now embedded inside Cisco's broader security portfolio.
- WhyLabs: WhyLabs provides AI observability and LLM monitoring for production AI systems, with overlap to LatticeFlow's Eval and continuous monitoring capabilities. Comparable on AI observability positioning though smaller and more focused on monitoring than the full governance lifecycle LatticeFlow covers.
Others
- Vanta: Vanta is a partner of LatticeFlow (October 2025 integration) and a trust management platform automating SOC 2, ISO 27001, and other compliance audits. Adjacent rather than directly competing; Vanta provides the GRC workflow layer that LatticeFlow feeds with deep technical AI evaluation evidence.
Emerging players
- Weights & Biases (W&B): Weights & Biases is an MLOps platform with growing AI evaluation and monitoring capabilities. Adjacent to LatticeFlow's Eval and Discover modules, with overlapping technical buyer (ML platform teams) though a stronger pull from model developers than from GRC and risk buyers.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
LatticeFlow social profiles
Digital presenceLatticeFlow compliance and trust
Trust signalCompliance5 records
LatticeFlow financial estimates
Financial estimateRevenue estimate
Valuation estimate
LatticeFlow leadership team
Management profileNumber of profiles
Profiles11 records
LatticeFlow subsidiaries and ownership
Company hierarchySubsidiaries1 record
LatticeFlow funding detail
Funding detailFunding overview
Funding rounds3 records
Investors7 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
LatticeFlow M&A and investment
M&A and investmentM&A1 record
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about LatticeFlow
What does LatticeFlow do?
LatticeFlow AI provides a unified evidence-based AI governance platform that combines AI asset discovery, technical evaluations, automated red-teaming, and continuous risk monitoring. The platform covers agentic AI, GenAI, and traditional ML systems, mapping technical evidence to regulatory frameworks such as the EU AI Act, FINMA, NIST, OWASP, and ISO 42001. It serves enterprise customers in financial services, defense, critical infrastructure, and other regulated sectors.
Is LatticeFlow a public or private company?
LatticeFlow is a private company. It is classified as venture growth investor backed and is currently operating.
When was LatticeFlow founded?
LatticeFlow was founded in 2022. It employs 11 to 50 people.
Where is LatticeFlow based?
LatticeFlow is headquartered in Zürich, Switzerland, in the Europe region.
How does LatticeFlow make money?
Two revenue lines are on record. SaaS Platform Subscription is the primary driver. The others are professional Services.
Who are LatticeFlow's main competitors?
Broad incumbents on record are Microsoft Azure AI Content Safety / Responsible AI Dashboard, OneTrust and IBM watsonx.governance. Direct peers are Holistic AI, Credo AI, Arthur AI, Robust Intelligence and WhyLabs. Vanta is listed as an others. Weights & Biases (W&B) is listed as an emerging player.
Does LatticeFlow have an API?
Yes. LatticeFlow AI provides an External Govern API that allows organizations to push and process interpreted risk data into their existing workflows. The API enables custom dashboard integrations, GRC platform connections, and automated risk report generation. Organizations can pull fresh evaluation data from observability platforms and push results to monitoring tools via event-driven or scheduled automation. Developer documentation is at aigo.latticeflow.io/docs/overview.
What industry is LatticeFlow in?
LatticeFlow's product category is AI Governance Software. Its primary akta.pro industry code is HDAAAMAA, AI Governance, Risk & Compliance (GRC) Platforms, with a secondary code of HDAEANAE, Enterprise AI Governance, Risk & Compliance Platforms (Model Risk, Audit, Policies). Its NAICS code is 5132.