Product

New updates and improvements to PAM.

Voice & Chat Tools

You can now speak directly to PAM. We've added support for voice messages, enabling faster, more natural input.

We also introduced an AI Prompt Enhance. If you're stuck on how to phrase a request, PAM can now optimize your prompt for better results. Additionally, you can stop PAM's response mid-stream if you need to pivot the conversation.

Voice & Chat Tools - Voice message input and response

Workflow Drafts & Templates

PAM workflow drafts feature showing unsaved changes dialog with options to save draft, discard changes, or close

You will no longer lose your progress when building automations. We've added Drafts, allowing you to save unfinished workflow prompts and return to them later. We also improved the modal behavior to prevent accidental closures. For new users, the sample library now includes highlighted templates and category filtering to help you find the right starting point faster.

Expanded Integrations

We've upgraded our integration architecture to support services requiring complex configurations. This opens the door to a wider range of tools, enabling new connections to services like Telegram and DocuSign.

Improvements

  • AuthAdded support for LinkedIn Sign-in/Sign-up. If you use the same email, your accounts will link automatically.
  • UXRedesigned the sidebar for better navigation and organization.
  • UXAdded a "scroll-down" button to jump to the bottom of long chat threads easily.
  • UXIntroduced a new Suggestions window to help discover capabilities.
  • UXAdded an interactive chat logo for a more responsive visual experience.

The Thoughts Box

The Thoughts Box - PAM's reasoning and logic

We've introduced a new way to see how PAM arrives at her answers. When you send a message, PAM now documents her reasoning and logic inside a dedicated "Thoughts" component. This keeps your main conversation clean by showing only the final response, while letting you peek under the hood when you need to verify her process.

Workflow Samples

Getting started with automation is now easier. You can now browse and create workflows from a library of samples. To ensure a smooth setup, the system will automatically verify that all necessary integrations are connected before deploying the workflow.

Workflow Samples - Browse and create workflows from a library of samples

Centralized Conversation Management

We've launched a new Chats page that provides a single home for every conversation you've had with PAM. The new page includes full-text search, allowing you to quickly locate specific information or past discussions across your entire history.

Memory & Preferences

PAM is now more personalized. By integrating with our new memory system, PAM can learn and utilize your specific preferences over time. This ensures that her responses and actions align with your preferred style and requirements without needing constant reminders.

Improvements

  • BillingImplemented a new Credits system. All messages are now tracked against a credit balance.
  • OnboardingEvery new user now receives 10 free credits upon registration to explore the platform.
  • Credits UIAdded a new modal window where you can monitor your remaining credit balance in real-time.
  • IntegrationsOverhauled the integration flow to make connecting third-party tools simpler and more reliable.

Memory Visualization

Memory Visualization - Knowledge Graph showing connected business data with completion percentages

This update includes an early version of our memory visualization tools. Users can now access a Knowledge Graph to see how data is connected within the system, alongside a new interface dedicated to managing memory-based questions.

Granular Permissions and Faster Chat

Integration Controls

Manage Tools interface showing fine-grained integration permission controls

We have introduced fine-grained controls for integrations. Instead of granting broad access, you can now toggle specific actions on or off directly from the settings menu. For example, you can enable email reading while keeping email sending disabled. We also updated the chat interface to handle restricted actions more gracefully, providing clear prompts if an action requires additional approval.

Chat Improvements

New conversations start faster. We implemented a warm-up mechanism that significantly reduces the latency of the first message. Additionally, conversations now feature automatic, context-aware titles that update in real-time as you type, making it easier to organize and find past threads.

Improvements

  • ChatRefactored context management to ensure more consistent responses.
  • ChatAdded execution time tracking for workflow conversations.
  • IntegrationsAdded a flow to request access to custom Harmix integrations.
  • IntegrationsAdded toast notifications and resend options when an action is restricted.
  • BillingLaunched a Credits System and token metrics to track usage and costs.
  • SidebarRedesigned the workflow execution view for better visibility.
  • ReliabilityUpdated database schemas and added service health monitoring.

Bug Fixes

  • IntegrationsFixed a bug preventing Notion workspace connections.
  • IntegrationsResolved an issue where email drafts failed to display correctly.