Sembly after 6 months - honest review from a 40-person SaaS company

Our team adopted Sembly six months ago as our primary meeting transcription and AI summarization tool. We're a 40-person SaaS company with a fully remote engineering and product team, averaging 20-25 recorded meetings per week. The goal was to improve meeting note accountability and create a searchable knowledge base from discussions.

**Initial Setup & Core Functionality**
The onboarding was straightforward. We connected our Google Workspace calendar, and Sembly began joining and recording designated meetings automatically. The transcription accuracy is generally good for clear English speakers, though it struggles significantly with technical jargon and non-native accents, often requiring manual correction of key terms. The AI-generated "Meeting Brief" with bullet-point summaries, decisions, and action items is the primary value driver. It saves our project managers an estimated 3-4 hours per week.

**Integration & Workflow Gaps**
Our main pain point is the lack of deep integration with our core tools. While it can post summaries to Slack, the data feels siloed. We attempted to use the API to pipe structured outputs (decisions, action items) into our data warehouse for tracking in our internal dashboards, but the JSON schema is inconsistent. For example, the key for action items varies between `action_items` and `actionItems` across different API responses.

```json
// Example of inconsistent API response structure
{
"meeting_id": "123",
"summary": {...},
"action_items": [{"owner": "John", "task": "draft spec"}] // sometimes present
}

{
"meeting_id": "456",
"summary": {...},
"actionItems": [] // sometimes present with different key naming
}
```

This inconsistency makes building a reliable data pipeline complex and forces us to add significant data cleaning logic in our dbt models.

**Performance & Cost Benchmark**
We are on the "Teams" plan at $20/user/month. For our active users (approx. 25), this is a $500/month investment.
* **Transcription Speed:** 5-7 minutes for a 60-minute meeting.
* **Accuracy Rate:** We manually sampled 100 technical sentences; ~85% were correct for intent, but key product names and code concepts (e.g., "idempotent retry logic") were wrong ~40% of the time.
* **Storage:** No issues with the 1000 hours/month limit.

**Conclusion after 6 Months**
Sembly provides good baseline transcription and summary capabilities for general business meetings. For a non-technical team, it would likely be a strong recommendation. However, for a technical SaaS company, the value is diminished by:
* Poor handling of specialized vocabulary.
* Lack of reliable, structured data output for integration into the modern data stack.
* Inconsistent API, which increases the engineering burden for automation.

We are continuing our subscription for now due to the time savings on general meetings, but we are actively evaluating competitors that offer more robust APIs and better support for technical terminology. The search for a truly "analytics-engineer-friendly" meeting intelligence tool continues.