AI governance workflows for safe automation and accountable operations
Control AI work with traceability, logs, version history, permissions, and human approval before actions affect business records.
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Put controls around every AI action
AI can draft, update, route, and send work faster than teams can manually review. Sanka gives the operating layer that records what happened, who approved it, which version ran, and what the AI was allowed to do.
Core capabilities
AI Traceability
Trace prompts, decisions, source records, and downstream changes.
AI Logs
Keep searchable logs for AI actions, approvals, exceptions, and handoffs.
AI Version Control
Version prompts, rules, outputs, and edits so changes can be reviewed.
Connect the detailed workflows
Sanka lets AI prepare the work, then keeps review, approval, and downstream execution in the same context.
- Collect the operating context - Use CRM, billing, procurement, inventory, HR, accounting, and related records as the source context.
- Let AI prepare drafts and checks - AI prepares drafts, exceptions, and approval checkpoints for the right owner to review.
- Release only approved work - Only approved work moves into sending, syncing, billing, payment, accounting preparation, or other downstream actions.
Bring related work into one governed AI workflow
This page connects the detailed product pages that make up the workflow.
- AI Traceability: Sanka connects this work to an AI-assisted workflow with review and approval.
- AI Logs: Sanka connects this work to an AI-assisted workflow with review and approval.
- AI Version Control: Sanka connects this work to an AI-assisted workflow with review and approval.
- AI Permission Control: Sanka connects this work to an AI-assisted workflow with review and approval.
Sanka helps teams run AI operations with control.
Teams use Sanka to combine AI assistance with human approval across sales, finance, procurement, HR, and data work.
Detailed pages
- AI Traceability - Trace prompts, decisions, source records, and downstream changes.
- AI Logs - Keep searchable logs for AI actions, approvals, exceptions, and handoffs.
- AI Version Control - Version prompts, rules, outputs, and edits so changes can be reviewed.
- AI Permission Control - Limit read, draft, update, send, export, and sync permissions by role.
- AI Approval - Route AI-created work to human approval before execution.
Operating model
Use the detailed pages together as one flow: AI drafts the work, the right owner reviews it, approvals are captured, and only approved work moves downstream.
Frequently asked questions
What does this page summarize?
It summarizes the detailed product pages linked from this mega-menu category so teams can see the full AI workflow together.
Where can I see the detailed capabilities?
Use the detailed product links on this page to open each capability page.