Relevance AI
Relevance AI
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Runbooks that keep up with reality

The SOP Maintainer keeps your runbooks current, flags where the documented process has drifted from what teams actually do, and marks a section for owner review when it cannot confirm the truth.

Tool changed · new ticketing macros
SOP Maintainer

The ticketing tool shipped new macros. Checking which runbook steps reference the old ones.

Reading the support escalation runbook3s
Reading the vendor’s change notes for the new flow3s

Steps 3 and 4 name macros that no longer exist. The rest of the runbook still holds.

Rewriting steps 3 and 4 to the new macro names2s
Flagging the update to the support lead to confirm1s
Runbook updated and scoped tightly. Only steps 3 and 4 referenced the retired macros, so I rewrote those to the new flow and left everything else as it was. I added a dated change note and asked the support lead to confirm the new wording before it becomes the source of truth.

How it works

Tool changed · new macrosPolicy updatedQuarterly SOP reviewTeam: “this is out of date”
2 steps updatedChange note datedDivergence flagged to ownerUnconfirmed marked for review

Triggered by a change or a review cycle

A tool change, a policy update, or a scheduled review wakes the agent to check the runbook against how work is actually done.

Spots where the docs have drifted

It compares the documented steps to what teams really do, updates the approved way, and flags where practice has diverged from the SOP.

Writes back to Notion and Docs

Updated steps land in the runbook with a dated change note, and anything it cannot confirm is marked for owner review, not guessed.

Without Relevance

With Relevance

Runbooks are written once and rot until someone hits a step that no longer works.

The agent checks the runbook against reality on every relevant change and keeps it current.

Nobody notices the SOP and the real process have diverged until an incident exposes it.

The agent compares documented steps to how teams actually work and flags the drift.

When two teams do a step differently, the doc reflects whoever wrote it last.

The agent documents the approved method and flags the divergence to the process owner.

Only the runbooks someone champions stay current. The rest quietly go stale.

Every runbook gets the same review on every change, not just the popular ones.

Update quality depends on who last edited the doc and how careful they were.

One standard for structure, change notes and sourcing on every runbook.

A gap gets filled with a plausible-looking process nobody actually follows.

What cannot be confirmed is marked for owner review, never invented to look complete.

Held to a quality bar, on every run

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

SOP Maintainer
92959890

Sampling 2% of live runs · 96% passing this week

Only drifted steps are changed
96%
The documented way is the approved way
93%
Divergence is flagged, not smoothed over
87%
Unconfirmed processes are marked, not guessed
91%

Shaped by your team, not a template

Experts and engineers tune SOP Maintainer to your playbooks. Every change ships through the same evals.

Drag and drop

Compose agents and workforces on a visual canvas. Drag in agents, tools, and approvals in a flow anyone on the team can read.

Drag and drop

Compose agents and workforces on a visual canvas. Drag in agents, tools, and approvals in a flow anyone on the team can read.

Build with AI

Describe the agent in plain language and Invent builds it: the prompt, the tools, and the evals to prove it works.

Build with AI

Describe the agent in plain language and Invent builds it: the prompt, the tools, and the evals to prove it works.

Build with MCP

Engineers drive the same platform from Claude Code, Codex, or Cursor. Create agents, link knowledge, and run evals over MCP.

Build with MCP

Engineers drive the same platform from Claude Code, Codex, or Cursor. Create agents, link knowledge, and run evals over MCP.

Built for enterprise teams

Run agents on your real data with the access controls, audit trails, and residency guarantees enterprises require all built in.

AICPASOC 2TYPE II
SOC 2
GDPR
GDPR

Security & data privacy

  • Data residency
  • PII masking
  • Audit logs
  • No training on your data

Access & controls

  • Role-based access control
  • SSO / SAML
  • Human-in-the-loop approvals
  • Version control

Monitoring & oversight

  • Real-time monitoring
  • Full agent tracing
  • Cost visibility
  • OTEL & Delta Share export
KPMG
"The ability to be vendor agnostic and the ability to scale across a breadth of functions is a really key feature."

Levi Watters

Partner, KPMG Australia

Read more
Autodesk
"The key for us was how we can modularize industry knowledge and the best playbooks, and apply it."

Allen Roh

Senior Marketing Manager, Autodesk

Read more
Canva
"We're looking for every place where AI can allow sellers and customer success reps to be more engaged with customers."

Rob Giglio

Chief Customer Officer, Canva

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

Levi Watters

Partner, KPMG Australia

Read more

Team it up with more operations agents

New customer signed
  1. 1
    Assigned six owners
  2. 2
    Nudged the late step
  3. Process on track

Process Orchestrator

Runs cross-team processes and chases every step.

August
MTWTF1456781112131415
Renewal · 60 days out

Vendor Renewal Tracker

Flags renewals before the deadline that binds you.

Salesforce
HubSpot
Notion
Web
One record

Data Hygiene Steward

Reconciles records and flags what it cannot resolve.

Software · $12kVP FinanceTeam lead

Approval Router

Routes every request to the right approver by policy.

1,240
Tickets
94%
On-time
+38%
Backlog
Anomaly · backlog +38%

Ops Reporting Analyst

Builds the weekly report and explains the anomalies.

Payments are failing, is this an incident?
Sev-2 opened: checkout degraded for ~15% of users. Channel and timeline are live.
#inc-payments opened

Incident Coordinator

Runs the incident channel and sizes severity by impact.

Slack + email
Notion workspace
Admin access held
Sent for sign-off

Access Provisioner

Provisions new-hire access on a least-privilege basis.

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.

  • Triggered by key events or signalslike Zapier
  • Given access to contextlike Zep
  • Connected to your appslike Composio
  • Access to all LLMslike OpenRouter
  • Performance evaluatedlike Braintrust
  • No-code agent builderlike Dust.tt
  • Coordinated into teamslike CrewAI
  • Kept alive through long-running worklike Temporal
  • Traced at every step of every runlike Langfuse

Put the SOP Maintainer 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.