Probably

by Probably

Probably is an enterprise AI reliability platform that raised $9 million in June 2026 to build deterministic validation systems for AI workflows. Rather than building a new foundation model, it provides a validation and orchestration layer that coordinates smaller, locally-run models to achieve extremely high accuracy (targeting 99.99%) by reducing ambiguity and verifying outputs.

Business & Automation
Proprietary

Primary Use Cases

  • Enterprise AI reliability and governance
  • Regulated industry AI deployment (finance, healthcare, legal)
  • AI output validation and hallucination reduction
  • Multi-model orchestration for accuracy
  • Production AI quality assurance

✅ Strengths

  • Directly addresses enterprise pain point of AI unreliability
  • Deterministic approach provides verifiable accuracy
  • Works with existing models — no need to replace current AI stack
  • Targets regulated industries with strict accuracy requirements
  • Backed by $9M in funding (June 2026)

⚠️ Limitations

  • Early-stage company — product maturity unverified
  • Limited public documentation and benchmark data available
  • Orchestration overhead may increase latency
  • Pricing and availability not publicly disclosed

Technical Specifications

Developer
Probably
Category
Business & Automation
Type
🔧 AI Tool
License
UNKNOWN

Trust & Privacy

Health Status
🟢 Active
Trains on User Data
Unknown
Certifications
None listed

Ecosystem & Integrations

API Access
✅ Available
Chrome Extension
❌ No
Mobile App
❌ No
Pricing Model
🏢 Enterprise Only

Pricing Breakdown

Enterprise

Enterprise pricing — contact for details