Automatically process Fireflies recap emails into AI-generated summaries and deliver polished emails to recipients.
The AI agent automatically captures Fireflies recap emails, extracts transcripts, and builds a structured summary. It formats decisions, actions, and discussion points, then emails the result to the designated recipient. It logs outcomes and handles errors to ensure reliable delivery.
Executes end-to-end processing from email receipt to final delivery.
Monitor incoming Fireflies recap emails and extract the recap URL and meeting ID.
Fetch the full transcript from Fireflies and parse relevant sections.
Generate a structured summary with decisions, actions, and topics using Gemini.
Format the email body with HTML for consistent rendering across clients.
Deliver the final email to designated recipients via Gmail.
Log results and handle errors with safe data transformations.
This AI agent targets real pain points in post-meeting communication and delivers tangible outcomes. Before: delays waiting for manual recap creation; missed action items due to scattered emails; inconsistent extraction of meeting IDs and links; formatting errors in emails; difficulty scaling to multiple recipients. After: automated intake and processing of Fireflies recaps; accurate extraction of meeting IDs and links; AI-generated structured summaries with decisions and actions; reliable HTML formatting across clients; scalable delivery to multiple recipients and connected tools.
A simple 3-step flow anyone can follow.
Monitors Gmail for new Fireflies recap emails and extracts the recap URL and meeting ID.
Requests the transcript from Fireflies, then uses Gemini to produce a structured summary in JSON.
Converts the AI summary to HTML and sends the email via Gmail to recipients.
A realistic scenario showing timing and outcome.
Scenario: After a 30-minute Fireflies meeting recap arrives at 9:04 AM, the AI agent processes the email, fetches the transcript, generates a structured summary, and emails a polished recap to the team lead within 3 minutes.
Roles that gain faster, clearer post-meeting communication.
Need concise post-meeting summaries to accelerate next steps.
Require consistent handoffs with clear action items for onboarding.
Benefit from reliable meeting records and task ownership.
Want summarized feedback and decisions for backlog grooming.
Need quick, accurate briefs for decision-making.
Require standardized communications across departments.
Tools that power end-to-end automation inside the AI agent.
Triggers on incoming Fireflies recap emails and sends final emails.
Fetches transcripts and meeting data.
Generates AI-based meeting summaries and email content.
Converts Markdown output to HTML for email rendering.
Parses URLs and validates JSON for safe delivery.
Stores copies or updates CRM with summaries as needed.
Practical scenarios that benefit from automated meeting summaries.
Common questions about setup, security, and capabilities.
The agent processes standard Fireflies recap emails that match the configured subject and sender. It can be extended to handle variations, but that may require adjustments to triggering rules. It relies on consistent formatting to extract transcripts accurately. If a receipt is malformed, the agent logs the issue and continues processing subsequent messages.
Yes. You can specify one or more recipients for each summary, and you can add or remove addresses without modifying the core workflow. The agent supports both static recipients and dynamic lists sourced from your CRM or a config file. Changes are applied without downtime once saved in the setup. You can also route copies to a distribution list for wide visibility.
Data is handled with standard security practices: credentials are stored securely and access is restricted by OAuth scopes. Transcripts and summaries are processed through encrypted channels and stored only as long as needed. You maintain control over retention policies and access permissions. In case of a failure, logs provide traceability for auditing and recovery.
The agent can process long transcripts, but performance depends on API limits and task complexity. Multilingual support depends on the AI models selected; you can configure prompts to handle specific languages. For non-supported languages, a preprocessing step may be required. If language detection fails, the system logs the anomaly and continues with supported content.
Supported languages depend on the AI models in use. You can enable language-specific prompts or preprocessing. If a meeting is in an unsupported language, you may receive an alert to switch prompts or route to a human_review queue. The default workflow remains functional for English and many common business languages.
Errors are captured by the workflow with detailed logs and retry logic. If a transient issue occurs (e.g., API timeout), the agent retries after a short delay. If persistent, it surfaces an actionable alert to an admin and preserves partial results for manual review. The system ensures that the final email is not sent until all validation steps pass.
You will need Gmail OAuth2 credentials for triggers and sending, Fireflies API access for transcripts, and API keys for OpenAI/Gemini. Optional: credentials for storage or CRM integrations if you expand the workflow. Credentials are stored securely and accessed only by the AI agent. Basic setup includes configuring filters, recipients, and output formatting preferences.
Automatically process Fireflies recap emails into AI-generated summaries and deliver polished emails to recipients.
