Approval agent
Prove why an agent approved, held, or escalated a finance, procurement, compliance, or vendor action.
AI agents
Let the agent work. Surface the decisions that need attention.
Forge runs beside high-consequence agent workflows as an API, not another dashboard. Routine supported actions continue through the customer's existing process. Uncertain, mismatched, or policy-sensitive actions are flagged for the authority the customer already trusts. Every selected action retains a defensible basis: what evidence mattered, what rule applied, what uncertainty remained, and where human authority stayed.
Background accountability
Exception-first review
Enterprise API
Customer authority
Why this leads
Accountability should run in the background, not become another operating console.
- Normal work stays normal. Forge returns a disposition through the existing workflow. It does not require an operator to watch a new screen.
- Attention follows risk. The customer defines which uncertainty, evidence gaps, rule conflicts, or action classes require abstention or escalation.
- The selected action remains defensible. Average evaluations cannot explain the one action being challenged. Forge preserves its evidence, rule, uncertainty, and authority boundary.
- Learning is customer-controlled. Authorized outcomes can improve tenant-local calibration only with explicit learning rights and retention opt-in. Forge does not silently train on production data.
Where Forge sits in an agent workflow.
| Observe | The agent or orchestrator reports at selected checkpoints. Forge evaluates the supplied evidence, policy result, uncertainty, and authority boundary without replacing the workflow. |
|---|---|
| Clear or flag | Forge returns a menu-bound disposition. Routine supported cases continue; abstentions and escalations are routed to the customer's named authority. Forge does not execute the action. |
| Execution control | The customer's qualified, validated, exclusive protected boundary applies the customer's exact policy and controls forwarding. Forge itself does not authorize, forward, or execute the downstream action. |
| Learn | When the customer explicitly supplies authorized outcomes, Forge compares prior confidence to results and measures whether the workflow is earning trust. No retention opt-in means no calibration write. |
First agent workflows for enterprise buyers.
Cyber response agent
Review selected response actions before execution, with the customer-owned protected boundary applying the final execution policy.
Customer or claims agent
Preserve the policy, evidence, uncertainty, and human-review boundary behind pay, deny, bind, refund, or escalate.
Illustrative proof trail: a high-consequence agent action.
Consider a billing-support agent that proposes a customer refund above the automatic-approval ceiling while the reported duplicate charge remains unconfirmed. The useful output is not another activity log. It is a defensible explanation of why the action moved to human review.
What was known
The amount, the customer report, the ledger state, and the current approval ceiling.
Why it escalated
The amount exceeded the auto-approve ceiling and the underlying claim was not yet confirmed.
Who decides next
The customer's authorized billing reviewer approves, denies, or requests more evidence. Forge does not issue the refund.
Bring one agent action before the rollout gets broad.
Forge is live, tested, and ready for a scoped enterprise integration. It starts with one agent, one action menu, and synthetic, sanitized, or approved workflow evidence. The buyer can inspect the proof shape and calibration path before any protected action is in scope.