CloudFactory

What is CloudFactory?

CloudFactory is a platform and services company that helps enterprises run AI reliably in production. It combines data preparation, model and agent orchestration, evaluation and human review without replacing your existing models or infrastructure.

Key capabilities of CloudFactory

• Data Foundation: prepares and structures data across clouds and on-premises
• Model and agent orchestration: fine-tuning and optimization across model providers
• Trust and oversight: evaluation, guardrails and human review for compliance
• Enablement: UI, APIs and SDKs for deployment and scaling
• AI consulting: strategy, design, development and change management

How CloudFactory works

CloudFactory sits around your current AI stack. It structures the input data, orchestrates models and agents from multiple providers, then routes outputs through evaluation, guardrails and human reviewers so results are auditable. Teams connect through its UI, APIs and SDKs.

Who uses CloudFactory?

Enterprises moving AI from pilot to production in regulated or quality-sensitive settings. Customers named on its site include Ibotta, Luminar, Expensify, Microsoft, Mitsubishi Electric, Matterport, Sartorius and Nearmap.

CloudFactory pricing

CloudFactory does not publish prices. Engagements are scoped through sales because they combine platform use with services and human review capacity.

CloudFactory alternatives

Sama and Surge AI also provide human-powered data and evaluation services, while Argilla, Datasaur and Lightly offer software for labeling and data curation.