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[ SOC-2 TYPE II GUARDRAILS & PRINCIPAL BENCH ]
Engineered by Distributed Systems & ML Infrastructure Veterans.
We never outsource agent reliability to junior prompt freelancers. Every system is architected directly by staff engineers with a 500-case deterministic eval harness.
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Ex-Stripe Distributed Systems · MIT CS
Marcus Vance
Managing Partner & Principal DAG Architect
Led high-throughput payment state machines processing $40B+ before founding Aether Automations.
Ex-Databricks ML Infra · ETH Zurich PhD
Dr. Elena Rostova
Head of Private RAG & SOC-2 Security
Specializes in zero-retention VPC vector retrieval, RBAC permission graphs, and deterministic eval suites.
Ex-Plaid Core Webhooks · Waterloo Eng
Sora Takahashi
Staff n8n & ERP Integration Lead
Architects bi-directional NetSuite, Salesforce, HubSpot, and Zendesk automation meshes.
Ex-Scale AI Evaluation Systems
Devon Alverez
Principal Forward-Deployed AI Engineer
Owns 500-case golden dataset benchmarking, latency profiling, and Slack HITL operator tooling.
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