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Documentation Index

Fetch the complete documentation index at: https://relevanceai-changelog-migration.mintlify.app/llms.txt

Use this file to discover all available pages before exploring further.

May 13, 2026
MCP access for the Member role

MCP access for the Member role

The Relevance MCP is now available to users with the Member role in RBAC-enabled organizations.The role gate that previously required Editor or above has been lowered to Member for configuring, deleting, and authenticating MCP servers; viewing them is unchanged. Requests run with the user’s own auth, so a Member only sees and operates on Agents they already have access to.See the MCP server documentation.
  • Agent chat Fixed highlights on the Agent chat buttons.
  • MCP Fixed an issue where reconnecting an MCP server lost previously authorized scopes.
  • Triggers Resolved a race where webhook triggers could fire twice if the request landed during a deploy.
  • Tools Reduced cold-start time on the first Tool execution after a deploy.
  • MCP Clearer error messages when an MCP request hits a permission boundary.
  • API Added a cursor query parameter to the Agent list endpoint for stable pagination.
  • CLI New --dry-run flag on the relevance deploy command.
May 1, 2026
3 updates

Confluence Knowledge Sync

Confluence Knowledge SyncConfluence is now available as a source for Knowledge tables.Pages are polled every 5 minutes; changes flow back into the connected table. Same sync model as the existing Google Drive, Notion, and SharePoint integrations.Connect in Knowledge → Add Source → Confluence.

Project-level public Agent controls

Project-level public Agent controlsAdmins can now disable public cloning and embedding at the project level for every Agent, Workforce, and Tool.Toggling these settings off at the project level overrides individual asset settings and prevents users from re-enabling them on specific assets.Manage in Project Settings → Manage Access.

Relevance AI Android app

Relevance AI Android appThe Relevance AI Android app is live on the Google Play Store.Trigger Agents, view runs, and receive push notifications from your phone. Sign in with the same credentials as the web app.Get it on Google Play.
  • Knowledge Fixed a case where large Notion pages were truncated mid-sync.
  • Workforce Resolved a UI flicker when switching between Workforce tabs.
  • Permissions Faster permission checks on projects with large asset counts.
  • Mobile Smoother scroll performance on long Agent run histories.
  • API Added a source_type field to the Knowledge sync webhook payload.
  • Agent chat New keyboard shortcut ⌘/ to focus the message input.
March 13, 2026
3 updates

Agent Performance Observability

Agent Performance ObservabilityProduction monitoring for Agents using LLM judges. Define evaluation criteria (summary quality, hallucination detection, workflow execution), pick a sample rate, and watch scores trend over time. Drill into failed runs to see what went wrong.
  • Sampling: 10%, 50%, or 100% of conversations
  • Dashboard: overall scores, per-evaluator breakdowns, time-series trends
  • Investigation: filter and inspect individual failed runs
Find it under your Agent’s Monitor → Test Suites.
Enterprise plan with eval access. Talk to your Relevance AI rep if you don’t see it.

Pause, cancel, and resume Agent triggers

Pause, cancel, and resume Agent triggersAgent triggers now pause without being deleted — same controls that exist on Workforces. Toggle individual triggers, or pause every trigger on an Agent at once. Paused triggers keep their configuration.Manage from Agent → Triggers.Chat people searchChat now includes people search powered by Exa. Ask Chat to find people by role, location, or skills and it returns profiles with current roles and companies.Example: “Find me product designers in Sydney with SaaS experience.”
March 10, 2026
Org concurrency timeseries
Org concurrency timeseriesThe Analytics dashboard now plots your org’s concurrent operations as a timeseries over the last 7 days, with your plan limit drawn on the chart so you can see how close you’ve been running to the ceiling.
Requires Organization Admin.
March 9, 2026
2 updates

Microsoft Teams integration

Microsoft Teams integrationThe Relevance AI app is live in the Microsoft Teams App Store. Trigger Agents from Teams channels and chats, and receive run results back in the same thread.Install from the Teams App Store and connect your workspace.

Project invitation email tracking

Project invitation email trackingProject invitation emails now show delivery, bounce, and open status — and let you resend invites that bounced or got missed. No more guessing whether a teammate’s invite landed.See it in Project Settings → Pending Invites.
March 6, 2026
Documentation redesign
Documentation redesignThe docs site has been restructured into five tabs instead of one long sidebar:
  • Getting Started — intro, quick start, core concepts, troubleshooting
  • Build with Relevance AI — Agents, Tools, Knowledge, Workforces
  • Integrations — grouped by category (CRM & Sales, Communication, Productivity, Customer Support, Developer)
  • Enterprise — business-critical features and requirements
  • Access & Administration — accounts, projects, billing, security, system limits
Start at relevanceai.com/docs/get-started/introduction.
March 3, 2026
Enterprise analytics: per-user usage
Enterprise analytics: per-user usageThe Analytics dashboard now breaks credit usage down by individual user, with a per-Agent breakdown showing which Agents each user runs most.Find it at Analytics Dashboard → Users.
Requires Admin role and Team plan or higher.
February 24, 2026
Teams calendar trigger
Teams calendar triggerAgents can now be triggered by Microsoft Teams calendar events — meeting start, end, etc. Parity with the existing Google Calendar trigger, so Microsoft 365 teams can wire up the same meeting-prep, follow-up, and summary workflows.Add it from Agent → Triggers → Teams Calendar.
February 20, 2026
PPTX file support in Chat
PPTX file support in Chat.pptx files can be attached in Chat. Agents read the text, images, and slide layouts.For decks with 100+ slides the file may exceed model limits — Gemini and OpenAI models handle the largest decks best.
February 19, 2026
OpenAI GPT Image 1.5
OpenAI GPT Image 1.5gpt-image-1.5 is now available in the Text to image generation step. OpenAI’s latest image model — higher fidelity than the previous version.

Also shipped

  • Bulk Chat deletion — clean up test conversations in one go from the Chat list
February 17, 2026
Enterprise analytics: usage and error tracking
Enterprise analytics: usage and error trackingTwo new dashboards on the project Analytics page:
  • Usage Overview — which Agents, Tools, and Workforces consume the most actions and credits
  • Error Timeline — error counts over time, filterable by Agents / Tools / Workforces, with the underlying error message visible per data point
Find both at project → Analytics.
February 11, 2026
Claude Opus 4.6
Claude Opus 4.6Anthropic’s flagship Opus 4.6 is now available in the model picker.
  • Context window: 1M tokens (both the base entry and the “1M context” entry — the second one exists for pricing reasons, with separate tiers for ≤200K and >200K input)
  • Adaptive thinking: supported by default
  • Image inputs: jpg, jpeg, gif, webp, png
Select Claude Opus 4.6 from the model menu.
February 9, 2026
2 updates

Bulk run editing

Bulk run editingYou can now edit a bulk run after it’s been created — change daily task volume, change time zone, change other parameters in the bulk run modal — instead of cancelling and starting over.Open your Agent, select the active bulk run, and click Edit.

Evals: Agent testing and validation

Evals: Agent testing and validationStructured testing for Agents. Create test suites with multiple scenarios, generate user inputs, and evaluate runs with LLM-based judges against criteria you define. Track scores across test runs so regressions show up.Tool-call simulation (run an Agent through a flow without firing real Tool side effects) is coming next.Find it under your Agent’s Monitor → Test Suites.
Enterprise only — talk to your Relevance AI rep for access.
February 1, 2026
AWS Bedrock Guardrails for BYO Anthropic
AWS Bedrock Guardrails for BYO AnthropicIf you’re running Anthropic models through your own AWS Bedrock account (BYO), Relevance now forwards a guardrail identifier and version on every Bedrock invoke. The actual filters — prompt-injection blocking, PII masking, custom topic restrictions, profanity controls — are configured AWS-side in your Bedrock console; Relevance passes the ARN through.Set the guardrail ID/version in your project’s Anthropic integration settings.Setup guide →
January 22, 2026
OpenTelemetry event streaming
OpenTelemetry event streamingAudit logs and execution traces can now be streamed to a customer-controlled destination in OpenTelemetry format (OTel spans + logs). Plug it into your existing observability stack — Datadog, Honeycomb, Grafana, whatever — and run governance and compliance queries alongside the rest of your telemetry.
Enterprise with RBAC enabled. RBAC is rolling out progressively — talk to your Relevance AI rep if you don’t see it.
January 20, 2026
Workforce trigger controls
Workforce trigger controlsWorkforce triggers now support pause, cancel, and resume — both per-trigger and at the whole-Workforce level. Pause an entire Workforce during maintenance, then resume it without recreating anything.Manage from the Workforce dashboard, or use the Pause all triggers button in the top menu.
January 19, 2026
2 updates

Slack Tool approvals

Slack Tool approvalsApprove or reject pending Tool calls from your Agents directly in Slack, without switching contexts. The notification shows the Tool name and parameters; one click sends the approval back.Enable per Slack trigger: Triggers → ⋯ → Edit trigger → Advanced settings → Tool approval from Slack → Yes.

Plan & Billing page filters

Plan & Billing page filtersThe Plan & Billing page now supports filtering credit usage by date range and by project, with side-by-side comparison and export. Useful for chargeback reporting and spotting which project is driving spend.Profile → Manage organization → Plan and billing.
January 18, 2026
Test Phone Agents in your browser
Test Phone Agents in your browserValidate a Phone Agent’s prompt, voice, and conversation flow from the dashboard without placing a real call. Microphone permission required.On the Phone Agent’s build page, hit Test in Browser under Call Agent.
January 4, 2026
2 updates

Meeting Agent realtime commands

Meeting Agent realtime commandsType a trigger word in the meeting chat and your Meeting Agent acts on it mid-meeting — run a search, pause or resume the recording, build slides, post to Notion or Slack — without breaking the conversation.Build a new Agent, add the Relevance AI Meeting Bot trigger, attach the Tools you want (e.g. Pause Recording, Resume Recording, Google Search, Slide Builder) and define each Tool’s trigger word.

Slide reordering in Slide Builder

Slide reordering in Slide BuilderDrag-and-drop slide reordering in Slide Builder (Chat). Hover a slide thumbnail and drag it to its new position.

Earlier changes

2025

107 updates

2024

17 updates

2023

8 updates