The platform for delegating millions of tasks to agents
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.
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 featuresInstructions & identity
System prompt (rich markdown)·Prompt description for parent agents·User-facing usage guide·Auto-title prompt
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
Tools & actions
Tested integration steps·Sub-agents & MCP servers·Sandboxed Python & JavaScript·Per-tool approval rules·Retry & execution limits
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
Autonomy & approval
Autonomy step limits·Ask-approval or terminate on limit·Conditional approval rules·Cost-based pauses·Force retry on error
Triggers & scheduling
Recurring schedules·Webhooks·100s of pre-built events·Custom integration cron triggers·Bulk runs across datasets·Call via API
Channels & sharing
Voice agents·Embeddable widgets & chat bubble·Public & marketplace listing·Shareable links·Welcome & starter messages·Suggested replies
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
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 integrationsThe 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.
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.
Calls get rejected, runs fail silently — you build and run the queue yourself.
Experts and engineers build together
Take advantage of every model
Researches inbound leads, enriches contact data from LinkedIn and Apollo, scores them against ICP criteria, and drafts personalised outreach sequences in HubSpot.

"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
"The key for us was how we can modularize industry knowledge and the best playbooks, and apply it."
Allen Roh
Senior Marketing Manager, Autodesk
"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
"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


