Stratos
AI agents built for real engineering environments. Stratos ships three specialized agents — an Infra Agent for cloud automation, Code AI Agents for semiconductor design workflows, and Ask AI for operational knowledge retrieval.
Infrastructure that provisions, detects drift, and self-corrects
Infra Agent connects to your cloud environment and acts as an autonomous infrastructure operator. It detects configuration drift, generates remediation plans, provisions resources from natural language, and keeps an auditable change log — across AWS, GCP, and Azure.
- Automated infrastructure provisioning
- Drift detection and remediation
- IaC generation and review (Terraform, Pulumi)
- Multi-cloud resource orchestration
- Policy enforcement and guardrails
- Audit trail and change history
DV Agent and PV Agent — built for semiconductor workflows
Stratos Code AI Agents understand your design environment. The DV Agent accelerates simulation, coverage closure, and formal verification. The PV Agent triages physical verification failures — DRC, LVS, ERC — traces them to source, and surfaces fix suggestions with runbook context.
VS Code Extension
Both agents are available directly inside VS Code. Inline suggestions, diff-aware context, and agent chat — without leaving your editor. IP stays on-prem with self-hosted inference.
- DV Agent — simulation, coverage analysis, formal verification
- PV Agent — DRC, LVS, ERC triage and fix suggestions
- Spec-aware context from your runbooks and design docs
- VS Code extension for inline agent access
- Git-integrated: comments on PRs, diff-aware suggestions
- Self-hosted or cloud LLM inference — IP stays on-prem
A chatbot that actually knows your environment
Ask AI is the conversational interface to your entire operational knowledge base. It retrieves answers from Tropos runbooks, incident history, monitoring data, and documentation — giving your team instant context without digging through dashboards or tickets.
- RAG across Tropos docs, runbooks, and tickets
- Database and analytics query access
- MCP connector support for any data source
- Multi-turn conversation with full context retention
- Team-scoped knowledge with access controls
- Works with self-hosted and cloud-hosted LLMs
What's the runbook for a failing health check on the payment service?
Searching Tropos docs and incident history…
Runbook: Payment Service — Health Check Failures (last updated 3 days ago). Step 1: Check Redis connection pool — common root cause (62% of incidents). Step 2: Verify upstream auth service latency. Step 3: If P99 > 800ms, trigger auto-scaling policy payments-scale-v2. Last 3 incidents resolved by @jsmith in avg 8 min. Runbook link: tropos/wiki/payments-hc-441.
Has this happened in the last 7 days?
Yes — 2 incidents in the past 7 days. Both resolved within SLA. Root cause both times: Redis connection exhaustion during peak traffic (8–9pm UTC). No change needed — monitoring alert threshold already adjusted after incident #1.
Deployment options
Self-hosted
Run Stratos on your own infrastructure. Models stay on-prem, no data leaves your environment. Required for semiconductor IP and regulated workloads.
Cloud-hosted
Managed deployment on AWS, GCP, or Azure. Tuple handles the infrastructure; you configure the agents and connect your data sources.
SaaS
Access Stratos via the Tuple cloud platform. Zero infrastructure management — connect your tools and start querying in minutes.
Ready to deploy Stratos?
Talk to our team about your use case and we'll scope a deployment that fits your environment.
Book a Demo