Manage AI in the wild.

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Make AI Work in Production

The platform for trusted AI at scale - combining orchestration, governance, human oversight and workflow control into one unified system. 

Building AI is no longer the hard part. Running it safely, reliably, and consistently in production is where most systems fail. CloudFactory helps enterprises move beyond experimentation by ensuring AI and agents behave correctly in real-world workflows through policy enforcement, human-in-the-loop validation, and workflow control built into a single platform.

Unlike fragmented tools that handle orchestration, governance, or data separately, CloudFactory brings everything together to deliver trusted, auditable AI outcomes at scale. Integrate with your existing models and infrastructure, reduce business risk, and turn raw data into AI you can actually trust—without replatforming.

The Platform Behind Trusted AI
CloudFactory Platform

Data Foundation

Make your data AI-Ready.

Connect to data across clouds and on prem, ingest any modality, and turn raw inputs into structured, governed, and usable assets.

  • Access data across clouds—no migration required
  • Ingest any data type with zero custom engineering
  • Turn unstructured data into searchable intelligence
  • Give AI models real domain understanding
  • Built-in governance, compliance, and security
  • Unlock new value from external and monetizable data
Explore our Data Foundation

Model & Agent Orchestration

Use any model, without lock-in.

Orchestrate, fine-tune, and optimize models across providers while managing prompts, workflows, and performance.

  • Use any AI model across providers, open-source, or custom
  • Track model lineage, performance, and deployments
  • Orchestrate multi-model workflows in one pipeline
  • Fine-tune models without ML infrastructure complexity
  • Version, test, and optimize prompts with confidence
  • Monitor model cost and performance in real time
Explore Model & Agent Orchestration

Trust & Oversight

Deploy AI you can trust.
 

Evaluate every decision with guardrails, uncertainty, and human review—ensuring compliance, transparency, and control.

  • Calibrate AI confidence and trigger human review when needed
  • Govern AI with business rules, compliance, and policy controls
  • Monitor outputs for bias and decision transparency
  • Maintain a complete audit trail with full provenance
  • Integrate human review into AI workflows seamlessly
  • Manage reviewer onboarding, routing, and quality assurance
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Enablement

Build and scale AI your way.
 

Access every capability through UI, APIs, and SDKs with real-time visibility. Start simple and scale as you go

  • Design AI workflows visually with version-controlled deployment
  • Access every platform capability through SDKs and APIs
  • Integrate workflow execution, human review, and analytics
  • Monitor throughput, accuracy, SLAs, and costs in real time
  • Start small and scale adoption without re-platforming
Explore Enablement

Stop Experimenting.
Start Running AI Reliably.

Because 95% accurate isn't good enough for your business.
Let’s build AI you can trust.

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