The AgenticEngineering Orgfor Enterprise Decision Makers
Turn business KPIs into technical execution with an AI-driven engineering org that plans, builds, operates, and measures ROI across the entire lifecycle.
Trusted by Leading Organizations
AI adoption stalls where engineering velocity ends.
Most enterprises can prototype AI. Few can operationalize it.
The result: endless pilots, undefined KPIs, and no measurable ROI.
Kubiya closes this "velocity gap" by giving every decision maker an always-on engineering organization — built for production, security, and scale.
The Effort vs Reality Curve
Why POC Success ≠ Production Reality
16+ Week Enterprise AI Cycle
From POC to production-ready AI systems
PILOT/POV
(2-6 WEEKS)
Initial prototype & proof of concept
SECURE INTEGRATIONS & ENV HARDENING
(4-8 WEEKS)
Security protocols & environment setup
POLICY & GOVERNANCE LAYER
(4-6 WEEKS)
Compliance & regulatory framework
OBSERVABILITY & RUNBOOKS
(3-6 WEEKS)
Monitoring & operational procedures
ROLLBACK, SLA, SCALING
(3-5 WEEKS)
Production readiness & reliability
Total Timeline: 16-31 weeks from POC to production-ready AI system
Most organizations underestimate the complexity leap from "it works in demo" to "it works in production"
An Agentic Engineering Org —On Demand.
Kubiya provides an autonomous, policy-driven system that executes full engineering initiatives — from business intent to deployed outcomes.
Every project includes:
AI Product Management
Translates KPIs into executable PRDs.
Specialized Agents
Platform, SecOps, FinOps, SRE.
Governance Layer
Zero-trust, auditable, deterministic execution, proactive alerting and notifications.
Enterprise Architecture
Distributed control plane with microVM isolation for secure, pollution-proof execution and durable orchestration supporting long-running tasks.
Lifecycle Tracking
Metrics, reporting, and ROI measurement.
Outcome:
A complete engineering org that runs 24/7 — without expanding headcount.
From intent to impact —one continuous lifecycle.
Define the objective
e.g. reduce cloud spend by 30%.
Kubiya translates it
Into a scoped PRD.
Agents execute securely
Within enterprise infrastructure.
Governance layer enforces
Policy-as-code and compliance.
Results are measured
In engineering hours gained, cost reduction, and against KPIs in real time.
Note: Built on deterministic, context-aware orchestration — not stochastic prompts.
Kubiya is not a workflow platform.
It's an operating system for AI execution.
Context-aware
[ACTIVE]Grounded in your infrastructure, code, and data.
Deterministic
[READY]Reproducible, verifiable execution — not probabilistic text output.
Secure by design
[READY]Zero-trust enforcement, isolated sandboxing, full auditability.
Lifecycle-complete
[READY]Includes planning, deployment, maintenance, and day-2 operations.
Enterprise-ready architecture
[READY]Distributed control plane with microVM isolation for secure, pollution-proof execution and durable orchestration supporting long-running tasks.
Outcome:
Predictable AI ROI with enterprise reliability.
Live Context Graph
Real-time context on all your resources, delivered to any MCP client. Learns correlations across complex environments to power intelligent decisions.
Loading 3D Context Graph...
Real-Time Sync
Live data from AWS, K8s, GitHub, Jira, Slack. Context updates as your systems change.
No Context Limits
Query unlimited infrastructure knowledge without token constraints. Your full system in context.
Dependency Aware
Understands dependencies. PR ↔ Deployment ↔ Infrastructure. Agents get the full picture.
Enterprise-Grade Architecture.Production-Ready Infrastructure.
Layered architecture with distributed task workers, unified API, and policy-driven governance
Governance & Policy Layer
Open Policy Agent (OPA) • RBAC • Compliance Enforcement
Standardized with Policy as CodeUnified API Layer
REST • GraphQL • Webhooks • Event Streaming
Context Graph & Intelligence Layer
Vector DB • Real-time Sync • Semantic Understanding
Orchestration & Control Plane
Durable Execution • State Management • Workflow Engine
Distributed Task Workers
Multi-Environment • MicroVM Isolation • Auto-Scaling
Horizontally Scalable
Add workers across any environment as demand grows
Policy-Driven
Every action governed by OPA policies before execution
Context-Aware
Real-time understanding of your infrastructure state
Infinite Integrations. Seamlessly Connected.
Kubiya connects to virtually any system, API, or data source without requiring changes to your existing stack. Our agentic AI platform effortlessly orchestrates complex workflows across your entire infrastructure.
And hundreds more... Connect to anything with an API or in Docker Hub. Our platform is designed for ultimate flexibility.
Enterprise-Ready Integrations
Modern Protocol Support
MCP and A2A Protocol for connecting your tools and agent cards to the agent mesh
Enterprise Authentication
AWS IAM (200+ accounts), OAuth2, SAML, OIDC, JWT and more
Continuous Synchronization
Asynchronous sync with your resources to a vector DB (context graph)
Zero Changes Required
Kubiya is designed to work with your current stack, not replace it. Deploy with confidence without changing your existing infrastructure.
Kubernetes Ready
Deploy Kubiya directly to your Kubernetes clusters
Parallel Operations
Run alongside your existing automation systems
Our revolutionary approach connects to your stack with zero changes to your infrastructure
Operational results,not experiments.
Kubiya has delivered:
Automated tasks per month
In engineering productivity gains
FTE equivalent capacity
Average ROI annualized returns
These aren't projections. They're operational results from production deployments across enterprise infrastructure.
“By pairing tools like Kubiya, it starts solving the Paradox of Time to Automation where the unit of work of creating and automating processes goes down from ten down to one, allowing organizations to reimagine their strategy around automation.”
Armon Dadgar
Co-Founder, CTO, HashiCorp
Frequently Asked Questions
Get quick answers to common questions about Kubiya