Authentrics
Mission-critical AI/ML ops software for controlling and monitoring neural networks; emphasizes resilience, security, trust, and AI governance-adjacent capabilities.
Company profile
Overview
Authentrics.ai is a mission-critical AI/ML ops software company focused on weight-level controls, diagnostics, behavior steering, and monitoring for neural networks.
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.
At a glance
Key facts
- HQ location
- Knoxville, Tennessee, United States
- Founded
- 2024
- Employee range
- 1-10Unknown; public evidence suggests a small early-stage startup, with no reliable employee count found.
- Funding stage
- Seed
- Company type
- Private
- Last updated
- Pricing model
- Custom QuotePublic snippets indicate per-instance / per-project pricing tailored by company type, size, and environment; no public price list found.
Business context
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.
Market context
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.
Source context
Classification (raw research text)
- Core focus
- AI/ML ops software for precision control, monitoring, and diagnostics of neural networks
- Core industry
- Enterprise AI / MLOps / AI governance-adjacent software
- Core category
- AI/ML Ops software platform
Shown verbatim from the research spreadsheet — deriving structured industry tags from this text is a future phase.
Market taxonomy