AI approval workflow automation
Discount approvals, spend sign-off, deal-desk exceptions — RampBrain compiles each approval policy into a grounded skill an AI agent runs against your documented thresholds, proposing a decision and stopping for human sign-off.
The problem
Approvals run on tribal knowledge — what discount needs whose sign-off, what the spend limit is — so they bottleneck on whoever remembers the threshold, and turn inconsistent when they don’t.
How RampBrain handles it: Point RampBrain at any approval policy and it compiles a workflow with that policy’s own decision vocabulary and numeric threshold. The agent decides from documented rules; a human approves. The same engine runs discounts, spend, vendor review and content checks — you don’t get a fixed feature list.
How RampBrain automates approval workflows
Point it at the approval policy
Discount tiers, spend limits, deal-desk rules — whatever your team approves from a documented policy.
Compile a workflow skill
RampBrain builds a workflow with the policy’s decision rules and numeric threshold, each cited to source.
The agent proposes a decision
On a request it proposes approve, route-for-sign-off, or escalate against the documented limit.
A human approves
Nothing above threshold slips through silently — the limit is part of the skill and the human gate is mandatory above it.
It stays current
Resolved exceptions are captured and the workflow recompiles in place, so it tracks your policy as it evolves.
Why it's safe to let an agent run it
Grounded, never guessed
Every step is traced to a real source in your knowledge. No source means it's flagged as a gap and escalated — the agent never invents a rule.
A human is always in the loop
Nothing money-moving or production-changing runs without one-click sign-off. The agent proposes; a person decides.
It gets sharper over time
Every resolved case is captured as a sourced doc and the skill recompiles in place, so the decision stays consistent and current.
Frequently asked questions
What approvals can it run?
Any decision made from a policy: discount and deal-desk approvals, spend sign-off, access requests, vendor review, content checks. You compile a workflow from the policy doc — there’s no fixed feature list.
How are spend limits enforced?
The numeric threshold is part of the compiled skill, and the human gate is mandatory above it — the agent can’t approve past your documented limit on its own.
Is this a no-code workflow builder?
No. You don’t wire steps by hand; you point it at a policy and it compiles the workflow with that policy’s rules. A human still approves execution.
Does it improve over time?
Yes. Each resolved case is captured as a sourced doc and the workflow recompiles in place, so it stays current as your policy changes.
More things RampBrain can run
Turn an approval policy into an agent.
It’s live and free — point it at a policy, compile the workflow, and watch the agent propose its first decision. You approve.
Start free →