| 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.
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| 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.
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| Positioning |
Mission-critical AI/ML ops software for controlling and monitoring neural networks; emphasizes resilience, security, trust, and AI governance-adjacent capabilities.
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| Key facts |
| HQ location |
Knoxville, Tennessee, United States
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| Founded |
2024
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| Employee range |
1-10
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| Funding stage |
Seed
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| Company type |
Private
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| Pricing model |
custom quote
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| Last updated |
Jun 21, 2026
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| Financials |
| Revenue estimate |
Unknown
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| Valuation estimate |
Unknown
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| 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.
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| Relationships |
| Target customers |
MLOps teams, enterprises deploying high-stakes AI, and public-sector / government buyers.
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| 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.
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| Known customers |
No reliable public customer list or named customer case studies were found.
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| Segments & Industries |
| Segments |
AI Workflows, AI Agents, Knowledge & RAG, AI Quality & Observability, AI Governance & Risk, Analytics & BI
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| Industries |
Financial Services, Customer Support / CX, General Purpose
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