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Fruxon
BETA

Take your AI agents from pilot to production.

Evals, versioning, and one-click rollback — so your agent doesn't become a postmortem.

Fruxon helps you build, run, observe, and version your AI agents — full lifecycle management in one platform so you can ship to production with confidence.

No credit card required

Ship AI agents you can trust.

The Ops Platform for AI Agents
Full lifecycle. One platform.
Build

Define agents with guardrails & contracts

Run

Multi-provider failover, auto-scale

Observe

Tracing from test to production

Version

Immutable versioning, golden datasets

Evaluate

Deployment gates, human-in-the-loop

Rollback

One-click revert when it matters

How it works

Build, run, observe, version — full agent lifecycle in Fruxon. From pilot to production.

Build

Define the agent's goal, guardrails, inputs, and outputs. Capture success criteria so everyone aligns on what 'good' looks like.

  • Clear objective & guardrails
  • Inputs/outputs and data contracts
  • Success metrics up front

Ship your first agent in minutes

Full Lifecycle Platform

One platform. Ship with confidence.

Build, run, observe, version—full agent lifecycle in one place. No glue code. No ops burden.

Core Capabilities

Built for production. Not applause.

Build

Define agents with goals, guardrails, inputs, and outputs. Capture success criteria up front.

Agent Definition
Guardrails
Contracts
Run

Multi-provider failover, auto-scale, and SLA-friendly operations. Zero infra to manage.

Multi-Provider
Auto-Scale
Reliability
Observe

End-to-end tracing from test to production. Usage, costs, and performance visibility.

Tracing
Costs
Monitoring
Version

Immutable versioning bound to golden datasets. Alpha/Beta/Prod lanes with traffic splits.

Immutable
Golden Datasets
Traffic Splits
Evaluation-as-Deployment-Gates

Don't ship agents you can't measure. Human-in-the-loop where it matters.

Eval Gates
HITL
Regression Alerts
Connectors, Not Plumbing

Webhooks, jobs, and data sources configured—not coded. Reuse securely across versions.

Webhooks
Data Sources
Secrets
One-Click Rollback

Deterministic versions, instant revert. When things break, recover in seconds.

Instant Rollback
Version-Locked
Recovery

Built for production. Not applause.

Built for the 90% who fail to get past pilot, not the 10% who already have.

Isolation by Default

Every agent runs sandboxed with minimum permissions. Semantic isolation means an invoice agent can't suddenly send emails.

Trust is Earned

Agents progress through trust levels based on demonstrated behavior. New agents start restricted; autonomy is earned over time.

Verification at Every Boundary

Prompt injection detection, output validation, and action approval workflows for high-stakes operations.

"Treat agents like employees with access to sensitive systems: verify their work, limit their access, monitor their behavior."

Full Security Philosophy →

Questions we hear

From teams evaluating agent infrastructure.

Great for observability. But who's handling build, versioning, and deployment gates? That's the gap we fill. Most tools do 1-2 things. Fruxon does all four: build, run, observe, version.

Perfect. Build on a production-ready foundation now, so you don't have to rewrite later. The 18-month window is closing—39% of enterprises are experimenting, and they'll hit production walls soon.

Exactly. That's why you need evals, human-in-the-loop, and rollback built in from day one. Fruxon gives you deterministic reliability for non-deterministic AI.

You could. But do you want your engineers building ops infrastructure or shipping product? Building reliable agent infrastructure typically takes 3-6 months. Fruxon gives you all of this in minutes.

We're model-agnostic with multi-provider failover. Use OpenAI, Anthropic, Google, or your own models. Fruxon handles the reliability layer regardless of what's underneath.

Absolutely. Your data is never used to train any models. We encrypt everything at rest and in transit, and follow enterprise-grade security practices. Your agents, prompts, and datasets belong to you—always.

Learn more about our security →

Have more questions? Ask us on Discord

From pilot to production

Stop building infrastructure. Start shipping agents.