Relevance AI
Relevance AI
RipplingCalendarSlackNotion

Time off approved, coverage already solved

Approving leave is easy. Making sure the on-call rotation, the release week and the team survive it is the real work. The Leave Manager does that work before it approves, so a yes really means yes.

PTO request · Aug 12–16
Leave Manager

Leave request in. Checking balance and what that week holds for the team.

Verifying leave balance1s
Checking team coverage3s

One conflict: an on-call shift on the 14th. A teammate owes a swap, so this is solvable without bothering anyone.

Approving & syncing calendars1s
Approved: Aug 12\u201316, leaving 9 days in balance. The only conflict was an on-call shift on the 14th, which I swapped with a teammate who owed one back, both parties confirmed in Slack. Calendars are blocked, the team channel is notified, and the out-of-office is scheduled to switch on automatically.

How it works

Time-off requestLeave asked in SlackOn-call clash detectedBalance policy updated
Leave approvedCalendars blockedTeam notifiedHuman cases escalated

Triggered by a request in Rippling

A time-off request in your HRIS, or a plain-English ask in Slack, starts the checks immediately.

Solves coverage before approving

The agent checks balance, on-call, releases and team overlap, resolves the conflicts it can, negotiates the overlaps fairly, and escalates the requests a human should hold.

Approves and syncs everything

Approval writes back to Rippling, blocks calendars, notifies the team and schedules the out-of-office in one pass.

Without Relevance

With Relevance

The manager clicks approve between meetings, without checking what the week actually holds.

Balance, on-call, release dates and team overlap are all checked before the approval goes through.

The on-call clash is discovered when the pager goes off and nobody answers.

Conflicts are found at request time and resolved, like swapping the shift with a teammate who owed one.

Two people book the same week, and whoever the manager saw first wins by accident.

Overlaps are surfaced with the trade-offs laid out, and resolved by stated policy rather than inbox order.

Requests sit for days, and people book flights before the approval lands.

Clean requests are approved in minutes, and the messy ones come back with a concrete resolution path.

Approved leave still needs calendars blocked, the team told and the out-of-office remembered.

Approval triggers all of it: calendar blocks, the team notification and the scheduled out-of-office.

A bereavement request waits in the same queue as a beach week.

Requests that policy cannot or should not decide go straight to a human, flagged for care rather than for process.

Held to a quality bar, on every run

Every approval is checked against eval test cases written for this exact job before it lands. If a run fails the bar, it never ships.

Leave Manager

Pass rate · last 14 days

Sampling 2% of live runs · 92% passing this week

Coverage checked before every yes96%
Overlaps resolved by policy, not inbox order93%
Sensitive leave escalated with care94%
Every approval syncs all systems91%

Train your agent like an employee

Onboard it with your playbooks and correct it in plain English. It learns the lesson for good, and nothing changes until you approve it.

Leave Manager
Instructions updated
Tool added
On-call rotation lookup
13 evals added
Coverage checked before every yesOverlaps resolved by policy, not inbox order+11 more
Publish version 4
PDFLeave Policy & Coverage Rules.pdf240 KB
Process leave requests under these rules.
Read Leave Policy & Coverage Rules.pdf. Updated my instructions, added a on-call rotation lookup tool, and wrote 12 evals to check every run.
Bereavement and medical leave are never processed like PTO. Approve the entitled days instantly and hand everything else to the manager, gently.
Got it. I added an eval that fails any bereavement or medical request handled as a standard approval flow, so those always get the immediate yes and a human for the rest.
Teach it something new…
Ask

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"The ability to be vendor agnostic and the ability to scale across a breadth of functions is a really key feature."

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Partner, KPMG Australia

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Chief Customer Officer, Canva

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"The ability to be vendor agnostic and the ability to scale across a breadth of functions is a really key feature."

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Partner, KPMG Australia

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Tracks mandatory training and flags the gaps.

PTO
Benefits
Comp
Leave
Answer

Policy Answerer

Answers policy and benefits questions instantly.

Offer accepted
  1. 1
    Provisioned accounts
  2. 2
    Shipped laptop
  3. Orientation set

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Booked · Wed 11am

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Every agent you add shares one stack

These agents all run on one platform: one gateway, one router, one eval suite, one audit trail. Every agent after the first ships faster.

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Put the Leave Manager to work this quarter

We partner with enterprise teams to take this work off their plate. An agent built with you, proven against your quality bar, and live in weeks.