The platform for delegating millions of tasks to agents

Approvals796Escalated31Errors12All tasks26,250
Mar 1Apr 6May 12Jun 17
Task nameRun byModelStatusCostDate created
Score inbound leadInbound SDRGPT-5.5Running$0.9Jun 18, 3:01 PM
Enrich account in CRMInbound SDRClaude Sonnet 4.6?Pending approval$0.6Jun 18, 2:48 PM
Draft follow-up emailInbound SDRGemini 3.5 FlashQueued$0.2Jun 18, 1:09 PM
Triage support ticketSupport TriageClaude Haiku 4.5Running$0.2Jun 18, 12:55 PM
Summarize sales callMeeting NotetakerClaude Sonnet 4.6Done$1.3Jun 18, 11:30 AM
Research prospectAccount ResearcherGemini 3.1 ProQueued$2.1Jun 18, 10:12 AM
Update deal stagePipeline ManagerGPT-5.4 Mini?Pending approval$0.3Jun 17, 4:40 PM
Build QBR deckSales EnablementClaude Opus 4.8Done$4.8Jun 17, 2:03 PM
Flag at-risk accountCustomer SuccessGPT-5.5Queued$1.1Jun 17, 9:27 AM
Reply to RFP questionPipeline ManagerClaude Sonnet 4.6Running$1.6Jun 16, 5:11 PM
Sync Notion doc to KBKnowledge OpsGPT-5.4 MiniDone$0.2Jun 16, 1:00 PM
Book a meetingMeeting NotetakerGemini 3 FlashQueued$0.3Jun 16, 10:42 AM
OpenAIClaudeGemini

Building agents is the easy part...How do you put them to real work?

How do you trigger agents at the right time, with the right data and tools?

How do you orchestrate specialist agents to reliably complete tasks?

How do you evaluate, monitor and improve agent quality at enterprise scale?

How do you give agents secure, governed access to your systems?

The agent infrastructure for enterprise

Relevance provides you everything you need to scale agents for enterprise. Your team should focus on building good agents, not infrastructure.

Triggers and actions
Triggers & signals
New Salesforce record
HubSpot deal updated
Inbound email
New support ticket
Calendar event
Webhook
Actions
Save to Notion
Write to Sheets
Post to Slack
Create Jira issue
Update Airtable
1,000+ apps
Salesforce record
Deal updated
Inbound email
Support ticket
Calendar event
Webhook
Save to Notion
Write to Sheets
Post to Slack
Create issue
Update Airtable
1,000+ apps
Brokered auth
Central OAuth · API keys · secrets vaulted
Evals
Score every run · catch drift · prevent regression
98%94%91%41%
Observability & logging
Detailed traces · metrics · logs
Context & structured data
Hybrid RAG · reranking · knowledge tables
ranked context
Queue & scheduling
Configurable · rate-aware · priorities
1,240 queued · 48 running
Durable execution
Checkpoints · retries · idempotent
resumed from checkpoint
Version history
Snapshots · diffs · one-click rollback
v18v17v16
Human oversight
Approvals · escalation
3 pendingApproveReject

100s of features needed to specialize and optimize agents

We've worked for years with enterprise to deploy agents and we know all of the things you need to be successful.

View all features
01

Instructions & identity

System prompt (rich markdown)·Prompt description for parent agents·User-facing usage guide·Auto-title prompt

02

Models

Any major provider + bring-your-own·Fallback model on failure·Temperature & max output tokens·Reasoning & thinking modes·Strict & parallel tool calling·Switch model after N tokens

03

Tools & actions

Tested integration steps·Sub-agents & MCP servers·Sandboxed Python & JavaScript·Per-tool approval rules·Retry & execution limits

04

Knowledge & memory

Long-term memory (project and user)·Compaction & observational memory·Hybrid RAG with reranking·Automatic syncing with key data sources·Custom metadata filled by agents

05

Autonomy & approval

Autonomy step limits·Ask-approval or terminate on limit·Conditional approval rules·Cost-based pauses·Force retry on error

06

Triggers & scheduling

Recurring schedules·Webhooks·100s of pre-built events·Custom integration cron triggers·Bulk runs across datasets·Call via API

07

Channels & sharing

Voice agents·Embeddable widgets & chat bubble·Public & marketplace listing·Shareable links·Welcome & starter messages·Suggested replies

08

Oversight & quality

Email & Slack escalations·Condition to action alerts·External message relay·PII data masking·Pre-publish eval sets & thresholds·Draft, active & pinned versions·Production sampling & alerts

09

Multi-agent orchestration

Node-and-edge graphs·Agent, tool & condition nodes·Handoffs & sub-agent calls·Parallel & branching runs·Visual drag & drop builder

Connect to 1,000+ apps

Browse all integrations
HubSpot
Salesforce
Slack
Gmail
Google Sheets
LinkedIn
Apollo
Notion
Gong
Microsoft
BuiltWith
Freshdesk
Databricks
Salesloft
Snowflake
SendGrid
Twilio
Webflow
WhatsApp
PostHog
Airtable
Active Campaign
ahrefs
Github
Confluence
Canva
Intercom
Google Drive
Circle
Zendesk

The hard parts of governance, already built

Monitoring dashboards

Real-time visibility into every agent’s activity, performance, and cost.

RBAC

Role-based access controls for your team and your agents. Control who can build, edit, and deploy.

Data residency

Multi-region deployment ensures your data stays within your required geography.

Version control

Full version history on every agent. Roll back to any previous state instantly.

Audit logs

Every action, every decision, every tool call — fully logged and exportable.

Human-in-the-loop

Set approval gates on any action. Agents escalate when confidence is low.

SSO / SAML

Enterprise single sign-on with SAML 2.0. Centralize identity and access management.

PII masking

Automatically detect and redact personally identifiable information before it reaches the model.

OTEL & Delta Share

Export telemetry via OpenTelemetry and share data through Delta Sharing for full observability.

SOC 2 Type IIGDPRSSO / SAML

Triggers that can run your business

Start an agent from a schedule, an event in your apps, a webhook, or a custom signal. Then, when a thousand tasks land at once, a managed queue paces the work so nothing downstream falls over.

Schedule
Every week, day or hour
Your apps
Events from connected apps
Webhook or API
Trigger agents from anywhere
Custom signals
Build custom data signals
Every weekday, 9:00amSchedule
New Salesforce leadYour apps
order.createdWebhook
Enrichment completeSignal
HubSpot deal updatedYour apps
payment.failedWebhook
Inbound support emailYour apps
CSV row importedSignal
Every weekday, 9:00amSchedule
New Salesforce leadYour apps
order.createdWebhook
Enrichment completeSignal
HubSpot deal updatedYour apps
payment.failedWebhook
Inbound support emailYour apps
CSV row importedSignal
Without Relevance
Rate limit

Calls get rejected, runs fail silently — you build and run the queue yourself.

Relevance
Managed queue
Queue / brokerWorkers + autoscaleConcurrency capsRetries + backoffDead-letter queueWork-hours pacing

Experts and engineers build together

Build me an agent to triage inbound support tickets.
Found your Support FAQ table — connecting it as knowledge and adding a draft-reply tool.
Wrote 24 evals based on your past tickets with high CSAT.
Ticket TriagerSearch FAQ · Draft reply · Grant refund
Published
Testing with sample tasks — 24/24 evals passed…
Never grant a refund without my approval.
Added Ask approval to the Grant refund tool, and added an eval.
Re-running evals — 25/25 passed…
What can we help you with?
Ask
>Turn each skill in .claude/skills into a Relevance agent with the right tools and knowledge.
List(.claude/skills)
Listed 3 skills (ctrl+r to expand)
Found triage, refund and escalation skills. Shipping each as a Relevance agent with the matching tools and knowledge.
relevance - create_agent("Ticket Triager")
Created agent · 3 tools attached
relevance - link_knowledge("Support FAQ")
Linked 1,204 rows as knowledge
relevance - create_agent("Refund Handler", "Escalation Router")
Created 2 agents · handoffs wired
Running evals… (18s · 72/72 passed · esc to interrupt)
>
▶▶auto-accept edits on (shift+tab to cycle)

Take advantage of every model

BDR Agent
Active

Researches inbound leads, enriches contact data from LinkedIn and Apollo, scores them against ICP criteria, and drafts personalised outreach sequences in HubSpot.

Connected apps
Language model
Latest Claude SonnetAnthropic
BDR Agent — model evaluationper 1k runs
Model
Eval scoreEval
Cost
Claude Opus 4.7Claude Opus 4.7
Claude Sonnet 4.6Claude Sonnet 4.6
Claude Haiku 4.5Claude Haiku 4.5
Gemini 3.1 ProGemini 3.1 Pro
Gemini 3 FlashGemini 3 Flash
GPT-5.5GPT-5.5
GPT-5.4 MiniGPT-5.4 Mini
Gemini 3.1 Pro recommended — best eval score per dollar
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