The enterprise agent harness for creating production-ready cloud infrastructure at scale.
The Reality
90%
of IT leaders concerned about ungoverned AI across their org
2025 IT Survey
$670K
added cost per breach caused by shadow AI
IBM, 2025
54%
cite AI governance as a top enterprise risk priority
Up from 29% two years ago
Generic AI tools are generating infrastructure code right now, without your context, your policies, or your guardrails.
The Challenge
Every engineer in your organization can generate infrastructure code with AI today. That means you scale your best practices and your worst at the same speed.
The engineers with the least context about your cloud, your compliance requirements, and your customers now ship as fast as your most senior people. Without shared context and governance, more speed creates more risk.
Speed is solved.
Quality is not.
The enterprises that win will be the ones that give every engineer the same context, guardrails, and institutional knowledge, so speed and quality scale together.
The Answer
Designed for large, operationally complex, and heavily regulated organizations.
Without it, AI is fast but unusable. With it, intent becomes shippable infrastructure.
The Platform
Every resource, every module, every policy, every pattern across your entire estate. Unified into a foundational layer that makes every engineer as informed as your best.
When people leave, when new engineers join, when new projects start, the context stays. Your institutional knowledge is embedded in the platform, not trapped in people's heads.
Cloud Resources
Every account, region, and resource
IaC Patterns
Modules, conventions, and decisions
Compliance Policies
Frameworks and guardrails
Team Knowledge
The how, not just the what
The Platform
Your tools. Your models. Your way.
Pre-built integrations
Cloud, IaC, CI/CD, and collaboration tools. Ready out of the box.
Bring your own tools
Connect custom MCP servers for internal APIs, proprietary systems, and custom workflows.
Bring your own models
Your contractual agreements. Your data policies. No vendor lock-in on the intelligence layer.
The Platform
The best production-grade cloud agent on the market, grounded in everything about your organization.
Operates under the actual security, compliance, and cloud provider constraints of your organization.
Naming conventions, module compatibility, state management, policy alignment. Where every other tool stops, we finish the job.
Define your rules once. Scored findings with evidence, severity, and clear pass/fail. Not just guardrails. Proof.
Human-in-the-loop workflows, scoped permissions, configurable rules. The agent cannot exceed the boundaries you set.
What You Get
Production-ready infrastructure delivered at speed, grounded in your organization's actual standards and compliance requirements.
Code that follows your patterns, your naming conventions, and your policies from the start. Not a starting point that needs hours of fixing.
Shared context, shared tools, shared standards. No more knowledge locked in individual engineers' heads or scattered across local machines.
Every engineer operates with the same guardrails and organizational knowledge. Speed and quality scale together, not against each other.
Enterprise Grade
Granular RBAC. Custom roles. Scoped permissions. Human-in-the-loop approvals.
Encrypted everywhere. No static credentials. Secret redaction. Never used for training.
Tamper-evident audit logs. Full session history. IaC-only changes with approval gates.
The more complex your environment, the more valuable this conversation becomes.