Relevance AI
Relevance AI
ZendeskSlackIntercomJira

No SLA breach without a warning first

The SLA Watchdog watches the queue against every SLA target, reprioritizes the tickets that are about to breach, and warns the team while there is still time to act.

Scheduled check · queue scan
SLA Watchdog

Routine scan. Checking every open ticket against its SLA target.

Reading open tickets and time to breach3s

Most of the queue has comfortable headroom. One does not: an enterprise ticket 2 hours from a first-response breach, sitting mid-queue.

Confirming the contract tier and target1s

Enterprise tier, 4-hour response SLA, and it has been open 2 hours with no reply. It will breach unless it moves.

Reprioritizing it to the top of the queue1s
Pinging the on-call lead with the deadline1s
Caught one in time. An enterprise ticket was 2 hours from a first-response breach and buried mid-queue, so I moved it to the top and pinged the on-call lead with the exact deadline and a link. The rest of the queue has headroom, so this is the only thing I raised. It is still savable, which is the point of flagging now instead of reporting it tomorrow.

How it works

Scheduled scan · every 15mTicket nearing targetEnterprise ticket openedLead: “anything at risk?”
Ticket moved to topPrioritized by contract weightOn-call warned · 2h leftHealthy queue · no alert

Runs on a schedule over your queue

On a set cadence the agent scans every open ticket in Zendesk and Intercom against its SLA target and time remaining.

Weighs which breach matters most

It reprioritizes by time remaining and real contract weight, deciding which near-breach ticket truly outranks the others rather than working the nearest deadline blindly.

Warns while there is still time

At-risk tickets rise to the top and the on-call lead is pinged in Slack with the deadline. When the queue is healthy, it stays silent.

Without Relevance

With Relevance

The breach is discovered in the SLA report the next morning, after it happened.

The agent flags the ticket hours before the deadline, while there is still time to save it.

The queue is worked first-in-first-out, so a near-breach enterprise ticket waits its turn.

The agent reprioritizes by time remaining and contract weight, so the ticket that matters most rises to the top.

Two tickets near breach get treated the same, and the wrong one gets worked first.

The agent weighs contract tier and impact to decide which truly outranks the other, reasoning stated.

A lead eyeballs the queue when they remember to, and misses the ones buried mid-list.

Every open ticket is checked against its target on every scan, not just the ones near the top.

Whether a breach gets caught depends on who is watching and how busy the shift is.

The same watch runs identically around the clock, across every shift and time zone.

Alerting tools fire constantly, so the team learns to ignore them.

When the queue is healthy, the agent stays silent, so an alert always means something real.

Held to a quality bar, on every run

Every prioritization is checked against eval test cases written for this exact job before an alert goes out. If a run fails the bar, it never ships.

SLA Watchdog
92959890

Sampling 2% of live runs · 95% passing this week

At-risk tickets are caught before breach
96%
Priority weighs tier, not just time
93%
A healthy queue produces no alert
87%
Every alert carries the deadline
91%

Shaped by your team, not a template

Experts and engineers tune SLA Watchdog 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 customer support agents

How do I reset my password?
Here are the exact steps, from the help center.
Resolved · CSAT 5

Ticket Resolver

Resolves routine tickets, escalates the rest.

SSO login failureOnboardingEngineering

Escalation Manager

Routes hard tickets to the team that owns them.

Reset your password

Knowledge Base Writer

Turns repeated tickets into help-center articles.

Bug reported
  1. 1
    Reproduced the issue
  2. 2
    Checked open issues
  3. Filed · clean repro

Bug Report Triager

Reproduces reports and files clean engineering bugs.

14
Low (1-2)
8
Mid (3)
38
High (4-5)
Fix: slow first reply

CSAT Responder

Recovers low CSAT scores and surfaces the drivers.

Tickets
Chats
Ratings
Volume
Weekly themes

Voice of Customer

Synthesizes the week of tickets into clear themes.

Hi Sam, you’re right that the export failed. Here’s the fix and why it happened.

ZendeskIntercom

Reply Drafter

Drafts on-brand replies for an agent to send.

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 SLA Watchdog 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.