Too much routine work
Every request reaches a person, including cases that a clear business rule could resolve. The queue hides the decisions that need attention.
Benefit / Delivery & Operations
Human review that’s
fast enough to keep.
Real enough to trust.
An approval should be a decision, not a search for context. Frozion brings the proposal, business facts and policy to the right person, then binds that decision to the action they actually reviewed.
Review when required. Decide with the evidence. Recheck before action.
FROZIONExecution FabricGoverned from request to outcome
- The rule requests review
A proposed 60% increase crosses the configured 50% threshold.
- The reviewer sees the case
Current exposure, payment history and the exact proposal stay together.
- The action matches the decision
Required assurance and pre-action checks govern the protected update.
Sample case · $50,000 → $80,000 · finance review required
01 / The challenge
A person in the loop
isn’t enough on its own.
Review becomes a bottleneck when people must rebuild the case. It becomes a weak control when the click is detached from the proposal, the authority or the eventual action.
Too little decision context
The reviewer gets a summary without the relevant source facts, policy or proposed change. Approval becomes a judgment about the messenger.
An approval outlives its meaning
The proposal changes, the reviewer’s authority expires or a critical fact becomes stale. A previous click is still treated as permission to proceed.
02 / How it works
Less chasing.
A stronger decision.
Make review part of the application’s execution path, with defined entry conditions, eligible participants and a clear result.
Review the exceptions that need judgment
Policy conditions decide when review is required. Cases that meet the configured rules can follow their permitted path; exceptions reach a person with a specific decision to make.
Bring the full case to an eligible reviewer
Keep the exact proposal, agent contribution, source facts and policy result connected. Assign the task to someone with the role and scope required for that decision.
Keep a request for information distinct
A reviewer can need another document or clarification before deciding. The case waits for that input; requesting information does not approve the protected action.
Bind the decision and revalidate
Record the proposal revision and the required identity assurance, including FIDO2 where policy requires it. Before action, recheck authority and relevant conditions. A material change can require a new decision.
03 / In practice
One proposal.
The facts to decide it.
An agent proposes increasing Acme Industrial’s credit limit from $50,000 to $80,000. The 60% increase requires finance review under credit policy v3.
Credit case CL-4471 · sample data
Explore what the reviewer sees, what a request for information means and what permits the update.
Proposal revision 1
Understand the increase before approving it.
The reviewer sees the exact proposed limit alongside the facts used by the policy. Sources and fact definitions remain connected so the decision can be inspected later. The agent’s recommendation is an input, not approval authority.
Decision context
- Current → proposed
- Credit limit $50,000 → $80,000
- Policy result
- 60% increase · review required
- Days sales outstanding
- 31 days · ERP source
- Late payments
- 1 · Feature Store fact
- Current exposure
- $46,200 · ERP source
Review remains open
A question is not an approval.
The reviewer requests supporting evidence for the proposed increase. The case retains the proposal and the pending task while that evidence is gathered. The protected credit-limit update remains on hold.
Current state
- Proposal
- Revision 1 · $80,000
- Reviewer decision
- Pending additional information
- Protected update
- Held · no attempt
- Resume condition
- Required evidence received and reviewed
Authorized action
Approve the proposal that will be executed.
The eligible reviewer approves revision 1 at $80,000 with the assurance required by policy. The workflow revalidates the relevant conditions before the ERP update. The destination’s confirmation is linked to that approved proposal.
Completed path
- Approved proposal
- Revision 1 · $80,000
- Assurance
- Required FIDO2 step-up recorded
- Pre-action check
- Authority and relevant facts revalidated
- ERP response
- Credit-limit update confirmed
- Evidence
- Decision, revision, attempt and outcome connected
04 / By role
Faster for the reviewer.
Clearer for everyone waiting.
Employees, customers, vendors, partners and management can participate in the same business process through the views and permissions appropriate to their roles.
Operations leaders
Reduce context gathering and status chasing. Distinguish a pending decision from a missing document or a failed system action.
A queue with meaningful states.Risk & compliance
Inspect why review was required, who could decide and which exact proposal received the decision. Follow revalidation into the resulting action.
A review control you can examine.Reviewers & participants
Receive the facts and permitted actions for the task. Keep questions, evidence and decisions connected to the case rather than scattered across handoffs.
A complete case, within your access.05 / Scope and questions
Human judgment.
An enforceable place in the process.
Good review combines a useful decision package with authority, proposal binding and a defined continuation path.
The model is not the approver
An agent may explain, extract or recommend. Its output does not satisfy an obligation assigned to an authorized human reviewer.
Assurance supports the decision
FIDO2 can provide strong user authentication where required. Proposal binding and pre-action checks are separate application controls; authentication alone does not validate the business judgment.
No. Use policy to identify the requests that need human judgment or authorization. Give routine, permitted work a defined path without adding an unnecessary review queue.
The case remains held at the review boundary. Define its operational owner and exception path so waiting work remains visible and accountable.
The decision remains tied to the reviewed revision. The workflow evaluates the change against its rules and can require a new decision before the changed action proceeds.
Yes. A human task can hold the case for required evidence. A request for information and an approval are distinct states, with different effects on the protected action.
Start with one business process
Bring the approval
that slows your team down.
We’ll connect its trigger, evidence, reviewer and protected action, so the human decision is both easier to make and meaningful when the work proceeds.