Platform · Orchestration

Every talent moment, connected and automated.

Hires, promotions, reviews and manager changes, turned into the right coaching, mentoring and follow-up. Same steps, same approvals, same audit trail, every time.

playbook · new managerv3 · live
  1. Promoted to people managertrigger · Workday eventRule
  2. First-time manager?condition · yesRule
  3. Offer a first-1:1 rehearsalcoach agentAgent
  4. Propose a mentormatching agentAgentHRBP approval
  5. Notify their managerMicrosoft TeamsRule
  6. Day-21 check-inscheduleRule
Loggedrun #4812 · 4 rules · 2 agent steps · 1 approval

Agents and orchestration

Orchestration sets the rules. Agents do the work. People make the calls.

One system, three layers. Here’s how they work together when an employee is promoted.

  1. RulesYou are here

    Orchestration

    Set what happens after a promotion, hire or role change, who must approve and what gets logged. Same trigger, same steps, every time.

    Priya is promoted. Start the new-manager playbook, require HRBP sign-off on her mentor match, check in at day 21.

    Designed by HR · governed by IT

  2. Execution

    Agents

    Carry out each step for each person: matching, nudges, prep, check-ins and follow-ups, adapted to their role and goals.

    Her first 1:1s are Thursday, so the AI coach offers to rehearse the hardest one. The agent matches her with Alicia, who managed that team before, and preps them both for their first meeting.

    Scoped access · every action loggedAgents →

  3. Calls

    People

    Approve, mentor and manage. Agents bring the context; decisions about people stay with people.

    Her HRBP approves Alicia as mentor. Alicia and Priya meet. Her manager joins the day-21 check-in.

    Agents assist · people decide

For CHROs

Run development on events, not calendars.

Hires, promotions and manager changes already live in your HRIS. Each talent moment triggers the right playbooks as it happens.

  • Every moment, caught

    No one waits for the next intake, or for a manager to remember.

  • Consistent and fair

    People in the same moment get the same playbook, whatever their team or manager.

  • Owned by HR

    Program teams build and change playbooks. IT connects systems once.

workday · events todaylistening
10:02Priya R. · promoted, first-time managerNew manager
10:05J. Ortiz · hired, EngineeringOnboarding
10:11Team Atlas · manager changedContinuity
10:20S. Lee · back from leaveReturner

Playbook builder

Plain language in. Explicit workflow out.

HR describes the playbook in a sentence. Rumi drafts every trigger, condition, approval and step for review, so policy never hides inside a prompt.

  • From a sentence to a workflow

    Say what should happen and when. Rumi drafts the steps and marks which are rules and which are agent steps.

  • Explicit and reviewable

    Every rule, approval and agent step is visible before it goes live.

  • Versioned

    Draft, test on sample employees, publish and roll back.

new playbook · returnersdraft v1
“When someone returns from parental leave, offer a returner coach and a peer mentor.”
1 trigger · 1 condition · 2 agent steps · 1 approval · ready to review
  1. Returns from leavetrigger · HRISRule
  2. Opted in to supportcondition · profileRule
  3. Offer a returner coachcoach agentAgent
  4. Propose a peer mentormatching agentAgentApproval
Review stepsTest on samples

In action

One promotion, start to finish.

Rules start it. Agents run it. People decide it.

Rules

Agents

People

Day 0

  • Rule: Priya promoted (Workday). First-time manager: yes. Playbook starts.
  • Agent: Coach offers to rehearse her hardest first 1:1

Day 1

  • Rule: Mentor match requires HRBP approval
  • Agent: Matching proposes Alicia, with reasons
  • Person: HRBP approves Alicia

Day 3

  • Agent: Prep drafts the agenda from Priya’s goals
  • Person: Priya and Alicia meet
  • Person: Daniel, her manager, gets a heads-up

Day 21

  • Rule: Scheduled check-in
  • Agent: Nudge waits until quarter-end is over

Meet the agents →

For CTOs

Policy you can read. Every run on the record.

Approvals, guardrails and data scope are configuration, not code. Each run records the trigger, the rules applied, what agents did, who approved and which records changed.

  • Human in the loop where it matters

    Require sign-off on matches, sensitive messages or any step you choose.

  • Step-level audit trail

    One record per run, from trigger to records touched.

  • Retries and alerts

    Failed steps retry on their own. Anything stuck is flagged before employees notice.

policies · new-manager playbook
Mentor matchesHRBP approval
Messages to executivesApproval
Data scopeexcludes compensation, private notes
Quiet hoursFri 6 pm – Mon 8 am
Recent runs
RunTriggerRulesAgent stepsApproved byStatus
#4812Promoted · Workday42HRBP · J. ParkDone
#4811Hired · Workday31AutoDone
#4810Manager change · SAP SF21PendingAwaiting approval

Architecture

Fits your stack and your control plane.

Connect your systems once. Every Rumi product and playbook shares them, through open standards and enterprise identity.

  • Event-driven

    Acts on HRIS changes as they land, not on nightly batch files.

  • Standards-based

    MCP today, agent-to-agent handoff on the roadmap.

  • Visible to your control plane

    Rumi agents appear in the agent registries you already use, such as Microsoft Entra Agent ID, Workday or ServiceNow.

  • Only the data you choose

    Sync the fields you pick. Leave out compensation and other sensitive fields.

connectors · synced
Workdaypeople · org · roles12s ago
SAP SuccessFactorspeople · orgAvailable
BambooHRpeople · orgAvailable
LMS · calendar · Slack · Teams · emailAll →
interoperability · identity
MCP serverany MCP-compatible assistant
Agent-to-agent (A2A)hand off with your agentsRoadmap
API and webhooksanything else
SSO · SCIM · RBACOkta · Entra · GoogleIncluded

Questions buyers ask.

How is orchestration different from agents?
Orchestration sets the rules: what happens when a talent moment hits, who approves, what’s logged. Agents do the work inside those rules, for each person.
Is the workflow deterministic?
Yes. Triggers, conditions, approvals and step order are explicit and the same on every run. Agents act only in steps marked as agent steps.
Do we need IT to build playbooks?
No, HR and program teams build and edit playbooks themselves. IT connects systems.
What if a step is sensitive?
You can add an approval step, so a manager or HRBP signs off before Rumi continues.
What data do you sync?
Only the fields you choose. Leave out compensation and other sensitive fields.
Does it work with the agent platforms we already run?
Rumi connects through MCP, with agent-to-agent handoff on the roadmap.
A woman laughs as she works between her laptop and a tablet

Get your workforce ready at the pace of AI