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	Authentrics www.authentrics.ai Research Team Data Active Remove or change	Company 2	Company 3	Company 4
Description
Summary	Authentrics.ai is a mission-critical AI/ML ops software company focused on weight-level controls, diagnostics, behavior steering, and monitoring for neural networks.
Description	Public web evidence indicates Authentrics.ai sells software for MLOps teams that provides precision control over neural networks, including weight-level editing, neuron-level diagnostics, behavior steering, and influence analysis. The company describes itself as a software company and positions its offering around resilience, security, control, and trusted AI deployment. Public snippets also indicate delivery via cloud marketplace and on-premises deployment, with a government channel through Carahsoft. Evidence for deeper product scope, customer base, pricing, and certifications remains limited publicly.
Positioning	Mission-critical AI/ML ops software for controlling and monitoring neural networks; emphasizes resilience, security, trust, and AI governance-adjacent capabilities.
Key facts
HQ location	Knoxville, Tennessee, United States
Founded	2024
Employee range	1-10
Funding stage	Seed
Company type	Private
Pricing model	custom quote
Last updated	Jun 21, 2026
Financials
Revenue estimate	Unknown
Valuation estimate	Unknown
Investments	Public snippets indicate early-stage funding and investor activity, including a May 2024 LinkedIn post noting Market Square Ventures as an early investor and a PitchBook snippet referencing $2.4M raised. This should be treated as partial public evidence because full source validation was not accessible here.
Relationships
Target customers	MLOps teams, enterprises deploying high-stakes AI, and public-sector / government buyers.
Key competitors	Unknown; likely adjacent to AI observability, model governance, AI quality, and MLOps vendors such as Arize, Fiddler, WhyLabs, OpenAI/Anthropic ecosystem tooling, and other trust-and-safety / model-control platforms, but direct public confirmation is limited.
Known customers	No reliable public customer list or named customer case studies were found.
Segments & Industries
Segments	AI Workflows, AI Agents, Knowledge & RAG, AI Quality & Observability, AI Governance & Risk, Analytics & BI
Industries	Financial Services, Customer Support / CX, General Purpose