Features
Production Context Graph maps services, teams, and ownership
Alert triage with normalization, deduplication, and categorization
Evidence-backed root cause hypothesis with adversarial verification
Decision Traces record every investigation step for auditability
Automated postmortem generation with 5-Why analysis
Automated PR creation for accepted remediation fixes
Slack/Teams incident communication channel management
Hallucination-Proof Reasoning grounded in observable evidence
Zero-Trust Agentic Runtime built on Cedar (AWS IAM engine)
BYOC deployment runs entirely in customer's private cloud account
BYOK encryption with customer-managed KMS keys
In-perimeter LLM inference keeps data inside VPC
ISO 27001 and SOC 2 Type 2 certified
Read-only access for AI agents, no data used for training
Full audit trail for every tool call, argument, and result
Domain-specific SLLM training on customer data
On-premises or dedicated EU-cloud deployment
Compliance with GDPR and EU AI Act
Collaborative evaluation tools for client teams
PhariaFiles for enterprise file processing
Tokenizer-free model TFree-HAT 7B
Alpha-MoE megakernel for faster tensor-parallel inference
Theoretical inference model for DeepSeek hardware
Secure handling of sensitive documents (90% faster search)
40% faster RFQ processing via AI agents
End-to-end support from ideation to deployment
Integration with internal knowledge worker workflows
