Software Alternatives, Accelerators & Startups

Amazon API Gateway VS Sembly

Compare Amazon API Gateway VS Sembly and see what are their differences

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Amazon API Gateway logo Amazon API Gateway

Create, publish, maintain, monitor, and secure APIs at any scale

Sembly logo Sembly

Sembly is an agentic solution for Professional Services and high-impact teams. It drafts client deliverables, captures meetings, creates notes and summaries, and extracts action items. Works with Microsoft Teams, Google Meet, Zoom, and Webex.
  • Amazon API Gateway Landing page
    Landing page //
    2023-03-12
  • Sembly Meeting Outcomes
    Meeting Outcomes //
    2026-05-22
  • Sembly AI Documents
    AI Documents //
    2026-05-25
  • Sembly Meeting Intelligence
    Meeting Intelligence //
    2026-05-25
  • Sembly Smart Automations
    Smart Automations //
    2026-05-22
  • Sembly Global Trust
    Global Trust //
    2026-05-25

Sembly drafts proposals, project briefs, status reports, and other client documents from meeting content. The platform captures calls in 48 languages, extracts tasks, decisions, and risks, and syncs outputs to 50+ tools.

CLIENT DELIVERABLES

  • AI Documents: Draft proposals, project briefs, status reports, gap analyses, and investment memos.

INSIGHTS & ANALYSIS

  • AI Insights: Identify themes, patterns, and personalized observations across your meeting history.

  • Collections: Group related meetings by client, project, or initiatives.

  • Multi-Meeting AI Chat: Query multiple meetings at once. Generate answers, reports, and documents on demand.

MEETING CAPTURE

  • Transcription: Record meetings with accurate, timestamped transcripts and speaker identification.

  • Meeting Notes & Summaries: Create precise meeting summaries that include key points and next steps.

  • Language Support: Transcribe and analyze meetings in 45+ languages, including mixed-language calls.

TASKS & KEY ITEMS

  • Tasks: Extract action items with owners, descriptions, and deadlines.

  • Key Items: Flag decisions, risks, issues, requirements, and notable events.

CONNECTED TOOLS

  • Native Integrations: Sync meeting notes, tasks, and transcriptions with Salesforce, HubSpot, Notion, Slack, Jira, and 50+ tools.

  • Zapier: Connect Sembly to additional apps through Zapier triggers for meeting notes, tasks, and transcriptions.

  • MCP: Connect Sembly to Claude, ChatGPT, and other AI assistants through Model Context Protocol.

WHY SEMBLY

  • Organizational Intelligence: Revenue risks, team bottlenecks, and patterns across meeting history

  • Revenue Enablement: Automated deliverables, faster deals, client retention, delivery outcomes

  • Enterprise Security: SOC 2 Type II, GDPR, HIPAA, data residency, flexible deployment options, retention policy control

  • Global Reach: 48 supported languages, 10,000+ teams, 2, 000,000 meetings processed and analyzed

Amazon API Gateway

Pricing URL
-
$ Details
-
Platforms
-
Release Date
-

Sembly

Website
sembly.ai
$ Details
free $10 / Monthly
Platforms
Microsoft Teams Zoom Google Webex
Release Date
2019 January
Startup details
Country
United States
State
NY
City
New York
Founder(s)
Gil Makleff, Artem Koren
Employees
20 - 49

Amazon API Gateway features and specs

  • Scalability
    API Gateway automatically scales to handle the number of requests your API receives, ensuring high availability and reliability.
  • Ease of Integration
    Seamlessly integrates with other AWS services like Lambda, DynamoDB, and IAM, enabling a cohesive environment for developing serverless applications.
  • Built-in Security
    Provides features such as IAM roles, API keys, and AWS WAF integration for safeguarding your APIs from potential threats.
  • Monitoring and Logging
    Supports CloudWatch integration for monitoring API requests and responses, helping you maintain observability and troubleshoot issues effectively.
  • Cost-Effective
    You only pay for the requests made to your APIs and the amount of data transferred out, making it a cost-effective solution for many use cases.
  • Caching
    Built-in caching at the API Gateway level can improve performance and reduce latency for frequently accessed data.

Possible disadvantages of Amazon API Gateway

  • Complexity in Configuration
    Setting up and managing API Gateway can be complex, especially for users who are not familiar with AWS services and cloud infrastructure.
  • Cold Start Latency
    When integrated with AWS Lambda, cold starts can introduce latency which can affect the performance of your API.
  • Cost for High Throughput
    While cost-effective for low to moderate usage, the costs can escalate with high throughput and large data transfers.
  • Debugging Issues
    Diagnosis can be complicated due to the multi-tenant nature of the service and the need to dive into multiple AWS logs and services.
  • Limited Customization
    There might be constraints regarding customizations and fine-tuning your APIs compared to self-hosting solutions.
  • Vendor Lock-in
    Dependence on AWS infrastructure can lead to vendor lock-in, making it challenging to migrate to other cloud providers or solutions.

Sembly features and specs

  • AI Documents
  • Multi-Meeting AI Chat
  • Risk Identification
  • Personalized Insights and Recommendations
  • Meeting Transcription & Action Items
  • Note-Taking
  • Collections
  • Meeting Summaries

Analysis of Amazon API Gateway

Overall verdict

  • Amazon API Gateway is considered a good choice for businesses and developers who are looking for a reliable and scalable API management solution, especially if they are already using other AWS services.

Why this product is good

  • Amazon API Gateway is a fully managed service that makes it easy for developers to create, publish, maintain, monitor, and secure APIs at any scale. It is highly scalable, offers robust features like automatic security patches, supports multiple authentication mechanisms, and integrates seamlessly with other AWS services. Additionally, it provides detailed monitoring and logging, which facilitates effective API management.

Recommended for

  • Developers building serverless applications on AWS, particularly with AWS Lambda.
  • Organizations that require secure, scalable, and highly available APIs.
  • Businesses seeking seamless integrations within the AWS ecosystem.
  • Teams that need detailed monitoring, logging, and security features for their APIs.

Amazon API Gateway videos

Building APIs with Amazon API Gateway

More videos:

  • Review - Create API using AWS API Gateway service - Amazon API Gateway p1

Sembly videos

Work Smarter with Sembly AI

More videos:

  • Review - Welcome to Sembly! The smartest AI assistant
  • Tutorial - Ask Your Semblian Tutorial - โ€˜ChatGPTโ€™ for your meetings

Category Popularity

0-100% (relative to Amazon API Gateway and Sembly)
API Tools
100 100%
0% 0
Productivity
0 0%
100% 100
Cloud Computing
100 100%
0% 0
AI
0 0%
100% 100

Questions & Answers

As answered by people managing Amazon API Gateway and Sembly.

How would you describe the primary audience of your product?

Sembly's answer:

Sembly is designed for professionals who run client relationships through meetings and need to create deliverables from those conversations.

The primary audience includes:

  • Consultants and project managers who document client work
  • Agency leads who produce briefs, proposals, and status reports
  • Sales professionals who need discovery summaries and follow-up emails
  • Account managers who track client commitments and decisions
  • Executives who attend many meetings and need structured records

What's the story behind your product?

Sembly's answer:

Sembly AI was founded in early 2019 by executives who have successfully grown companies from small startups to large operating entities that were subsequently sold to bluechip companies. The founders have a combined 40 years of hands-on experience supporting large transformation efforts in Fortune 500 organizations.

Which are the primary technologies used for building your product?

Sembly's answer:

The primary technologies used for building our product are proprietary.

Who are some of the biggest customers of your product?

Sembly's answer:

Sembly's customers include MIGSO-PCUBED, one of the world's largest project management consulting firms, along with PMI, Dr.Reddyโ€™s, and Payroc.

More broadly, Sembly serves:

  • Project Management Offices
  • Marketing and creative agencies
  • IT and technology outsourcing firms
  • HR and recruitment teams
  • Venture capital funds and startups
  • Freelancers and independent professionals

10,000+ professional teams worldwide use Sembly to run client engagements.

What makes your product unique?

Sembly's answer:

While Most AI meeting tools stop at note-taking, Sembly automates the entire post-meeting workflow.

1. Meetings that turn into deliverables Sembly produces proposals, project briefs, status reports, gap analyses, board summaries, and investment memos. Professional teams receive complete client-ready documents after every call.

2. Heavy focus on Professional Services Sembly is built specifically for consultancies, agencies, IT outsourcing firms, PMOs, and venture funds whose work centers on client meetings and deliverables.

3. Intelligence across the entire meeting history Sembly's Multi-Meeting AI Chat works across your full meeting history, surfacing patterns, recurring themes, and observations that no single meeting reveals.

4. Connection with existing stack Sembly connects to Claude, ChatGPT, and other AI assistants through the Model Context Protocol.

Why should a person choose your product over its competitors?

Sembly's answer:

1. Sembly vs. meeting AI Most meeting solutions transcribe meetings and extract action items. Sembly does that and produces the proposals, project briefs, and status reports that teams write after every client call.

2. Sembly vs manual document creation Most Professional Services teams still write proposals, briefs, and reports manually. Sembly can generate professional documents from the meeting content within minutes, saving time and effort.

3. Sembly vs AI assistants Teams that paste transcripts into ChatGPT do it manually, one meeting at a time. Sembly integrates directly with meeting platforms, captures every call, and generates notes, tasks, and deliverables. For teams that want both, Sembly connects to Claude and ChatGPT through the Model Context Protocol.

4. Sembly vs proposal software Proposal tools help teams format and send documents. However, they still require someone to write the content. Sembly generates the proposal content directly from the discovery call, so teams review and send rather than write the first draft themselves.

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Amazon API Gateway and Sembly

Amazon API Gateway Reviews

We have no reviews of Amazon API Gateway yet.
Be the first one to post

Sembly Reviews

The 6 Best AI Meeting Tools
Sembly is an AI assistant that transforms your meeting discussions into searchable text and analyzes your meeting transcript to give intelligent insights. Sembly allows you to extract specific action items, or other highlights, from your transcript.

Social recommendations and mentions

Based on our record, Amazon API Gateway seems to be a lot more popular than Sembly. While we know about 115 links to Amazon API Gateway, we've tracked only 1 mention of Sembly. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Amazon API Gateway mentions (115)

  • Dynamic Looping Comes to AWS SAM
    I can generate multiple API endpoints from a single definition by attaching an Amazon API Gateway event source inside the loop:. - Source: dev.to / 3 months ago
  • AIP-C01 last-minute revision: exam traps, memory hooks, and quick notes
    API Patterns: REST (Amazon API Gateway), GraphQL (AWS AppSync with real-time subscriptions), WebSockets for streaming. - Source: dev.to / 4 months ago
  • Processing long running events on AWS API Gateway
    AWS API Gateway is a managed HTTP/REST service provided by AWS. It provides a relatively simple way to host an API and offers rich functionality when it comes to customizability, security and integration. AWS API Gateway enforces a maximum integration timeout of 29 seconds. For most APIs this is perfectly reasonable. - Source: dev.to / 4 months ago
  • GraphQL Response Streaming with Amazon API Gateway and GraphQL Yoga
    Until recently, GraphQL response streaming with AWS Lambda was only possible using Lambda Function URLs. But AWS now supports response streaming with Amazon API Gateway, and graphql-yoga has added support for this feature. This opens up new possibilities for building responsive GraphQL APIs with the full feature set of API Gateway (custom domains, usage plans, API keys, etc.). - Source: dev.to / 7 months ago
  • Is your monitoring testing strategy chaos?
    Nowadays, many Cloud implementations will make use of serverless architectures, such as AWS Lambdas and API Gateways to implement micro-services, or other similar functionality to deliver business logic without the need to manage servers. - Source: dev.to / 8 months ago
View more

Sembly mentions (1)

  • Fireflies.ai vs Sembly.ai
    Both Sembly and Fireflies look to be really great options for our organization and seem like they would be great for sending meeting summaries and capturing notes for our delivery teams after calls. Source: over 3 years ago

What are some alternatives?

When comparing Amazon API Gateway and Sembly, you can also consider the following products

AWS Lambda - Automatic, event-driven compute service

Fireflies.ai - Record, transcribe and search your calls

Postman - The Collaboration Platform for API Development

Otter.ai - Your AI meeting assistant that takes live notes and generates summaries and other insights using Meeting GenAI.

Apigee - Intelligent and complete API platform

tl;dv - ๐Ÿ“† Add tl;dv to any meeting from any provider ๐ŸŽฅ Capture meeting moments on the fly --> Save everyone's time --> Keep colleagues up to date