Last updated October 30th 2024

Alloy vs Ampersand for Deep Integration Infrastructure (DII) in 2025

Alloy and Ampersand are sometimes compared for numerous use cases in Deep Integration Infrastructure (DII). We have a detailed features table below. You can also customize your requirements and get expert ratings comparing these two solutions against hundreds of data points across Scalability, Mapping, Security, Use Cases, Service, Pricing, Embedding, Observability, Integration, Customization, Compliance and Developer Experience.

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Alloy logo

Alloy

Alloy Automation offers a specialized integration platform for e-commerce businesses, focusing on no-code workflows that allow business users to connect systems like Shopify, BigCommerce, and others. It enables brands to automate operations without developer input, delivering pre-built integrations tailored for the e-commerce ecosystem. The user-friendly interface and specific use-case focus make Alloy Automation particularly appealing for online stores looking to automate repetitive tasks and scale their operations.

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Ampersand logo

Ampersand

Ampersand provides a developer-centric platform designed to facilitate the creation of native, bi-directional product integrations with customers' CRM and Go-To-Market (GTM) applications. By offering a declarative framework, Ampersand enables developers to define integration requirements that are composable, version-controllable, and fit seamlessly into existing CI/CD workflows. Ampersand's architecture handles complex integration scenarios, including custom objects and fields, managed authentication, and field mapping, ensuring robust and scalable solutions.

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Feature Comparison

Customize these feature priorities in Taloflow and get expert ratings for your exact use case.

Feature Dimensions Description Alloy Ampersand
Annual Billing Option
  • Pricing
Offer annual billing cycles for predictable yearly costs. Great Good
Custom Pricing
  • Pricing
Tailor pricing to meet unique customer needs or use cases. Great Good
Enterprise Discounts
  • Pricing
Offer volume discounts for large enterprise customers. Good NA
Flexible Cancellation Policy
  • Pricing
Allow customers to cancel services with minimal restrictions. NA Good
Free Trial
  • Pricing
Offer a trial period for customers to evaluate the integration features. Great Great
Freemium Model
  • Pricing
Provide a free version with limited features as an entry point. OK Great
Long-term Contract Price Lock
  • Pricing
Guarantee stable pricing over extended contract periods. OK Poor
Monthly Billing Option
  • Pricing
Provide monthly billing flexibility for customers. Great NA
Pay-As-You-Go
  • Pricing
Flexible billing based on usage rather than fixed subscription. Great Poor
Tiered Pricing
  • Pricing
Offer pricing based on feature levels or usage tiers. Good Good
Transparent Pricing
  • Pricing
Clearly display and communicate pricing structures and fees. OK Great
Usage-Based Billing
  • Pricing
Charge customers based on their actual usage of the integration services. Great Great
Volume Discounts
  • Pricing
Discounts based on high usage or large data volumes. OK Poor
API Quota Management
  • Scalability
Monitor and control API usage limits for optimized performance. OK Good
Backfills
  • Scalability
Automatically retrieve historical data to fill gaps in records. OK UNKNOWN
Customer Dashboards
  • Scalability
Provide customers with insights and metrics via customizable dashboards. OK UNKNOWN
Dropped Event Detection
  • Scalability
  • Developer Experience
Detect and recover from missed events to ensure data consistency. Poor OK
Dynamic Load Distribution
  • Scalability
Balance workload dynamically across servers for improved performance. OK Good
Error Handling
  • Scalability
  • Developer Experience
Identify, log, and address errors automatically for reliable operation. OK Good
Event Trigger Polling
  • Scalability
  • Developer Experience
Continuously check for specific events to trigger desired actions. OK Good
Intelligent Batching
  • Scalability
Optimize data transfer by grouping items in batches for efficiency. Poor Good
Low Latency
  • Scalability
Ensure minimal delays in data transmission for real-time applications. Poor OK
Multi-Region Support
  • Scalability
Deploy integrations across multiple regions for global availability. OK UNKNOWN
Pagination
  • Scalability
Organize large data sets into manageable pages for easy processing. OK OK
Rate Limits
  • Scalability
Set thresholds on API calls to prevent system overloads. OK Good
Real-time Sync
  • Scalability
Enable instant data synchronization across applications and services. Good Good
Resource Tagging
  • Scalability
Label resources for easier organization, tracking, and management. NA UNKNOWN
Temporary Data Caches
  • Scalability
Store data temporarily to speed up repeated access requests. Poor OK
Tenant-Specific Sync Schedules
  • Scalability
Customize sync schedules for individual tenants or clients. Good Good
Workflow Reruns
  • Scalability
  • Developer Experience
Re-run workflows automatically if errors occur, ensuring completion. OK Good
Zero Downtime Deployments
  • Scalability
Update systems without disrupting ongoing operations or syncs. OK Good
Proxy Actions
  • Use Cases
Perform actions on behalf of users securely via proxy configurations. NA Good
Subscribe Actions
  • Use Cases
Allow users to subscribe to specific events or updates in real-time. NA Great
Suitable for RAG
  • Use Cases
Supports Retrieval-Augmented Generation workflows for enhanced data use. UNKNOWN Good
API Documentation
  • Developer Experience
Detailed API references for developers to build and maintain integrations. OK Good
Automated Code Generation
  • Developer Experience
Generate code snippets automatically based on integration requirements. Poor NA
Code Samples and Snippets
  • Developer Experience
Pre-written code examples to accelerate integration development. OK Good
Composable UI Components
  • Developer Experience
Use modular UI components to design customized user experiences. NA Good
Declarative SDK
  • Developer Experience
Build integrations declaratively, reducing coding complexity. OK Great
Developer Portal
  • Developer Experience
Centralized portal for developers with tools, documentation, and resources. OK Great
Low-Code Integration Builder
  • Developer Experience
Develop integrations with minimal coding using a visual builder. Good Poor
Pre-built Connectors
  • Developer Experience
Access a library of ready-to-use connectors for common applications. Good Good
React UI Library
  • Embedding
  • Developer Experience
Ready-made React components to streamline UI development. NA Great
Release Environments
  • Developer Experience
Test integrations in isolated environments before full release. Poor Good
Release Management
  • Developer Experience
Streamline deployment and updates for integrations in production. Poor Good
Resource Libraries
  • Developer Experience
Curated libraries of resources for fast integration setup. OK Good
Retry Logic
  • Developer Experience
Automatically retry failed operations for reliable data syncs. Good Good
Single Spec Compatible
  • Developer Experience
Unified API specification to simplify multi-system integrations. Poor Good
Version Control
  • Developer Experience
Track and manage changes across different versions of integrations. Poor Great
Webhooks
  • Developer Experience
Trigger external actions based on real-time events for integrations. Great Great
White-Label Authentication
  • Embedding
  • Customization
Offer branded authentication options for seamless user experiences. Poor Great
Audit Trail
  • Security
  • Compliance
Track user actions and system changes for security and accountability. OK Good
CCPA
  • Compliance
Regulation on data protection and privacy of the data tied to residents of California. Great UNKNOWN
Compliance Documentation
  • Compliance
Access comprehensive documentation for regulatory and compliance standards. Good Good
Data Residency Options
  • Compliance
Configure data storage locations to meet compliance needs by region. Good UNKNOWN
GDPR
  • Compliance
Regulation on data protection and privacy of the data tied to citizens and residents of EU countries. Great UNKNOWN
HIPAA
  • Compliance
Demonstrates security and compliance with standards of the healthcare industry. Great NA
ISO 27001
  • Compliance
Standard for information security management systems. Great NA
PCI DSS
  • Compliance
Standard that ensures security guidelines are met for all entities that store, process, or transmit cardholder data and/or sensitive authentication data. NA NA
SOC 2
  • Compliance
Standard promoted by the American Institute of CPAs that ensures the integrity and privacy of customer data. Great Great
Sync History
  • Observability
  • Compliance
View detailed records of synchronization events for data tracking. OK OK
Auth0 Identity Tokens
  • Security
Leverage Auth0 tokens for secure, third-party identity management. Poor Good
DDOS Protection
  • Security
Defend against Distributed Denial of Service attacks for system resilience. OK OK
Data Integrity Checks
  • Security
Verify data consistency and accuracy through automated integrity checks. OK NA
Encryption At Rest
  • Security
Protect stored data with encryption, ensuring confidentiality. Good Good
Encryption In Transit
  • Security
Secure data during transfer to prevent unauthorized access. Good Good
Firebase Identity Tokens
  • Security
Use Firebase tokens to authenticate and manage user identities. NA Great
IP Whitelisting
  • Security
Allow access only from approved IP addresses for enhanced security. OK Good
Managed Authentication
  • Security
Centrally manage user authentication processes for seamless access. Good Good
Multi-Factor Authentication (MFA)
  • Security
Add a layer of security by requiring multiple authentication methods. Good Good
Rate Limiting and Throttling
  • Security
Control traffic and usage levels to prevent system overloads. Good Good
Regular Vulnerability Scanning
  • Security
Conduct periodic scans to identify and address security risks. Good UNKNOWN
Role-based Access Control (RBAC)
  • Security
Implement Role-Based Access Control to manage permissions and roles. Good Good
Single Sign-On (SSO)
  • Security
Simplify user access with one-click authentication across platforms. Good Good
User Activity Logging
  • Security
Track user actions for audit, analysis, and security purposes. Good Good
API Calls Log
  • Observability
Access logs of API requests and responses for audit and troubleshooting. OK Good
Customizable Alerts
  • Observability
Set up alerts tailored to specific events and error thresholds. OK Good
Customizable Monitoring Templates
  • Observability
Tailor monitoring settings to fit diverse use cases and environments. OK OK
Log Aggregation
  • Observability
Centralized log collection for streamlined issue analysis. Poor Good
Real-time Error Monitoring
  • Observability
Monitor integration errors in real-time to quickly address issues. Good Good
Schema Drift Detection
  • Observability
Detect and respond to schema changes in connected applications. OK UNKNOWN
Sync Failure Detection
  • Observability
Identify and respond to failed sync events to maintain data accuracy. Good Good
Third-Party Monitoring Integration
  • Observability
Connect with external monitoring tools for comprehensive oversight. Poor Good
Custom Business Logic
  • Customization
Define specific business rules to adapt to various operational requirements. OK Good
Custom Data Transformations
  • Customization
Modify and shape data to fit unique workflows and business logic. Good Great
Custom Objects
  • Mapping
  • Customization
Create unique data objects tailored to specific business needs. Great Good
Custom Workflows
  • Customization
Build tailored workflows to automate complex processes efficiently. Good NA
Extensible Plugins and Extensions
  • Customization
Enhance functionality with additional plug-ins and custom extensions. OK Good
Acuity Scheduling
  • Integration
Support available to integrate with Acuity Scheduling via pre-built connector. Great Good
Aha!
  • Integration
Support available to integrate with Aha! via pre-built connector. Poor Good
Aircall
  • Integration
Support available to integrate with Aircall via pre-built connector. Great Good
Amplitude
  • Integration
Support available to integrate with Amplitude via pre-built connector. Poor Good
Anthropic
  • Integration
Support available to integrate with Anthropic via pre-built connector. OK Good
Apollo.io
  • Integration
Support available to integrate with Apollo.io via pre-built connector. OK Great
Asana
  • Integration
Support available to integrate with Asana via pre-built connector. Great Good
Atlassian
  • Integration
Support available to integrate with Atlassian via pre-built connector. OK OK
Atlassian JIRA
  • Integration
Integrated JIRA support for streamlined issue tracking. Great Great
Attio
  • Integration
Support available to integrate with Attio via pre-built connector. Poor Good
Aweber
  • Integration
Support available to integrate with Aweber via pre-built connector. OK Good
Bandwidth
  • Integration
Support available to integrate with Bandwidth via pre-built connector. OK OK
BigCommerce
  • Integration
Support available to integrate with BigCommerce via pre-built connector. Great OK
Bird
  • Integration
Support available to integrate with Bird via pre-built connector. OK Good
Blueshift
  • Integration
Support available to integrate with Blueshift via pre-built connector. OK Good
Box
  • Integration
Support available to integrate with Box via pre-built connector. OK Good
Braintree
  • Integration
Support available to integrate with Braintree via pre-built connector. OK Good
Brevo
  • Integration
Support available to integrate with Brevo via pre-built connector. OK Good
Bynder
  • Integration
Support available to integrate with Bynder via pre-built connector. Poor Good
Calendly
  • Integration
Support available to integrate with Calendly via pre-built connector. Great Good
CallRail
  • Integration
Support available to integrate with CallRail via pre-built connector. OK Good
Campaign Monitor
  • Integration
Support available to integrate with Campaign Monitor via pre-built connector. OK Good
Capsule
  • Integration
Support available to integrate with Capsule via pre-built connector. Poor Good
ChartMogul
  • Integration
Support available to integrate with ChartMogul via pre-built connector. OK Good
Chili Piper
  • Integration
Support available to integrate with Chili Piper via pre-built connector. OK OK
Clari
  • Integration
Support available to integrate with Clari via pre-built connector. Poor Good
ClickUp
  • Integration
Support available to integrate with ClickUp via pre-built connector. OK Good
Close
  • Integration
Support available to integrate with Close via pre-built connector. OK Good
Coda
  • Integration
Support available to integrate with Coda via pre-built connector. Poor Good
Confluence
  • Integration
Support available to integrate with Confluence via pre-built connector. OK OK
Constant Contact
  • Integration
Support available to integrate with Constant Contact via pre-built connector. OK Good
Copper
  • Integration
Support available to integrate with Copper via pre-built connector. Great Good
Crunchbase
  • Integration
Support available to integrate with Crunchbase via pre-built connector. Poor Good
Customer.io
  • Integration
Support available to integrate with Customer.io via pre-built connector. Great Good
Discord
  • Integration
Support available to integrate with Discord via pre-built connector. OK Good
Dixa
  • Integration
Support available to integrate with Dixa via pre-built connector. OK Good
Docusign
  • Integration
Support available to integrate with Docusign via pre-built connector. Great Good
Domo
  • Integration
Support available to integrate with Domo via pre-built connector. OK Good
Drift
  • Integration
Support available to integrate with Drift via pre-built connector. OK Good
Dropbox
  • Integration
Support available to integrate with Dropbox via pre-built connector. Great Good
Dropbox Sign
  • Integration
Support available to integrate with Dropbox Sign via pre-built connector. Good Good
Facebook
  • Integration
Support available to integrate with Facebook via pre-built connector. OK Good
Facebook Ads
  • Integration
Support available to integrate with Facebook Ads via pre-built connector. Great Good
Figma
  • Integration
Support available to integrate with Figma via pre-built connector. Poor Good
Formstack
  • Integration
Support available to integrate with Formstack via pre-built connector. OK Good
Front
  • Integration
Support available to integrate with Front via pre-built connector. OK Good
G2
  • Integration
Support available to integrate with G2 via pre-built connector. Poor Good
Geckoboard
  • Integration
Support available to integrate with Geckoboard via pre-built connector. OK Good
GetResponse
  • Integration
Support available to integrate with GetResponse via pre-built connector. OK Good
GitHub
  • Integration
Support available to integrate with GitHub via pre-built connector. Poor Good
Gong
  • Integration
Support available to integrate with Gong via pre-built connector. Poor Good
Google
  • Integration
Support available to integrate with Google via pre-built connector. Great Good
Gorgias
  • Integration
Support available to integrate with Gorgias via pre-built connector. Great Good
Guru
  • Integration
Support available to integrate with Guru via pre-built connector. OK Good
Heap
  • Integration
Support available to integrate with Heap via pre-built connector. Great OK
HelpScout
  • Integration
Support available to integrate with HelpScout via pre-built connector. Poor Good
Hive
  • Integration
Support available to integrate with Hive via pre-built connector. OK Good
Hubspot
  • Integration
Support available to integrate with Hubspot via pre-built connector. Great Great
Hunter.io
  • Integration
Support available to integrate with Hunter.io via pre-built connector. Great Good
Insightly
  • Integration
Support available to integrate with Insightly via pre-built connector. OK Good
Instantly
  • Integration
Support available to integrate with Instantly via pre-built connector. OK Great
Intercom
  • Integration
Support available to integrate with Intercom via pre-built connector. Great Great
Ironclad
  • Integration
Support available to integrate with Ironclad via pre-built connector. Poor Good
Iterable
  • Integration
Support available to integrate with Iterable via pre-built connector. OK Good
Jira
  • Integration
Support available to integrate with Jira via pre-built connector. Great Good
Jotform
  • Integration
Support available to integrate with Jotform via pre-built connector. OK Good
Keap
  • Integration
Support available to integrate with Keap via pre-built connector. OK Good
LinkedIn Ads
  • Integration
Support available to integrate with LinkedIn Ads via pre-built connector. Good Good
MS Dynamics 365 Sales
  • Integration
Support available to integrate with MS Dynamics 365 Sales via pre-built connector. OK Great
MS Dynamics Business Central
  • Integration
Support available to integrate with MS Dynamics Business Central via pre-built connector. Great Great
MS Dynamics Customer Service
  • Integration
Support available to integrate with MS Dynamics Customer Service via pre-built connector. Great Great
Magento
  • Integration
Support available to integrate with Magento via pre-built connector. Great OK
Mailgun
  • Integration
Support available to integrate with Mailgun via pre-built connector. Great Good
Marketo
  • Integration
Pre-built connectors for Marketo, enabling easy marketing data integrations. Great Great
Microsoft
  • Integration
Support available to integrate with Microsoft via pre-built connector. Good Good
Microsoft Office 365
  • Integration
Support available to integrate with Microsoft Office 365 via pre-built connector. Poor OK
Miro
  • Integration
Support available to integrate with Miro via pre-built connector. OK Good
MixMax
  • Integration
Support available to integrate with MixMax via pre-built connector. Poor Good
Mixpanel
  • Integration
Support available to integrate with Mixpanel via pre-built connector. Great OK
Mural
  • Integration
Support available to integrate with Mural via pre-built connector. Poor Good
Notion
  • Integration
Support available to integrate with Notion via pre-built connector. OK Good
Nutshell
  • Integration
Support available to integrate with Nutshell via pre-built connector. OK Good
Outreach
  • Integration
Support available to integrate with Outreach via pre-built connector. OK Great
Paddle
  • Integration
Support available to integrate with Paddle via pre-built connector. OK Good
Pinterest Ads
  • Integration
Support available to integrate with Pinterest Ads via pre-built connector. Poor Good
PipeDrive
  • Integration
Support available to integrate with PipeDrive via pre-built connector. Poor Good
Pipeliner
  • Integration
Support available to integrate with Pipeliner via pre-built connector. Poor Good
Plivo
  • Integration
Support available to integrate with Plivo via pre-built connector. OK OK
Podium
  • Integration
Support available to integrate with Podium via pre-built connector. OK Good
PostHog
  • Integration
Support available to integrate with PostHog via pre-built connector. Poor Good
Quickbooks
  • Integration
Support available to integrate with Quickbooks via pre-built connector. Great OK
Rebilly
  • Integration
Support available to integrate with Rebilly via pre-built connector. Poor Good
Recurly
  • Integration
Support available to integrate with Recurly via pre-built connector. Poor Good
Salesflare
  • Integration
Support available to integrate with Salesflare via pre-built connector. Poor Good
Salesforce
  • Integration
Support available to integrate with Salesforce via pre-built connector. Great Great
Salesforce Marketing Cloud
  • Integration
Support available to integrate with Salesforce Marketing Cloud via pre-built connector. Great Good
Salesforce Service Cloud
  • Integration
Support available to integrate with Salesforce Service Cloud via pre-built connector. Good Great
Salesloft
  • Integration
Support available to integrate with Salesloft via pre-built connector. OK Great
Seismic
  • Integration
Support available to integrate with Seismic via pre-built connector. Poor Good
Sendgrid
  • Integration
Support available to integrate with Sendgrid via pre-built connector. OK Good
ServiceNow
  • Integration
Support available to integrate with ServiceNow via pre-built connector. OK Good
Shopify
  • Integration
Support available to integrate with Shopify via pre-built connector. Great OK
SignNow
  • Integration
Support available to integrate with SignNow via pre-built connector. Poor OK
Slack
  • Integration
Support available to integrate with Slack via pre-built connector. Great Good
Smartlead
  • Integration
Support available to integrate with Smartlead via pre-built connector. OK Great
Smartsheet
  • Integration
Support available to integrate with Smartsheet via pre-built connector. OK Good
Snapchat Ads
  • Integration
Support available to integrate with Snapchat Ads via pre-built connector. Poor Good
SquareSpace
  • Integration
Support available to integrate with SquareSpace via pre-built connector. Great OK
Stripe
  • Integration
Support available to integrate with Stripe via pre-built connector. Great Good
SurveyMonkey
  • Integration
Support available to integrate with SurveyMonkey via pre-built connector. Great Good
Teamleader CRM
  • Integration
Support available to integrate with Teamleader CRM via pre-built connector. Poor Good
Teamwork CRM
  • Integration
Support available to integrate with Teamwork CRM via pre-built connector. Poor Good
Twilio
  • Integration
Support available to integrate with Twilio via pre-built connector. Great OK
Webflow
  • Integration
Support available to integrate with Webflow via pre-built connector. Great Good
Wix
  • Integration
Support available to integrate with Wix via pre-built connector. Great OK
WordPress
  • Integration
Support available to integrate with WordPress via pre-built connector. OK Good
Wrike
  • Integration
Support available to integrate with Wrike via pre-built connector. OK Good
Zendesk Support
  • Service
  • Integration
Support available to integrate with Zendesk Support via pre-built connector. Good Good
Zoho CRM
  • Integration
Support available to integrate with Zoho CRM via pre-built connector. Great Good
Zoom
  • Integration
Support available to integrate with Zoom via pre-built connector. OK Good
Zuora
  • Integration
Support available to integrate with Zuora via pre-built connector. Poor Good
Automatic Field Matching
  • Mapping
Auto-detect field alignments to reduce manual mapping effort. OK Good
Field Mapping
  • Mapping
Map data fields across different applications for smooth integration. OK Good
Schema Detection
  • Mapping
Identify data structures automatically for rapid configuration. Good Good
Visual Mapping Editor
  • Mapping
Drag-and-drop interface to visually map fields and data flows. Poor Poor
Evaluating solutions?
Work with Taloflow's technology selection platform containing tens of thousands of up-to-date vendor data points in dozens of categories to:
Get a detailed requirements table
Filter solutions based on your priorities
Evaluate vendors for your exact use case
Get my free report
takes 5 minutes

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