Deterministic • Context-Aware • Zero Lock-in

Deploy AI Agents That
Actually Work in Production

Instantly extend any agent with deterministic execution and full context awareness – across any stack, with zero vendor lock-in.

Any agent. Any framework. Enterprise-grade security.

Trusted by engineering teams building production AI

Trusted by Leading Organizations

A&E Networks
A&E Networks
Atlassian
Atlassian
Microsoft
Microsoft
Clearly
Clearly
Ford
Ford
Morse
Morse
Project 44
Project 44
Verana Health
Verana Health
audi
audi
Symphoniya
Symphoniya
A&E Networks
A&E Networks
Atlassian
Atlassian
Microsoft
Microsoft
Clearly
Clearly
Ford
Ford
Morse
Morse
Project 44
Project 44
Verana Health
Verana Health
audi
audi
Symphoniya
Symphoniya
Symphoniya
Symphoniya
audi
audi
Verana Health
Verana Health
Project 44
Project 44
Morse
Morse
Ford
Ford
Clearly
Clearly
Microsoft
Microsoft
Atlassian
Atlassian
A&E Networks
A&E Networks
Symphoniya
Symphoniya
audi
audi
Verana Health
Verana Health
Project 44
Project 44
Morse
Morse
Ford
Ford
Clearly
Clearly
Microsoft
Microsoft
Atlassian
Atlassian
A&E Networks
A&E Networks
Video Explanation

Why AI Can't Be Trusted
Without Determinism

Kubiya Composer delivers deterministic AI execution with full context awareness. The only way to safely run agents that interact with your customers.

What is Full-Stack-as-a-Service for AI Agents?

Kubiya provides the complete application layer for AI agents

Add seamless front-end frameworks, orchestration, and enterprise controls to any AI agent — so you can build and deliver modern user-facing agentic apps without re-architecting or sacrificing compliance.

  • Build modern web apps, chatbots, and enterprise dashboards using frameworks like Next.js, React, and platforms like Vercel, all connected directly to Kubiya orchestration servers
  • Works with any agent framework (LangChain, AutoGPT, CrewAI, or custom)
  • Zero vendor lock-in — use your tools, your infrastructure
  • Zero trust security with full audit trails — end-to-end

The Problem with Current AI Agent Stacks:

  • Non-deterministic: Different results each time, even across the front-end
  • No context: Fragmented apps can’t share workflow memory
  • Vendor lock-in: Forced to stick with one UI or orchestration layer
  • Security nightmare: No consistent controls or audit trails across the user interface and backend

Add a Backend to Your Agents in Less Than 5 Minutes

Keep your existing agents. Add enterprise-grade capabilities.

1

Connect Your Agent

Use any agent or framework – LangChain, AutoGPT, CrewAI, or custom. No code changes required.

2

Define Context & Behavior

Set up deterministic execution paths and connect to your infrastructure. Your agent now understands your entire environment.

3

Deploy with Zero Trust

Run anywhere with enterprise security, audit trails, and complete observability. No vendor lock-in.

Abstract. Modular.Serverless.

The only MCP server built for enterprise-grade, full-stack AI

Kubiya MCP ServerDeterministic AI EngineAI AgentsAny FrameworkWorkflowsContainerizedToolsMCP CompatibleCloud ResourcesAWS, GCP, AzureDatabasesAny Data StoreAPIsInternal & External

No infrastructure to manage. No servers to maintain. Just pure AI capabilities.

Auto-scaling
Multi-region
99.9% SLA

Real Agents. Real Production.

See how teams deploy deterministic AI agents with full context awareness

Customer Support Agent

Agents that respond to tickets with full awareness of user history, infrastructure status, and policy.

Deterministic ticket responses
Context from CRM and infra
Policy-guarded actions

DevOps Automation Agent

Agents that safely deploy, rollback, and validate services with full infra context.

Predictable, audited workflows
Infra-aware execution
Same output every time

Self-Service Portals

Give users safe, policy-limited access to run tasks like resets or access requests.

Policy-driven actions
Identity-aware enforcement
Audit trail for every request

Security Operations Agent

Agents that triage alerts, run playbooks, and contain threats autonomously.

Deterministic response playbooks
Context from SIEM and logs
Escalates only when needed

Developer Tooling Agent

Agents that reset environments, create dev sandboxes, or run smoke tests on demand.

Safe infra manipulation
Limited to predefined scopes
Deterministic test results

Data Operations Agent

Agents that validate data, catch pipeline issues, and apply automated fixes.

ETL and lakehouse aware
Handles anomalies predictably
Inline validation logic

Customer Support Agent

Agents that respond to tickets with full awareness of user history, infrastructure status, and policy.

Deterministic ticket responses
Context from CRM and infra
Policy-guarded actions

DevOps Automation Agent

Agents that safely deploy, rollback, and validate services with full infra context.

Predictable, audited workflows
Infra-aware execution
Same output every time

Self-Service Portals

Give users safe, policy-limited access to run tasks like resets or access requests.

Policy-driven actions
Identity-aware enforcement
Audit trail for every request

Security Operations Agent

Agents that triage alerts, run playbooks, and contain threats autonomously.

Deterministic response playbooks
Context from SIEM and logs
Escalates only when needed

Developer Tooling Agent

Agents that reset environments, create dev sandboxes, or run smoke tests on demand.

Safe infra manipulation
Limited to predefined scopes
Deterministic test results

Data Operations Agent

Agents that validate data, catch pipeline issues, and apply automated fixes.

ETL and lakehouse aware
Handles anomalies predictably
Inline validation logic

Enterprise-Grade AI Infrastructure

100% Deterministic

Same input, same output. Every time. No surprises in production.

Full Context Awareness

Agents understand your entire infrastructure, not just prompts.

Any Container, Any Tool

Use your registries, your tools, your way. Zero limitations.

Zero Trust Security

SOC2 compliant with granular access controls and audit trails.

Modular & Serverless

Auto-scaling infrastructure that grows with your needs.

Real-Time Observability

Monitor, debug, and control every agent action in real-time.

Why Deterministic + Context-Aware = Production Ready

The difference between AI experiments and AI you can trust with customers

Without Kubiya

🎲

Random Results

Same prompt, different outcomes every time

🙈

Infrastructure Blind

No awareness of your systems or state

🔓

Security Nightmare

No controls, no audit trails, no compliance

With Kubiya

🎯

100% Deterministic

Same input = same output, guaranteed

🧠

Full Context Awareness

Understands your entire infrastructure

🔐

Zero Trust Security

Enterprise controls, full audit trails

Input

"Deploy my app to staging"

Deterministic Processing

Context-aware execution plan

Same Output

Every. Single. Time.

Same input + Same context = Same result. Always.

What Our Customers Say

Armon Dadgar's company
"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

Armon Dadgar

Co-Founder, CTO, HashiCorp

Frequently Asked Questions

Do I need to rewrite my existing agents?

No. Kubiya works with any agent framework or custom code. Simply connect your existing agents and add deterministic execution, context awareness, and enterprise controls without changing a single line of code.

What makes Kubiya different from other agent platforms?

Kubiya is the only platform that guarantees deterministic execution with full context awareness. While others focus on building agents, we focus on making any agent production-ready with zero vendor lock-in and zero trust security.

Can I use my own infrastructure?

Absolutely. Kubiya is designed with zero lock-in. Use your own containers, registries, cloud providers, and tools. Run on our serverless infrastructure or deploy on your own. You maintain complete control.

How does context awareness work?

Kubiya maintains a real-time context graph of your entire infrastructure - from code repositories to cloud resources to API states. Your agents can make informed decisions based on actual system state, not just prompts.

Start building in 5 minutes

Stop Hoping Your AI Works.
Start Knowing It Will.

Join engineering teams who trust their AI agents with real customers, real infrastructure, and real consequences.

No credit card required • SOC2 compliant • 99.9% uptime SLA