Skip to content
Product

From Ums to Excellence: How AI Formatting Transforms Raw Transcripts

5 min read
V

Vikram Patel

Head of Product at SyntriMeet

From Ums to Excellence: How AI Formatting Transforms Raw Transcripts

The Problem with Raw Transcripts

You've just recorded an important meeting. You open the transcript and see:

"so um basically what we're thinking is that uh you know the project timeline needs to um be extended because like the client changed their requirements and um yeah so we need to discuss this"

Sound familiar? Raw transcripts are hard to read, harder to share, and nearly impossible to use professionally. The solution? AI-powered formatting.

How SyntriMeet's AI Formatting Works

Our formatting engine runs in three stages:

Stage 1: Filler Word Removal

We automatically detect and remove filler words and phrases:

Common fillers removed:

  • um, uh, er, ah
  • like, you know, basically
  • sort of, kind of, I mean
  • so, well, right, okay (context-aware)

Before:

"So um basically what we're um thinking is that uh you know the project needs to like be extended"

After:

"What we're thinking is that the project needs to be extended"

Our context-aware system knows when "like" is a filler vs. when it's intentional comparison, preserving meaning while cleaning up speech patterns.

Stage 2: Smart Punctuation

Raw speech rarely has natural sentence boundaries. Our AI adds:

  • Periods and commas based on speech patterns
  • Question marks from intonation cues
  • Paragraph breaks for readability
  • Capitalization at sentence starts

Stage 3: Style Adaptation

Choose from five output styles:

Style Best For Example
Professional Business documents Formal language, no contractions
Casual Team notes Conversational, contractions okay
Technical Developer meetings Preserves jargon and terminology
Creative Brainstorming Expressive punctuation, flow
Bullet Points Action items Structured list format

Real-World Examples

Example 1: Meeting Notes

Raw transcript:

"okay so um for the Q1 goals we need to uh increase revenue by like 20 percent and um also improve customer satisfaction scores and uh yeah the third thing is reducing churn rate"

Professional format:

For Q1 goals, we need to:

  1. Increase revenue by 20%
  2. Improve customer satisfaction scores
  3. Reduce churn rate

Example 2: Technical Discussion

Raw transcript:

"so basically the API is returning a 500 error when we uh hit the endpoint with like concurrent requests and um the database connection pool is probably timing out"

Technical format:

The API is returning a 500 error when hitting the endpoint with concurrent requests. The database connection pool is likely timing out.

The Technology Behind It

SyntriMeet uses a dual-provider architecture for reliability:

Primary: Groq Llama

  • Ultra-fast inference (sub-second response)
  • Optimized for real-time formatting
  • Cost-effective at scale

Fallback: OpenAI GPT-3.5

  • Automatic failover if primary is unavailable
  • Different model for edge cases
  • 99.9% uptime guarantee

\

V

Vikram Patel

Head of Product at SyntriMeet

Vikram shapes SyntriMeet's product vision, focusing on building features that genuinely save teams time and improve meeting outcomes across every platform.

Related Articles

Read Never Miss an Action Item Again: AI-Powered Task Extraction
Never Miss an Action Item Again: AI-Powered Task Extraction
Product
9 min read

Never Miss an Action Item Again: AI-Powered Task Extraction

Learn how AI automatically identifies, assigns, and tracks action items from your meetings, ensuring nothing falls through the cracks and every commitment is followed through.

N

Neha Gupta

Read more
Read How to Integrate Your Meeting Notes with Slack and Obsidian
How to Integrate Your Meeting Notes with Slack and Obsidian
Product
9 min read

How to Integrate Your Meeting Notes with Slack and Obsidian

Step-by-step guide to connecting SyntriMeet with Slack for team notifications and Obsidian for personal knowledge management, creating a seamless meeting workflow.

A

Ananya Desai

Read more

Ready to Transform Your Voice Workflow?

Join thousands of professionals who use SyntriMeet to capture every word with privacy and precision.