How transcripts are processed

When a recorded call ends, PipeLance automatically pulls the transcript from your meeting platform and processes it using AI. Within minutes, you have a complete summary, extracted action items, and insights ready to review.

Processing timeline

Transcripts typically appear in PipeLance within 5 to 15 minutes after a call ends. The exact timing depends on a few factors:

• Meeting platform processing: Zoom, Meet, and Teams need time to generate transcripts on their end before PipeLance can access them
• Call duration: Longer calls take more time to transcribe
• Platform load: High-traffic periods on meeting platforms can slow transcript generation

Once the transcript is available from your meeting platform, PipeLance processes it in under a minute. You will see the call appear in your activity feed with a processing indicator, then the full analysis becomes available.

What gets extracted

PipeLance's AI analyzes every transcript and extracts several types of information automatically.

Call summary

A concise summary of what was discussed, including the main topics covered, decisions made, and overall call outcome. Summaries are typically 3 to 5 sentences and designed to give you the gist without reading the full transcript.

Action items

Any commitments, next steps, or follow-ups mentioned during the call. PipeLance identifies who is responsible for each item and any deadlines mentioned. Action items can be converted to tasks with one click.

Sentiment analysis

Overall sentiment of the call (positive, neutral, or negative) along with key moments where sentiment shifted. This helps you understand how the conversation felt, not just what was said.

Objections

Concerns, pushback, or objections raised by the prospect or customer. These are tagged by category (pricing, timing, competition, etc.) so you can track common objections across your deals.

Competitors mentioned

Any competitor names that come up during the call. PipeLance recognizes competitors from your content library and flags when they are discussed, including the context of the mention.

Speaker identification

PipeLance identifies different speakers in the transcript and labels them appropriately. When participants are in your CRM, PipeLance matches them by name or email and shows their contact record alongside their speaking turns.

Speaker identification enables several features:

• Talk time breakdown showing how much each person spoke
• Filtering the transcript to show only specific speakers
• Attributing questions and objections to the right person
• Coaching metrics for your team members

Automatic deal stage updates

Based on call content, PipeLance can automatically suggest or apply deal stage changes. For example:

• A call where pricing is discussed in detail might move a deal to "Negotiation"
• A call where the prospect asks for a proposal might move the deal to "Proposal Sent"
• A call where the prospect mentions wanting to move forward might flag the deal as "Verbal Commit"

You can configure automatic stage updates in your settings, choosing whether PipeLance applies changes automatically or just suggests them for your approval.

Call-to-deal matching

PipeLance matches calls to the appropriate deal in your CRM by looking at:

• Participant email addresses and their associated contacts and companies
• Meeting titles and descriptions
• Calendar event metadata

When a match is found, the call appears on the deal's activity timeline automatically. If PipeLance cannot determine the right deal, it will prompt you to select one or create a new deal from the call.