Continue
All agreed evidence is present
The routine case can move forward without a person opening it again just to confirm the same facts.
Reduce Human Review | 10-Day Proof
Your agent works. Your team still checks too many actions.
Reduce Human Review is a 10-Day Proof for one important agent action. Using real cases, it shows what can proceed, what needs a person, and what must stop, without changing production.
One valuable action. Ten business days. No production change during the proof.
- Recover review hours
- Increase throughput
- Unblock rollout
The same queue holds routine work and real exceptions.
This is where the business case stalls.
Take an ITSM incident close. Most cases have the required evidence and could move on. Some are missing a required signal. A few should not proceed at all. Today, they often wait in the same queue for the same human recheck.
- The agent gets faster, but the queue keeps growing
- Experts confirm routine cases instead of exceptions
- The labor savings disappear into review
- The rollout or customer deal stays blocked
Rippletide gives each case a clear next step.
Needs a person
A real exception remains
Missing or conflicting evidence, unavailable information, or a business judgment still needs the expert who can decide.
Must stop
An agreed dangerous condition is present
The case does not move forward. One agreed dangerous case continuing makes the proof NOT READY.
The 10-Day Proof
Prove the value before changing production.
The enterprise risk owner agrees the conditions. Rippletide evaluates agreed cases, keeps the reason and evidence reference for each result, and measures what changes.
01
Bring one repeated, valuable action
Name its volume, current review rate, and the business decision waiting on it.
02
Agree the conditions first
The risk owner agrees the cases, evidence, and criteria before the proof begins.
03
Evaluate the agreed cases
Each result keeps the reason and evidence reference the business can inspect.
04
Receive a measured answer
Measure the review reduction, the value demonstrated, and the precise remaining gap.
Day 10
Ten days later, there is a clear answer.
READY supports a separately scoped activation of the same action. NOT READY is still useful: it quantifies the progress achieved and the precise gap that remains.
- Review hours consumed today
- Review reduction demonstrated on agreed cases
- Result and evidence reference for every case
- READY or NOT READY decision
- Business value demonstrated and remaining gap
FAQ
The proof, without the ambiguity.
One action, frozen criteria, and a measurable decision. Talk to our team
It means routine cases can continue while people focus on cases with missing or conflicting evidence, unavailable information, or a judgment call. Agreed dangerous cases must stop.
For one agreed agent action, Rippletide applies the conditions set with the enterprise risk owner to real cases. It separates cases that can continue from cases that need a person or must stop, and records the reason and evidence reference for each result.
No. The 10-Day Proof tests agreed conditions and evidence for each case. It is not a random sample or a decision made from model confidence alone.
Each case receives a clear outcome, continue, needs a person, or must stop, together with the reason and evidence reference behind that outcome.
A good candidate is repeated, valuable, and still held for a human recheck. It should connect to a business outcome, such as closing an IT service incident, handling a customer support exception, or approving a revenue workflow exception.
The proof evaluates agreed real cases against frozen criteria. It measures the cases that can continue, need a person, or must stop, while keeping the reason and evidence reference for every result.
Evidence is agreed before evaluation and can include business policies, workflow data, prior decisions, records from the affected system, and supporting documents. Missing or conflicting evidence sends the case to a person.
Monitoring shows what an agent did or where performance changed. Reduce Human Review evaluates whether one agreed action has the evidence and conditions required to move forward before a production activation is considered.
Yes. ITSM is an illustrative scenario. The same approach applies to repeated actions in support and revenue workflows when people still recheck routine cases.
One repeated, valuable agent action that people still recheck. The action must connect to a named deal, rollout, cost, or capacity decision.
The proof begins after the agreed cases, access, criteria, and enterprise decision owner are ready.
No. The 10-Day Proof evaluates agreed cases without changing production. Any production activation is scoped separately.
The enterprise risk owner sets the explicit conditions with Rippletide. The criteria are frozen before evaluation.
If one agreed dangerous case is classified as able to continue, the result is NOT READY.
Yes. It quantifies the progress achieved and identifies the precise remaining gap. It is not an empty audit outcome.
The natural next step is a separately contracted production activation of the same action.
Which action is still costing your team review time?
Bring one action, its monthly volume, and the business decision waiting on it. We will tell you whether it qualifies for the 10-Day Proof.