AI Talent Matrix Company Profile
LatticeFlow AI
AI Governance / AI Security · Zurich, Switzerland / San Francisco, California, USA
Matrix Employer Score™
94.76
High confidence
Employer Intelligence Evidence
Evidence-backed signals supporting our assessment of this AI employer.
AI ImpactHigh Confidence913 evidence itemsView evidence
Supporting signal
AI Safety/Security Deployment & Risk Impact
AI Safety/Security Deployment & Risk Impact
Medium Confidence
Oct 9, 2026
LatticeFlow's Athena AI case study reports a 75% reduction in training dataset size without reduced model performance, four-times-faster training and up to 544 hours saved per quarter in data curation and quality assurance for small-vehicle detection.
AI Safety/Security Deployment & Risk Impact
High Confidence
Sep 26, 2026
LatticeFlow AI has production governance and risk-control work with organizations including Unique AI and Axpo, including FINMA-aligned agentic AI assessment in banking.
Ai Governance Adoption
High Confidence
Sep 26, 2026
LatticeFlow AI has production governance and risk-control work with organizations including Unique AI and Axpo, including FINMA-aligned agentic AI assessment in banking.
AI LeadershipHigh Confidence963 evidence itemsView evidence
Supporting signal
AI Security & Safety Leadership
AI Security & Safety Leadership
Medium Confidence
Oct 7, 2026
LatticeFlow AI reports a COMPL-AI evaluation of DeepSeek R1 8B and 14B distilled models, identifying cybersecurity and bias weaknesses alongside toxicity-control strengths relative to base models. This specific executed technical evaluation adds an artifact beyond the generic governance-framework description.
AI Security & Safety Leadership
High Confidence
Sep 26, 2026
LatticeFlow AI develops continuous technical evaluation and governance, COMPL-AI and AI Atlas mapping regulatory frameworks to automated AI risk controls.
Evidence Based Ai Governance
High Confidence
Sep 26, 2026
LatticeFlow AI develops continuous technical evaluation and governance, COMPL-AI and AI Atlas mapping regulatory frameworks to automated AI risk controls.
Employer StrengthHigh Confidence933 evidence itemsView evidence
Supporting signal
AI Security & Evaluation Employer Strength
AI Security & Evaluation Employer Strength
Medium Confidence
Oct 7, 2026
LatticeFlow AI documents its SAP partnership and SAP ecosystem access for technical AI performance and risk assessments, adding a named enterprise distribution relationship beyond its ETH roots, government support and AI Sonar acquisition.
AI Security & Evaluation Employer Strength
High Confidence
Sep 26, 2026
LatticeFlow AI combines ETH Zurich research roots, Swiss government support, enterprise deployments and acquisition of AI Sonar to expand end-to-end AI governance.
Deeptech Governance Execution
High Confidence
Sep 26, 2026
LatticeFlow AI combines ETH Zurich research roots, Swiss government support, enterprise deployments and acquisition of AI Sonar to expand end-to-end AI governance.
Market TransferabilityHigh Confidence983 evidence itemsView evidence
Supporting signal
AI Safety & Security Skill Transferability
AI Safety & Security Skill Transferability
High Confidence
Oct 7, 2026
LatticeFlow AI spans AI discovery, evaluations, adversarial testing, runtime security, governance and continuous monitoring across models, RAG and agents, with CLI, Python SDK and YAML-based technical controls deployable as SaaS or managed on-prem/private cloud, supporting portability across AI evaluation, security, governance and ML engineering.
AI Safety & Security Skill Transferability
High Confidence
Sep 26, 2026
AI evaluation, governance, security and regulatory-control skills transfer broadly across frontier labs, enterprise AI, banking, infrastructure and public-sector AI.
Ai Risk Portability
High Confidence
Sep 26, 2026
AI evaluation, governance, security and regulatory-control skills transfer broadly across frontier labs, enterprise AI, banking, infrastructure and public-sector AI.
Matrix Employer Score™ components are supported by structured employer evidence, versioned methodologies, and confidence ratings.
Hiring Signal
Hiring
Employer Signal
93
Hiring Opportunity
91
Company Overview
Employer Snapshot
AI Category
AI Governance / AI Security
Primary Location
Zurich, Switzerland / San Francisco, California, USA
Founded
2020
Employees
80
Why AI Talent Watches LatticeFlow AI
LatticeFlow AI develops technical AI governance, evaluation, risk discovery, and security infrastructure for production and agentic AI systems.
Why Join
Build technical evaluation and governance systems that help enterprises safely deploy production AI and agents.
Employer Intelligence
Hiring: Hiring
Talent Competition: Very High
Technical Bar: Exceptional
AI Talent Matrix Confidence: High confidence
Talent Intelligence
Matrix Employer Score™ Breakdown
Core Employer Intelligence
AI Impact
91
AI Leadership
96
Employer Strength
93
Market Transferability
98
Career & Workplace
Career Growth
100
Compensation
90
Engineering Culture
100
Work-Life Balance
90
Evidence-Backed Signals
Career Upside
100
Talent Density
100
Hiring Opportunity
91
Talent & Career Programs
Remote Policy
Hybrid
Visa Sponsorship
Case by Case
Internship Program
Available
New Grad Program
Available
AI Focus
AI Governance / AI Risk / Model Evaluation / Agent Security
Flagship Products
LatticeFlow AI Platform; AI Atlas
Data & Methodology
How AI Talent Matrix interprets this employer
Last Updated
9/5/2026
AI Talent Matrix Confidence
High confidence
Methodology
View Matrix Employer Score™ Methodology →AI Talent Matrix scores and signals are comparative employer-intelligence indicators and should not be interpreted as guarantees of hiring, compensation, career outcomes, or individual fit.
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