Built for high-complexity teams
Tuple is designed for organizations that need technical depth, operational control, and deployment flexibility — across AI, cloud, and enterprise workflows.
Semiconductor & Verification
EDA · VerificationAccelerate chip design verification without adding headcount
Verification bottlenecks are one of the most expensive problems in semiconductor development. Tuple's Stratos agents integrate directly into your EDA toolchain to triage DRC failures, surface spec-aware remediation paths, and retrieve runbooks — so engineers spend less time on orchestration and more time on design.
- DRC failure triage and root cause analysis
- Spec-aware remediation suggestions via Stratos
- Simulation path orchestration through Omni
- Compute right-sizing for verification clusters
- Runbook retrieval from Tropos Wiki
- Audit trail for tape-out workflows
Found 4 M3_SP_MIN violations near bias resistor array. Introduced in commit a3f91c. Suggested fix: increase spacing by 0.04µm on nets VN_BIAS[2:0]. Similar pattern resolved in BGR_CORE — see runbook #441.
Run time
−62%
Triage time
−70%
Compute cost
−35%
AI Infrastructure Teams
LLMs · ComputeRun, manage, and optimize AI workloads at any scale
Teams building with LLMs face a distinct set of infrastructure challenges: GPU cost volatility, inference latency, model versioning, and vendor lock-in. Tuple gives AI infrastructure teams a unified control plane for compute management, cost optimization, and agent-driven workflows — whether models run on your own hardware or in the cloud.
- Self-hosted LLM deployment and management
- GPU compute discovery and savings plans via Omni
- MCP connector setup for Stratos agent integrations
- Inference cost monitoring and budget alerts
- Batch job orchestration for training workflows
- Model routing between self-hosted and cloud APIs
GPU Compute · Cost Dashboard
GPU Utilization
84%
Spot Savings
41%
MTD Cost
$12.4k
DevOps & Platform Engineering
DevOps · CloudLess cloud waste, more engineering velocity
Platform engineers are responsible for the reliability, cost, and velocity of their organization's infrastructure. Tuple gives platform teams real-time cost visibility, infrastructure automation through AI agents, and operational tooling that integrates with the workflows engineers already use.
- Cloud cost reduction via Omni savings plans
- Infrastructure drift detection and auto-remediation
- IaC generation and review via Stratos Infra Agent
- Monitoring, alerting, and on-call management in Tropos
- Incident management and post-mortem workflows
- License and SaaS spend tracking
Auto-generated remediation · terraform patch
resource "aws_s3_bucket_public_access_block" {
block_public_acls = true
block_public_policy = true
}Enterprise IT & Support
IT · OperationsConsolidate your internal tools without sacrificing control
Enterprise IT teams run a sprawling set of tools for identity, monitoring, support, and documentation — often with overlapping licenses, inconsistent access controls, and no single view of operations. Tropos consolidates these into one deployable platform, with Stratos providing AI-assisted search and workflow automation on top.
- SSO and RBAC with full audit logging
- Internal support ticketing and routing
- Knowledge base with AI-powered retrieval
- SaaS license tracking and renewal management
- Billing visibility and cost allocation
- SOC 2 and compliance documentation
Identity · Access Overview
Active Users
284
SSO Providers
3
Roles
18
Audit Events
4.2k
Stratos: “Who has admin access to the prod database?”
3 users with direct access: @rgupta, @mchen, @jsullivan. Last access: 2h ago by @rgupta.
Every solution, one deployment model
Whether you're a semiconductor team that needs on-prem data control, an AI team running self-hosted models, or an enterprise IT org with strict compliance requirements — Tuple runs in your environment.