Product

Chat Workflows, File Parsing, and Personal Instructions

File Parsing

Pam now reads and processes file attachments, such as PDFs and text documents, immediately upon upload. The content is instantly available to the assistant without any extra processing steps.

Thinking Process

You can now also stop a streaming response midway to pivot the conversation without waiting. To provide better visibility into Pam's logic, the thinking process is now displayed in a draggable sidebar panel, and this thinking history is preserved when you leave and return to a session.

Chat-Driven Workflows

You can now build, view, and manage workflows entirely through chat messages. For active workflow runs, you can inspect workflow details and adjust configurations directly within the conversation interface, eliminating the need to navigate to a separate dashboard.

Personalization and Context

You can now set personal instructions in your profile to customize Pam's default communication style. Additionally, Pam automatically captures your local timezone at login to ensure all time-sensitive context and scheduling are perfectly aligned with your location.

Meeting Memory, Autonomous Workflows, and Dynamic Sync

This update allows Pam to extract high-fidelity knowledge from your meetings, ensures complex workflows are completed without manual intervention, and keeps your connected documents synced.

Meeting Transcripts as Memory

Pam now ingests meeting transcripts directly into its memory system. To ensure accurate recall, transcripts go through a two-pass extraction. First, a general read captures the broad context. Second, a meeting-specific lens (e.g., standup, customer call, planning) extracts relevant decisions, facts, and action items.

Autonomous Workflow Completion

You no longer need to manually re-trigger stalled automations. If a workflow stops before completing all planned steps, Pam will automatically continue the sequence by running up to three continuation rounds until the full task list is executed.

Dynamic Memory Sync & Adaptive Learning

Memory now updates incrementally. If you edit a connected Google Drive file, Notion page, or past conversation, Pam detects the change and re-processes only the updated content, bypassing the need for a full system re-sync.

Additionally, Pam's self-reflection system now uses an adaptive algorithm to select only the most relevant lessons learned before generating a response, thereby drastically reducing noise and improving accuracy.

Advanced Meeting Capture and 10x Faster Transcripts

This update brings a more powerful Notetaker with fallback summaries, instant transcript loading, and smarter self-improvement architecture.

Advanced Meeting Capture

We have upgraded the Notetaker to ensure you never lose meeting context. If the bot is rejected or fails to join a call, Pam now automatically generates a fallback summary. You also have finer control over attendance: you can toggle the Notetaker on or off for specific recurring events, manually deploy it to past or ad hoc meetings, or invite it by simply pasting a meeting link, no calendar integration required.

The meeting detail view has also been updated to include a dedicated transcript tab and direct video downloads.

10x Faster Transcripts

Transcript access is now instantaneous. We optimized the loading infrastructure so that large transcripts, which previously took up to 32 seconds to process, now load in under a second. You can also download transcripts directly to your local drive from the meeting detail view.

Contextual Self-Improvement

Pam's self-improvement architecture has been overhauled. The system now learns from the complete context of your conversations rather than isolated prompts, resulting in more accurate and highly relevant responses over time.

Smarter Memory, Slack Integration & Advanced Notetaker

This update brings a more intelligent memory system, a new Slack integration, faster answers through smart retrieval, and a significantly more powerful Notetaker.

Smarter Memory & Slack Integration

Pam's memory system now processes information more intelligently. We introduced a conflict resolution flow that deduplicates information and focuses exclusively on newly discovered facts, preventing redundant processing.

You can also now connect Slack as a new memory source, allowing Pam to learn from your team's conversations and apply that context to future tasks.

Smart Retrieval & Faster Answers

Pam now analyzes your prompt to determine if a deep knowledge tree retrieval is necessary before generating an answer. If a query can be answered directly without searching your connected data, it bypasses the retrieval step, resulting in significantly faster response times.

We also laid the groundwork for feature flags, allowing us to roll out capabilities like this more seamlessly.

Advanced Notetaker Capabilities

The Notetaker now generates high-quality meeting summaries.

You gain more control over your meetings by manually inviting the bot via a meeting URL.

File Uploads, Multi-Account Integrations, and a Better Notetaker

This update brings full file support to your conversations, unlocks multi-account management for integrations, and significantly improves how Pam organizes your meetings.

File Support in Chat

You can now share and collaborate on documents directly within Pam. We added drag-and-drop file support to the chat interface, allowing you to upload up to 5 files (up to 20MB each) per message.

To keep your workflow seamless, we also built native viewers directly into the chat. You can now view large images, read PDFs, and inspect text documents without leaving the conversation. All files are securely stored in your chat history for easy access and downloading later.

Multi-Account Integrations

Managing multiple storefronts or social profiles is now much easier. You can now connect multiple accounts to a single integration — such as linking several Shopify stores or multiple Instagram profiles.

A new dedicated "Accounts" block lets you view all connected profiles, set a default account for Pam to use, and unlink individual accounts as needed. Alongside this update, we are also rolling out new integrations for Instagram, Facebook, TikTok, Shopify, and WhatsApp.

Notetaker Upgrades

We redesigned the Notetaker experience to give you better visibility into your schedule. You can now connect multiple Google Calendar accounts and filter your meetings by specific calendars. The interface also now logically groups your events, splitting them into "Upcoming" and "Past" meetings to make browsing your schedule much faster.

Voice & Chat Tools

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.

Workflow Drafts & Templates

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.

The Thoughts Box

The Thoughts Box

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.

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.

Memory Visualization

Memory Visualization

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.

Integration 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.