Operator-supervised delivery
Controlled beta workflows are designed for visibility, operator supervision, status updates, and customer review instead of opaque output generation.
Trust center
How DesirForge keeps controlled beta projects understandable and reviewable.
DesirForge is built around supervised AI service delivery: safe intake, private file handling, operator-reviewed workflows, audit evidence, and customer-visible deliverables.
Controlled beta limitations
DesirForge is in controlled beta. Some workflows may be simulated, scaffolded, or operator-reviewed. Live payments are disabled, production uploads are not guaranteed, and outputs must be reviewed before any production use.
No public file URLs
Uploaded files are not treated as public website assets. Customer downloads use authenticated backend routes and unsafe file states are blocked.
Reviewable deliverables
Customers can review deliverables, request revisions with reasons, and approve work through controlled project status rules.
AI transparency
DesirForge presents AI-assisted service delivery honestly and does not claim unsupervised production AI execution during beta.
File safety model
Do not upload secrets, passwords, tokens, API keys, PHI, payment data, bank data, regulated data, malware, exploit files, or unauthorized confidential data.
Read intake checklistWorkflow supervision
Projects can move through intake, operator dispatch, workflow updates, customer-visible status, deliverable review, revision, and approval.
Learn the workflowLegal and disclosure links
Public policy pages disclose AI use, privacy assumptions, accessibility posture, acceptable use, and beta-stage limitations.
AI disclosure